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HeyClaude is a file-backed, human-reviewed directory for Claude agents, MCP servers, skills, hooks, commands, tools, prompts, rules, guides, templates, and statuslines. 914+ file-backed entries stay useful as both an awesome-list catalog and a machine-readable registry for builders. |
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๐ค Agents84Specialized Claude agents and expert roles. |
๐ MCP Servers318Model Context Protocol servers and integrations. |
๐งฐ Tools128Apps, developer tools, services, and products for Claude-native builders. |
๐ง Skills93Source-backed skill packs and reusable capabilities. |
๐ Rules45Prompt guardrails, project rules, and operating constraints. |
โจ๏ธ Commands33Slash commands and reusable command prompts. |
๐ช Hooks85Claude Code hook configs and automation helpers. |
๐ Guides63Long-form guides and practical walkthroughs. |
๐ฆ Collections23Curated bundles of related assets. |
๐ Statuslines42Statusline scripts and workflow telemetry. |
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Search the curated directory and jump from README entries into richer detail pages. |
Submit free, source-backed Claude resources through PR-first private-gate review. |
Use the registry as JSON, RSS, Atom, LLM text, Raycast data, or a read-only MCP server. |
Claim an entry, post a Claude role, or route commercial listings through the website. Claim/update ยท Jobs |
Contributor rules, docs, and local validation
Free Claude resources use PR-first intake by default. Fully valid, source-backed, content-only submissions may be merged automatically after content validation, Superagent, and private maintainer-agent review pass. Tool, app, service promotion, listing claims, and jobs use the website lead forms instead of GitHub content submissions.
README.md, apps/web/public/data/**, apps/web/src/generated/**,
apps/web/src/routeTree.gen.ts, and apps/web/public/downloads/** are
generated or maintainer-owned outputs. Direct contributors should not edit them
in content PRs.
Community submissions may link to source repositories, documentation, install commands, or full copyable content. Community-submitted ZIP/MCPB packages are not published as HeyClaude-hosted downloads. Maintainer-built convenience packages use checksums and package trust metadata after review.
| Area | Links |
|---|---|
| Community | Contributing, Code of conduct, Security policy, License |
| Content model | Registry schema, content examples, submit flow |
| Packages | Registry package, read-only MCP server, Raycast extension |
| Operations | Submission gate ops, package trust model, API security contract, deployment |
| Public policy | Legal/disclaimer, claim/update, advertise |
- Direct content PRs should add or update exactly one
content/<category>/<slug>.mdxfile. - For direct content PRs, run
pnpm validate:content:strictand do not commit generated output. - For platform, package, API, MCP, Raycast, or maintainer artifact work, run
pnpm --filter web run prebuild,pnpm validate:packages,pnpm scan:packages,pnpm validate:clean,pnpm audit:content,pnpm validate:emails,pnpm validate:raycast-feed,pnpm test:mcp,pnpm test:registry-artifacts,pnpm test:seo-jsonld,pnpm test:commercial-intake,MCP_ENDPOINT_URL=http://localhost:3000/api/mcp pnpm --filter @heyclaude/mcp validate:endpoint, andpnpm buildas relevant. - Generated registry, route, package-download, and README artifacts are build or maintainer automation outputs, not normal content PR diffs.
- Agent SDK Production Architect Agent - Source-backed agent that reviews and designs production Claude Agent SDK deployments, covering surface choice, tool and permission design, context and cost controls, session persistence, observability, and secure hosting, grounded in the official Agent SDK docs.
- Agent Skill QA Reviewer Agent - Source-backed Claude Code subagent prompt for reviewing Agent Skills before adoption or publication, checking SKILL.md scope, descriptions, invocation control, supporting files, tool permissions, helpfulness, safety, and privacy risks against official Claude Code skills guidance.
- Agent Skills Enterprise Librarian Agent - Source-backed agent that curates an organization's Agent Skills library, reviewing SKILL.md quality, descriptions and triggers, scope and precedence, tool restrictions, and invocation control so skills are discoverable and safe, grounded in the official Claude Code skills docs.
- Agent Skills Framework Engineer - Claude Code Agents - Agent Skills framework specialist for creating procedural knowledge files, domain-specific expertise, and skill-based agent capabilities using Anthropic's new Skills system.
- Agent View Fleet Operator Agent - Source-backed agent that operates a fleet of Claude Code background sessions through agent view, triaging which sessions need input, which are working, and which are done, and deciding what to dispatch, answer, or stop, grounded in the official Claude Code agent view docs.
- AI Code Review Security Agent - Agents - AI-powered code review specialist focusing on security vulnerabilities, OWASP Top 10, static analysis, secrets detection, and automated security best practices enforcement
- AI DevOps Engineer Agent - Automate Infrastructure & CI/CD - Deploy AI-powered DevOps automation with predictive analytics, self-healing systems, and intelligent CI/CD optimization for modern infrastructure.
- AI Workflow Privacy Compliance Review Agent - Source-backed agent for reviewing AI workflow submissions before publication with data-flow mapping, privacy metadata, governance evidence, MCP/tool authority checks, retention disclosure, and compliance escalation gates.
- Allways Agent Quickstart for Claude - Source-backed Claude agent prompt for using the Allways agent quickstart, live dashboards, API docs, and open source repo in a read-only-first workflow.
- Angular Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official angular/angular repository using its AGENTS.md guidance for pnpm, Bazel test targets, coding standards, commit guidelines, zoneless tests, async stability, and PR handling.
- Ansible Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official ansible/ansible repository using its AGENTS.md guidance for licensing, ansible-test workflows, Docker container selection, changelog fragments, CI triage, module documentation, and devel-branch PRs.
- API Builder Agent for Claude - Specialized agent for designing, building, and optimizing RESTful APIs and GraphQL services with modern best practices
- Astro Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official Astro monorepo using its AGENTS.md guidance, pnpm workspace commands, package-local testing, bgproc dev server management, agent-browser UI checks, and Astro docs sources.
- Atlas Migration Safety Review Agent - Source-backed agent for reviewing Atlas database schema migrations with migration lint, analyzers, drift detection, CI/CD evidence, dev-database simulation, rollout risk, rollback planning, and production safety gates.
- Autogen Conversation Agent Builder - Agents - AutoGen v0.4 conversation agent specialist using actor model architecture for building multi-turn dialogue systems with cross-language messaging and real-time tool invocation
- Backend Architect Agent - Agents - Expert backend architect specializing in scalable system design, microservices, API development, and infrastructure planning
- Buf Protobuf API Review Agent - Source-backed agent for reviewing typed Protobuf and gRPC API contract changes with Buf breaking-change evidence, lint results, buf.yaml policy, BSR schema checks, generated-code impact, consumer compatibility, and rollout decisions.
- Changesets Release Cutover Agent - Source-backed agent for managing Changesets release cutovers, version PRs, changelog evidence, package bump decisions, pre-release mode, publish gates, and npm registry safety.
- Claude Code Auto Mode Policy Auditor Agent - Source-backed agent that audits Claude Code auto mode configuration, reviewing the trusted environment list, allow, soft_deny, and hard_deny rules, the $defaults handling, and settings scope so the classifier blocks the right actions, grounded in the official auto mode docs.
- Claude Code Enterprise Rollout Agent - Source-backed agent that plans and reviews an enterprise Claude Code rollout, covering server-managed settings, permission deny lists, managed MCP policy, fail-closed startup, hooks for audit, and what users cannot override, grounded in the official docs.
- Claude Code Routine Designer Agent - Source-backed agent that designs safe recurring Claude Code routines, turning a repeated task into a well-scoped, idempotent skill-driven workflow with clear triggers, permissions, and reporting, grounded in the official Claude Code skills docs.
- Claude Code Worktree Coordinator Agent - Source-backed agent that coordinates parallel Claude Code sessions across git worktrees, planning isolation, base-branch choice, gitignored-file copying, subagent worktrees, and cleanup so parallel edits do not collide, grounded in the official Claude Code worktrees docs.
- Claude Haiku 45 Speed Optimizer Agent - Agents - Speed-optimized agent leveraging Haiku 4.5's 2x performance and 3x cost savings, delivering 90% of Sonnet's agentic capability for rapid iterations.
- Claude MCP Skills Integration Agent - Claude Code Agents - MCP Skills integration specialist for remote server configuration, tool permissions, multi-MCP orchestration, and Claude Desktop ecosystem workflows.
- CLAUDE.md Knowledge Manager Agent - Claude Code Agents - CLAUDE.md specialist for creating, maintaining, and optimizing project-specific AI instructions that survive context compaction and guide development.
- Claude Plugin Marketplace Reviewer Agent - Source-backed agent that reviews a Claude Code plugin or marketplace before a team installs it, checking source trust, bundled components, context cost, what the plugin will install, version pinning, and managed-scope controls, grounded in the official discover-plugins docs.
- Cloud Infrastructure Architect Agent - Agents - Multi-cloud infrastructure specialist focused on AWS, GCP, and Azure architecture, cost optimization, disaster recovery, high availability, and cloud-native design patterns
- Code Reviewer Agent - Agents - Expert code reviewer that provides thorough, constructive feedback on code quality, security, performance, and best practices
- Codebase Migration Refactoring Agent - Agents - AI agent specialized in large-scale codebase migrations and behavior-preserving refactoring. Handles framework upgrades, library migrations, legacy code modernization, and systematic refactoring for Claude Code.
- Codecov Patch Coverage Planning Agent - Source-backed agent for turning Codecov patch coverage, project coverage, flags, components, carryforward behavior, PR comments, and changed-file context into targeted regression test plans.
- Context Window Optimizer Agent - Agents - Context window optimization specialist managing 1M+ token conversations, preventing truncation with smart summarization and session management strategies.
- Data Pipeline Engineering Agent - Agents - Modern data pipeline specialist focused on real-time streaming, ETL/ELT orchestration, data quality validation, and scalable data infrastructure with Apache Airflow, dbt, and cloud-native tools
- Database Expert for Claude - Transform Claude into a database specialist with expertise in SQL, NoSQL, database design, optimization, and modern data architectures
- Database Specialist Agent - Agents - Expert database architect and optimizer specializing in SQL, NoSQL, performance tuning, and data modeling
- Debugging Assistant Agent - Agents - Advanced debugging agent that helps identify, analyze, and resolve software bugs with systematic troubleshooting methodologies
- Dependency Update Triage Agent - Source-backed agent for triaging dependency update pull requests with SemVer risk, Dependabot context, GitHub dependency review, OSV advisories, OpenSSF Scorecard signals, lockfile changes, test evidence, and privacy-safe notes.
- Devops SRE Expert for Claude - Transform Claude into a DevOps/SRE specialist with expertise in cloud infrastructure, CI/CD, monitoring, and automation
- Domain Specialist AI Agents - Agents - Industry-specific AI agents for healthcare, legal, and financial domains with specialized knowledge, compliance automation, and regulatory requirements
- Extended Thinking Orchestrator - Agents - Orchestrate Extended Thinking modes with adaptive budget allocation. Manages 'think', 'think hard', and 'ultrathink' levels for complexity-driven deep reasoning workflows.
- Frontend Specialist Agent - Agents - Expert frontend developer specializing in modern JavaScript frameworks, UI/UX implementation, and performance optimization
- Full Stack AI Development Agent - Agents - Full-stack AI development specialist bridging frontend, backend, and AI/ML with AI-assisted coding workflows, intelligent code generation, and end-to-end type safety
- GitHub Community Issue Triage Agent - Source-backed agent for cleaning up open-source GitHub issue queues with reproducibility checks, labels, issue types, milestones, assignees, project views, duplicate links, and maintainer-safe response drafts.
- Github Copilot Interop Bridge - Agents - Bridge Claude Code and GitHub Copilot workflows with Haiku 4.5 integration. Enables cross-platform agent coordination, model switching, and hybrid enterprise workflows.
- Home Assistant Core Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official home-assistant/core repository using its AGENTS.md guidance for PR templates, setup, Python 3.14, integration tests, translations, snapshots, and quality checks.
- Inspect AI Benchmark Rubric Agent - Source-backed agent for designing Inspect AI benchmark tasks, datasets, solver plans, scorer rubrics, model matrices, eval logs, and release-quality prompt evaluation decisions.
- Jupytext Reproducible Notebook Agent - Source-backed agent for reviewing local-first Jupyter notebook workflows that use Jupytext text notebooks, paired notebooks, command-line sync, and version-control friendly reproducibility checks.
- Kibana Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official elastic/kibana repository using its AGENTS.md guidance for Kibana modules, plugin lifecycle boundaries, server plugin lazy loading, TypeScript style, i18n, Scout, Jest, FTR, scoped type checks, and focused validation.
- Kubernetes Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official kubernetes/kubernetes repository using its AGENTS.md guidance for generated files, go.mod/go.work handling, staging source of truth, boilerplate, focused changes, tests, commit-message restrictions, make test, make verify, and make update workflows.
- Life Sciences Research Specialist - Agents - Automate biomedical research workflows with Claude for Life Sciences. Reduces research validation and literature analysis from days to minutes for scientific teams.
- Live Incident Debugging Triage Agent - Source-backed agent for live production incident debugging with impact framing, timeline reconstruction, alert/log/trace evidence, rollback options, escalation boundaries, and privacy-safe incident notes.
- Material UI Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official mui/material-ui monorepo using its AGENTS.md guidance, pnpm workspace filters, package build and test commands, component conventions, public error-message rules, API docs generation, visual regression and accessibility checks, and pre-PR checklist.
- MCP Authorization Boundary Review Agent - Source-backed specialist agent for reviewing remote MCP authorization boundaries, protected resource metadata, resource indicators, token audience validation, token passthrough risk, and least-privilege scopes.
- MCP Server Threat Modeling Agent - Source-backed agent that threat-models an MCP server before it is connected to Claude Code, covering trust verification, tool authority and side effects, prompt injection via tool output, network and credential exposure, and least-privilege mitigations, grounded in the official security docs.
- MCP Tool Result Budget Review Agent - Source-backed Claude Code subagent that reviews MCP tool result sizes against output token budgets, flagging tools that exceed the warning and default limits and recommending pagination, filtering, MAX_MCP_OUTPUT_TOKENS tuning, and per-tool size annotations.
- Multi Agent Orchestration Specialist - Agents - Multi-agent orchestration specialist using LangGraph and CrewAI for complex, stateful workflows with graph-driven reasoning and role-based agent coordination
- NanoClaw Container Isolation Review Agent - Source-backed agent that reviews the container isolation posture of a NanoClaw deployment, checking filesystem mounts, per-agent scoping, credential vault routing, messaging channel permissions, and scheduled tasks before agents run with real access.
- Next.js Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official vercel/next.js monorepo using its AGENTS.md guidance, pnpm workspace commands, package-filtered builds, Turbopack and Rust boundaries, mode-specific tests, PR triage rules, and secrets-safety notes.
- Open Source PR Security Review Agent - Source-backed agent for security review of open-source pull requests, including untrusted fork boundaries, GitHub Actions permissions, secret and code scanning, dependency review, provenance signals, and maintainer-owned merge recommendations.
- OpenAI Agents SDK Production Specialist Agent - Source-backed specialist agent for designing and reviewing production OpenAI Agents SDK workflows, including agents, runners, tools, handoffs, guardrails, sessions, tracing, MCP integrations, sandbox agents, and deployment safety.
- Parallel Subagent Distributor - Agents - Parallel subagent workload distribution specialist coordinating concurrent Claude Code subagents for massive speedups using native parallel execution capabilities.
- Performance Optimizer Agent - Agents - Expert in application performance optimization, profiling, and system tuning across frontend, backend, and infrastructure
- Plugin Dependency Compatibility Agent - Source-backed agent that reviews Claude Code plugins for dependency and compatibility issues, checking the plugin.json manifest, bundled components, external binaries like LSP servers, versioning, and namespace conflicts, grounded in the official Claude Code plugin docs.
- Plugin Ecosystem Architect - Agents - Design and publish Claude Code plugins for the October 2025 marketplace launch. Handles plugin bundling, custom tool integration, and marketplace distribution workflows.
- Prisma Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official prisma/prisma monorepo using its AGENTS.md guidance, pnpm workspace commands, package-filtered tests, database fixture expectations, Prisma 7 architecture notes, and contributor safety rules.
- Product Management AI Agent - Agents - AI-powered product management specialist focused on user story generation, product analytics, roadmap prioritization, A/B testing, and data-driven decision making
- Production Reliability Engineer - Agents - Ensure production deployment reliability with SRE best practices. Monitors deployments, implements self-healing systems, and manages incident response for Claude Code apps.
- Prompt Cache Optimization Agent - Source-backed agent that reduces token cost and latency in Claude Code by improving prompt-cache hit rates, advising on stable context ordering, lean CLAUDE.md, on-demand skills, and MCP tool-search, grounded in the official docs.
- Prompt Optimization Specialist - Agents - Optimize agent prompts and system instructions with meta-prompting techniques. Improves prompt performance through A/B testing, chaining, and ROI measurement.
- React Router Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official React Router monorepo using its AGENTS.md guidance for modes, pnpm commands, tests, docs generation, type generation, future flags, and change files.
- Rendered Frontend Visual QA Agent - Source-backed agent for reviewing rendered frontend changes with screenshots, visual comparison evidence, viewport layout checks, keyboard/focus paths, accessibility scans, CLS risk, and privacy-safe QA artifacts.
- Sandbox Boundary Review Agent - Source-backed agent that reviews Claude Code's sandboxed Bash configuration for safe boundaries, checking filesystem allow/deny paths, network allowlists, unsandboxed escape hatches, excluded commands, and credential read scope, grounded in the official Claude Code sandboxing docs.
- Semantic Kernel Enterprise Agent - Agents - Microsoft Semantic Kernel enterprise agent specialist for building Azure-native AI applications with multi-language SDK support, plugin governance, and enterprise-grade deployment
- Slash Command Orchestrator Agent - Agents - Slash command specialist for creating and orchestrating custom Claude workflows with dynamic arguments, conditional logic, and multi-step automation.
- Storybook Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official storybookjs/storybook monorepo using its AGENTS.md guidance for the next branch, Node 22.12+, Yarn Berry, NX, yarn task, Storybook Vitest, sandboxes, framework packages, docs, and generated-file safety.
- Subagent Factory Agent - Agents - Subagent architecture specialist creating specialized agents for delegation, parallel execution, and modular task decomposition in Claude Code workflows.
- TanStack Router Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official TanStack/router monorepo using its AGENTS.md guidance for pnpm, Nx, targeted package tests, React and Solid router packages, TanStack Start, examples, docs, and sandbox-safe execution.
- Technical Doc Writer - Specialized in creating clear, comprehensive technical documentation for APIs, software, and complex systems
- Test Automation Engineer - Expert in automated testing strategies, test frameworks, and quality assurance across unit, integration, and end-to-end testing
- Token Cost Budget Optimizer - Agents - Analyze and optimize token costs with real-time budget tracking. Provides cost projection, usage analytics, and model selection recommendations using Sonnet/Haiku pricing.
- TypeScript Maintenance Mode Repository Agent for Claude - Source-backed Claude agent prompt for triaging work in the official microsoft/TypeScript repository using its AGENTS.md maintenance-mode rules, accepted PR categories, TypeScript-Go redirect, and compiler test guidance.
- UI UX Design Expert Agent - Agents - Specialized in creating beautiful, intuitive user interfaces and exceptional user experiences
- Vale Documentation Maintenance Agent - Source-backed agent for maintaining docs-as-code repositories with Vale prose linting, style rules, vocabulary checks, stale example review, broken source evidence, and contributor-safe documentation updates.
- Vercel AI SDK Repository Contributor Agent for Claude - Source-backed Claude agent prompt for contributing to the official Vercel AI SDK monorepo using its AGENTS.md guidance, pnpm workspace commands, package build and test boundaries, provider architecture, Zod compatibility rules, JSON parsing safety, ADR review, and documentation sources.
- Web Async Agent Coordinator - Agents - Web-based asynchronous agent coordinator leveraging Claude Code for Web's browser interface for managing long-running autonomous coding tasks with async workflows.
- Ableton MCP Extended - Source-install MCP server for controlling Ableton Live from Claude, including session inspection, track and clip creation, MIDI note editing, tempo and transport control, browser item loading, arrangement workflows, device parameters, automation, external plugins, audio imports, and optional ElevenLabs voice-generation workflows.
- ACI MCP Servers - Open-source MCP servers for accessing ACI.dev managed functions through app-specific tools or a unified search-and-execute interface.
- AFFiNE MCP Server - MCP server for connecting Claude to AFFiNE Cloud or self-hosted AFFiNE workspaces, documents, databases, comments, collections, folders, tags, notifications, blobs, access tokens, semantic page composition, templates, edgeless canvas data, and workspace organization workflows over stdio or HTTP.
- After Effects MCP Server - MCP server for controlling Adobe After Effects through a local Node bridge and ScriptUI panel for compositions, layers, keyframes, expressions, masks, and effects.
- Agent Device MCP Server - Official MCP server for agent-device, Callstack's device automation CLI for inspecting, controlling, debugging, recording, and collecting evidence from iOS, Android, TV, macOS, Linux, React Native, Expo, Flutter, and native apps.
- Agentgateway MCP Gateway - Apache-2.0 agentic proxy that can expose stdio, HTTP, SSE, and Streamable HTTP MCP servers through a managed gateway with federation, OAuth/JWT authentication, RBAC/CEL policy, CORS, TLS, observability, and Kubernetes Gateway API support.
- AgentQL MCP Server - AgentQL MCP server for extracting structured JSON from public webpages using a URL and natural-language extraction prompt.
- Agentset MCP Server - Official Agentset MCP server that lets Claude retrieve cited knowledge-base results from an Agentset namespace through the
knowledge-base-retrievetool, with optional tenant scoping and custom tool descriptions. - AI Game Developer Unity MCP Server - Unity MCP server, plugin, CLI, and skill generator for controlling Unity Editor and runtime projects from MCP clients through built-in game-dev tools.
- Airtable MCP Server for Claude - Read and write records, manage bases and tables in Airtable directly from Claude
- Algolia MCP Server for Claude - Connect Claude to Algolia-managed MCP servers for curated public search and recommendation access or internal, user-scoped search and analytics workflows.
- Alpaca MCP Server - Official Alpaca MCP server for Trading API workflows, including account and portfolio data, orders, positions, watchlists, assets, stocks, crypto, options, news, corporate actions, and market data.
- Amplitude MCP Server for Claude - Official remote MCP server for querying and creating Amplitude analytics, dashboards, experiments, cohorts, session replay insights, and product data from Claude and other MCP clients.
- Anki MCP Server - MCP server for Anki flashcards that lets Claude review cards, manage decks, create and update notes, handle tags and media, inspect stats, and drive Anki desktop GUI workflows.
- AntV MCP Server Chart - Visualization MCP server for generating charts, diagrams, maps, graphs, spreadsheets, and data-analysis visuals with AntV.
- Apify MCP Server - Official Apify MCP server for connecting Claude to Apify Actors, Actor runs, datasets, key-value stores, and Apify documentation through hosted Streamable HTTP or local stdio transports.
- Apple Docs MCP Server - Third-party MCP server for searching Apple Developer Documentation, framework APIs, Swift and Objective-C references, sample code, platform compatibility, documentation updates, and WWDC session data.
- Archestra MCP Platform - AGPL-licensed MCP-native platform with a private MCP registry, MCP gateway, Kubernetes MCP orchestrator, access control, credential resolution, observability, and deterministic tool guardrails for shared AI deployments.
- Argo CD MCP Server - Argo Project Labs MCP server for connecting Claude to Argo CD applications, clusters, managed resources, workload logs, events, sync operations, and resource actions through stdio or HTTP stream transports.
- arXiv MCP Server - MCP server for searching, downloading, reading, and analyzing arXiv papers through Claude and other MCP clients.
- Asana MCP Server for Claude - Interact with Asana workspaces to manage projects and tasks
- Auth0 MCP Server for Claude - Connect Claude to Auth0's official local MCP server for tenant administration, application setup, Actions, logs, forms, and scoped Management API workflows.
- AWS FinOps MCP Server - Read-only AWS FinOps MCP server that lets Claude query Cost Explorer cost and usage data, compare AWS CLI profiles, filter by tags or dimensions, check AWS Budgets, and audit for stopped EC2 instances, unattached EBS volumes, and unassociated Elastic IP addresses across selected regions.
- MCP Proxy for AWS - AWS-maintained proxy and Python library that lets MCP clients and agent frameworks connect to IAM-secured MCP servers on AWS by signing requests with AWS SigV4 credentials.
- AWS Services MCP Server - MCP Servers - Comprehensive AWS cloud services integration for infrastructure management, deployment, and monitoring
- Azure DevOps MCP Server for Claude - Official Microsoft Azure DevOps MCP server for querying work items, pull requests, repositories, pipelines, wikis, test plans, and project metadata through remote HTTP or local stdio transports.
- Azure MCP Server for Claude - Official Microsoft Azure MCP server that connects Claude and other MCP clients to Azure subscriptions, resource groups, storage, databases, Key Vault, Monitor, App Service, AKS, AI Search, Cosmos DB, RBAC, pricing, and other Azure services through local stdio or self-hosted HTTP transports.
- Basic Memory MCP Server - Local-first Basic Memory MCP server for giving Claude a persistent Markdown knowledge base with note editing, semantic search, recent activity, knowledge graph context, projects, schema tools, and optional cloud sync.
- bb-browser MCP Server - Browser-control MCP server and CLI that lets AI agents use a real Chrome session, including logged-in browser state, site adapters, DOM snapshots, authenticated fetches, network traces, screenshots, and page actions.
- Ghidra MCP Server by bethington - Apache-licensed Ghidra MCP bridge with GUI and headless workflows for binary analysis, decompilation, scripting, debugger access, batch operations, and Ghidra Server collaboration.
- Bifrost MCP Gateway - Open-source AI gateway that can connect to downstream MCP servers and expose their aggregated tools through a single HTTP or SSE MCP endpoint for Claude Desktop, Cursor, and other MCP clients.
- BigQuery MCP Server for Claude - Google Cloud remote MCP server for querying BigQuery datasets, inspecting metadata, listing resources, and running governed warehouse analytics through an HTTP endpoint.
- BioMCP - Biomedical MCP server and CLI for searching genes, variants, articles, clinical trials, drugs, diseases, pathways, proteins, adverse events, pharmacogenomics, GWAS, phenotypes, and local study datasets.
- Blender MCP Server - MCP server and Blender add-on that let Claude inspect scenes, create and modify 3D objects, run Blender Python, capture viewport screenshots, and use asset or 3D-generation integrations from inside Blender.
- Box MCP Server for Claude - Access enterprise content, analyze unstructured data, and automate workflows
- Brave Search MCP Server - Official Brave Search MCP server for giving Claude web, local, place, image, video, news, LLM context, and summarizer search tools backed by the Brave Search API.
- Bright Data Web MCP Server - MCP server that connects Claude to Bright Data web search, scraping, browser automation, public web datasets, and package metadata tools.
- Browserbase MCP Server - Browser automation MCP server that lets AI agents control cloud browser sessions through Browserbase and Stagehand for navigation, actions, observation, and extraction.
- BrowserMCP Server - Browser automation MCP server and Chrome extension that lets AI applications control a connected tab in the user's existing browser profile.
- BrowserStack MCP Server for Claude - Connect Claude to BrowserStack for permission-scoped web, app, accessibility, and test automation workflows.
- Burp Suite MCP Server - PortSwigger's Burp Suite MCP Server extension connects Burp Suite to MCP clients through an SSE server or packaged stdio proxy for request, Repeater, Intruder, history, scanner, Collaborator, and configuration workflows.
- CalendarMCP MCP Server - Hosted Google Calendar MCP server that lets compatible AI clients read, create, update, delete, search, and batch-edit calendar events through an HTTP endpoint and API-key authentication.
- Canva MCP Server for Claude - Browse, summarize, and generate Canva designs directly from Claude
- Chroma MCP Server - Official Chroma MCP server for connecting Claude to Chroma collections, documents, semantic search, full-text search, metadata filtering, persistent storage, self-hosted Chroma, and Chroma Cloud.
- Chrome DevTools MCP Server for Claude - Official Chrome DevTools MCP server that lets Claude inspect and debug a live Chrome browser, capturing performance traces, network activity, console messages, and DOM state through the Chrome DevTools Protocol.
- Chrome MCP Server - Chrome extension-based MCP server that exposes an existing Chrome browser profile to AI assistants for tab management, page content, screenshots, interaction, history, bookmarks, and network inspection.
- ChunkHound MCP Server - Local-first codebase intelligence MCP server that indexes repositories with tree-sitter, stores searchable chunks in DuckDB, and gives Claude semantic search, regex search, daemon status, and deep code research tools.
- CLI MCP Server - Secure command-line execution MCP server that lets Claude run allowlisted commands inside a configured directory with command and flag whitelists, path validation, shell-operator blocking, command-length limits, execution timeouts, and a tool for showing the active security rules.
- CLI for Microsoft 365 MCP Server - MCP server for CLI for Microsoft 365 that lets Claude use natural language to search command docs and run Microsoft 365 management commands for Entra ID, SharePoint, Teams, Outlook, OneDrive, Planner, Power Platform, and more.
- ClickHouse MCP Server for Claude - Connect Claude to ClickHouse for read-only SQL exploration, schema discovery, and safe analytics workflows.
- Clickup MCP Server for Claude - Task management and project tracking with ClickUp integration
- Cloudflare MCP Server - MCP Servers - Build applications, analyze traffic, and manage security settings through Cloudflare
- Cloudinary MCP Server - MCP Servers - Upload, manage, transform, and analyze media assets in the cloud
- Code Index MCP Server - Local code indexing MCP server that lets AI assistants search repositories, build symbol indexes, inspect file summaries, monitor changes, and navigate multi-language codebases.
- Codebase Memory MCP Server - High-performance MCP server that indexes codebases into a persistent knowledge graph for structural search, call tracing, architecture summaries, dead-code detection, and cross-repo analysis.
- CodeDB MCP Server - Code intelligence MCP server with a Zig core for local project indexing, structural outlines, symbol lookup, search, dependency graphs, snapshots, remote public-repo queries, and fallback edits.
- CodeGraphContext MCP Server - MCP server and CLI toolkit that indexes local code into a graph database so Claude can query functions, call chains, dependencies, and repository structure.
- Colab MCP Server - Google Colab MCP server that bridges a local MCP client to a Colab browser session through a localhost websocket proxy, letting Claude work with tools exposed by the connected Colab runtime.
- ComfyUI MCP Server - Source-install MCP server for controlling a local ComfyUI instance so Claude can generate, view, regenerate, manage, and publish image, audio, and video assets through workflow-backed tools.
- Context Mode MCP Server - MCP server for context-window optimization that routes large tool outputs through sandbox tools, indexes session state, and helps agents retrieve only the context they need.
- Context7 MCP Server for Claude - Context7 MCP server by Upstash that pulls up-to-date, version-specific library documentation and code examples directly into Claude's context so answers match the libraries you actually use.
- Context+ MCP Server - MCP server for semantic codebase intelligence, combining AST structure, embeddings, clustering, feature hubs, restore points, and memory graph tools.
- ContrastAPI Security Tools - 49 remote MCP security tools for CVE/KEV/CWE/EPSS lookup, composite CVSS+EPSS+KEV+PoC risk scoring, CVSS v3.x vector parsing, domain/IP/IOC enrichment, dependency and web intelligence checks, MITRE ATLAS AI/ML attacks, and MITRE D3FEND defenses. Anonymous tier available; Pro tier uses an API key.
- Coolify MCP Server - MCP server for Coolify infrastructure management, diagnostics, deployments, logs, projects, environments, applications, databases, services, env vars, storage, scheduled tasks, private keys, cloud tokens, teams, and docs search.
- Cupertino MCP Server - Local Apple documentation CLI and MCP server that gives Claude searchable offline access to Apple Developer Documentation, Swift Evolution proposals, Human Interface Guidelines, sample code, Swift.org pages, the Swift Book, and Swift package metadata.
- CVE MCP Server - Security intelligence MCP server that lets Claude look up CVEs, EPSS scores, CISA KEV status, OSV package vulnerabilities, exploit indicators, MITRE mappings, IP reputation, passive DNS, Shodan host data, malware intelligence, URL safety, and risk reports across optional third-party APIs.
- Cyanheads Obsidian MCP Server - Apache-licensed TypeScript MCP server for Obsidian vaults with stdio and Streamable HTTP transports, Local REST API access, note search, section-aware edits, tag/frontmatter management, path policies, and read-only controls.
- Cypress Cloud MCP Server - Official remote MCP server for connecting Claude and other AI coding tools to Cypress Cloud runs, failures, flake data, accessibility reports, and UI Coverage results.
- Dagu MCP Server - Built-in Streamable HTTP MCP server for Dagu that lets AI agents read workflow state, inspect DAG specs and logs, preview or apply workflow changes, and start, enqueue, retry, or stop DAG runs.
- Daloopa MCP Server for Claude - Access high-quality fundamental financial data from SEC filings and investor presentations
- Data API Builder MCP Tools - MCP support in Azure Data API Builder for exposing configured database entities as MCP tools, including entity discovery and DML operations over Azure databases and supported on-premises data stores.
- Datadog MCP Server for Claude - Official Datadog MCP Server for connecting Claude, Codex, Cursor, and other MCP clients to Datadog observability, incidents, logs, metrics, traces, dashboards, monitors, notebooks, services, and security signals.
- data.gouv.fr MCP Server - Official data.gouv.fr MCP server for searching French national open datasets, exploring organizations and data services, inspecting resources, querying tabular data, and retrieving dataset metrics through Claude.
- DaVinci Resolve MCP Server - MCP server for controlling DaVinci Resolve Studio through the official scripting API, with tools for projects, timelines, media pools, render setup, review markers, grading, Fusion, Fairlight, and source-safe media analysis.
- DBHub MCP Server - Token-efficient database MCP server for PostgreSQL, MySQL, MariaDB, SQL Server, and SQLite.
- dbt MCP Server - Official dbt Labs MCP server that gives AI agents context from dbt Core, dbt Fusion, dbt Platform, project metadata, SQL tools, lineage, Admin API, and dbt documentation search.
- Deep Research MCP Server - Self-hostable deep research app with MCP and SSE APIs for generating multi-step research reports using configurable LLM and search providers.
- designlang MCP Server - MCP server for extracting design systems from live websites, including design tokens, regions, components, contrast data, Tailwind themes, Figma variables, and prompt packs.
- Desktop Commander MCP Server - Local MCP server that gives AI assistants terminal control, process management, filesystem operations, search, diff editing, and document handling for desktop automation and development workflows.
- Claude Desktop MCP Setup - Master Claude Desktop MCP server setup in 20 minutes. Complete config JSON tutorial with filesystem integration, troubleshooting, and proven solutions.
- DevDocs MCP Server - Self-hosted documentation crawler and Markdown MCP server that lets Claude query crawled technical documentation, list files, read sections, search content, inspect metadata, and keep generated Markdown in sync.
- Discord MCP Server for Claude - Discord bot integration for community management, moderation, and server automation
- Django MCP Server - Django extension that exposes MCP endpoints and stdio transport for Django apps, with declarative model query tools, custom toolsets, DRF create/list/ update/delete tool publishing, serializer output, and MCP inspection.
- Docker MCP Gateway - Docker's MCP CLI plugin and gateway for running catalog, OCI, registry, or local-file MCP servers in containers and exposing them to Claude, Cursor, VS Code, and other MCP clients through a shared gateway profile.
- Docker MCP Server for Claude - Manage Docker containers, images, and services directly through Claude with comprehensive Docker API integration
- Draw.io MCP Server - MCP server for controlling Draw.io and diagrams.net diagrams from Claude, including document discovery, page management, layers, shapes, edges, Mermaid import, diagram import/export, and a built-in editor mode.
- Dreamlit MCP Server - Hosted Streamable HTTP MCP server for creating, inspecting, testing, publishing, unpublishing, analyzing, and styling Dreamlit notification workflows from AI clients.
- Drillr - The Financial MCP for AI Agents MCP Server - Streamable HTTP MCP server for financial research workflows, including standardized financial data, SEC filing search, company discovery, market signals, ticker resolution, and alternative-data table exploration.
- Dropbox Dash MCP Server for Claude - Official Dropbox Dash remote MCP server that lets Claude search connected company content, read documents, resolve source URLs, and inspect Dash knowledge from MCP-capable clients.
- DuckDB MCP Server - MCP server for querying a local DuckDB database file from Claude through a single SQL query tool, with optional DuckDB-native read-only mode.
- DuckDuckGo MCP Server - MCP server that gives Claude DuckDuckGo web search plus webpage content fetching and parsing tools.
- edgartools SEC MCP Server - Local MCP server for the edgartools Python library, letting Claude search, parse, read, compare, and analyze SEC EDGAR filings, companies, ownership, funds, proxy statements, notes, trends, and live filing feeds.
- Elastic Agent Builder MCP Server for Claude - Official Elastic Agent Builder MCP server endpoint for connecting Claude, Cursor, VS Code, and other MCP clients to Elastic Agent Builder tools through Kibana with API-key scoped access to Elasticsearch indices and Agent Builder privileges.
- ElevenLabs MCP Server - Official ElevenLabs MCP server for generating speech, designing voices, cloning voices, transcribing audio, creating sound effects, and working with conversational audio agents through the ElevenLabs API.
- Engram MCP Server - Local-first persistent memory MCP server for AI coding agents, backed by a single Go binary, SQLite, FTS5 search, CLI, HTTP API, and TUI.
- ENScan_GO MCP Server - Go-based enterprise-information gathering MCP server for authorized security research, exposing local SSE tools for company search, ICP records, apps, Weibo, WeChat public accounts, mini programs, recruiting data, copyright records, suppliers, investments, branches, and paginated data-source queries.
- Exa MCP Server - Web search and web fetch MCP server that connects AI assistants to Exa's hosted search, crawling, code search, and research capabilities.
- Excalidraw Canvas MCP Server - MCP server and live Excalidraw canvas toolkit that lets Claude create, inspect, update, export, snapshot, and iteratively refine diagrams.
- Excel MCP Server - MCP server for creating, reading, updating, formatting, charting, validating, and analyzing Excel workbooks without requiring Microsoft Excel.
- Expo MCP Server for Claude - Official Expo-hosted remote MCP server for connecting Claude and other MCP clients to Expo documentation, Expo SDK guidance, EAS builds, EAS workflows, TestFlight crash and feedback data, React Native DevTools, and simulator automation for Expo projects.
- FastAPI-MCP Server - FastAPI-native package that exposes FastAPI endpoints as Model Context Protocol tools while preserving schemas, docs, and existing authentication dependencies.
- Fetch MCP Server - Official MCP server that fetches web content and converts HTML pages into markdown for model-friendly reading.
- Figma Context MCP Server - Framelink MCP server that gives AI coding agents simplified Figma layout, styling, and design context for implementing Figma frames in code.
- Figma MCP Server for Claude - Access designs, export assets, and interact with Figma files through Claude
- Filesystem MCP Server - MCP Servers - Official MCP server providing secure file system operations for Claude Desktop and Claude Code
- Financial Datasets MCP Server - Python MCP server that lets Claude query Financial Datasets for stock statements, prices, company news, crypto prices, and SEC filings.
- Firebase MCP Server - Official Firebase MCP server bundled with Firebase CLI, giving Claude project, app, Auth, Firestore, Realtime Database, Storage, Crashlytics, Data Connect, Functions, Messaging, Remote Config, rules, and deploy capabilities.
- Firecrawl MCP Server - Official Firecrawl MCP server for scraping, crawling, mapping, searching, and extracting web content through Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, and other MCP clients.
- Fireflies MCP Server for Claude - Extract valuable insights from meeting transcripts and summaries
- Firefox DevTools MCP - Mozilla-maintained MCP server for automating Firefox through WebDriver BiDi, with tools for page navigation, snapshots, UID-based input, screenshots, network requests, console messages, dialogs, history, viewport changes, optional JavaScript evaluation, privileged Firefox contexts, preferences, and WebExtension management.
- Flexprice MCP Server for Claude - Connect Claude to Flexprice for scoped customer, subscription, invoice, pricing, and usage-event billing operations.
- Fli Google Flights MCP Server - Google Flights MCP server, CLI, and Python library for searching flights, flexible travel dates, airports, and booking options through a reverse engineered Google Flights API workflow.
- FreeCAD MCP Server - MCP server and FreeCAD add-on that lets Claude create, inspect, edit, delete, view, and analyze FreeCAD documents and objects through an RPC bridge.
- freee MCP Server - Official freee MCP server for connecting Claude to freee accounting, HR, invoices, project time, sales, IT management, and e-signature APIs.
- FunASR MCP Server - MCP server example from FunASR that lets Claude transcribe local audio files with local speech recognition, automatic language handling, timestamps, and speaker labels when available.
- gcloud MCP Server - Google Cloud gcloud MCP server from googleapis that lets Claude run approved gcloud CLI commands with allowlist and denylist controls for cloud resource inspection, automation, and operations.
- Gemini MCP Tool - Stdio MCP server that lets Claude ask the Google Gemini CLI for large-file, codebase, brainstorming, and sandboxed analysis while preserving MCP tool and prompt workflows inside Claude Code or compatible MCP clients.
- GhidraMCP Server - Ghidra plugin and MCP bridge that lets AI assistants inspect, decompile, rename, comment, and analyze binaries through Ghidra reverse-engineering workflows.
- Git MCP Server for Claude - Official MCP server providing Git repository tools for reading, searching, and manipulating Git repositories
- GitBook Published Docs MCP Server for Claude - Connect Claude to published GitBook documentation through read-only MCP servers generated for each docs site.
- GitHub MCP Server for Claude - Official GitHub MCP server providing comprehensive GitHub API access for repository management, file operations, and search functionality
- GitLab MCP Server for Claude - Official GitLab MCP server that connects Claude and other MCP clients to GitLab projects, issues, merge requests, pipelines, job logs, labels, work items, and semantic code search through OAuth.
- GitMCP Docs Server - Remote MCP server that turns any GitHub repository or GitHub Pages site into a documentation and code context source for AI coding assistants.
- Gittensory MCP Server for Claude - Gittensory MCP connects Claude and other MCP clients to private, metadata-only Gittensor contribution mining workflows for branch preflight, scoreability estimates, maintainer-fit checks, and public-safe PR packets.
- Godot MCP Server - MCP server for controlling the Godot game engine, launching the editor, running projects, capturing debug output, and editing scenes and resources.
- Google Analytics MCP Server - Experimental Google Analytics MCP server that lets Claude retrieve GA4 account and property details, Google Ads links, custom dimensions and metrics, core reports, funnel reports, and realtime reports.
- Google Search Console MCP Server - MCP server for Google Search Console that lets Claude list properties, inspect indexing status, query search analytics, compare performance periods, audit sitemaps, and manage Search Console resources with guarded destructive tools.
- Google Workspace MCP Server - Comprehensive Google Workspace MCP server and CLI for Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Chat, Apps Script, Tasks, Contacts, and Custom Search workflows.
- GPT Researcher MCP Server - MCP server for GPT Researcher that gives Claude deep research, quick search, report writing, source retrieval, research context, and research-resource tools backed by web search and LLM providers.
- Grafana MCP Server for Claude - Connect Claude to Grafana for metrics, logs, dashboards, alerting, incidents, and observability workflows.
- Graphlit MCP Server - MCP server for the Graphlit platform, enabling Claude to ingest, search, retrieve, organize, and operate on files, web pages, feeds, collections, conversations, memory, connectors, crawls, and RAG-ready project knowledge.
- GraphQL MCP Server - Generic GraphQL MCP server for schema introspection, schema resources, and GraphQL query execution against a configured endpoint.
- Headroom MCP Server - Local-first context compression MCP server for reducing tool outputs, logs, files, RAG chunks, and agent context before they reach the model.
- Heroku MCP Server for Claude - Official Heroku Platform MCP server that connects Claude and other MCP clients to Heroku apps, dynos, add-ons, pipelines, Private Spaces, maintenance mode, logs, deployments, one-off dynos, Heroku Postgres, and optional Heroku AI tools through the Heroku CLI.
- HexStrike AI MCP Server - Offensive security MCP framework that connects AI agents to a large toolkit for authorized penetration testing, vulnerability discovery, CTF, OSINT, and security research workflows.
- HeyClaude MCP Server - Search the public HeyClaude registry, fetch entry details, inspect compatibility, and build PR-first submission URLs through MCP.
- Home Assistant MCP Server - MCP server that lets Claude inspect, control, and manage Home Assistant entities, automations, dashboards, add-ons, backups, and system state.
- HttpRunner UIXT MCP Server - MCP server from HttpRunner that exposes UIXT device and browser automation tools for Android, iOS, Harmony, and Web testing through the
hrp mcp-servercommand. - Hubspot MCP Server for Claude - Access and manage HubSpot CRM data including contacts, companies, and deals
- Hugging Face MCP Server - MCP Servers - Access Hugging Face Hub and Gradio AI applications
- IBM MCP Context Forge - Open-source MCP gateway, registry, and proxy from IBM that federates MCP servers, A2A agents, REST APIs, and gRPC services behind centralized discovery, governance, authentication, observability, and admin controls.
- IDA Pro MCP Server - MCP server and Claude Code plugin for connecting IDA Pro or headless idalib to AI assistants for reverse engineering, decompilation, xref lookup, renaming, commenting, and binary analysis workflows.
- iMCP MCP Server - macOS app and bundled stdio MCP server that lets Claude access selected local services such as Calendar, Contacts, Messages, Location, Maps, Reminders, camera, microphone, screenshots, Shortcuts, utilities, and Weather.
- Intercom MCP Server for Claude - Access customer conversations, tickets, and user data in real-time
- Invideo MCP Server for Claude - Build video creation capabilities into your applications
- iOS Simulator MCP Server - MCP server for controlling iOS simulators from AI agents, including simulator discovery, UI taps, typing, swipes, accessibility inspection, screenshots, video recording, app install, and app launch.
- iTerm MCP - MCP server that gives Claude access to the active iTerm2 session for writing terminal input, reading terminal output, and sending control characters.
- JADX AI MCP Server - JADX plugin and companion Python MCP server that lets Claude inspect, search, refactor, and debug decompiled Android APKs from JADX-GUI.
- Jam MCP Server for Claude - Debug faster with AI agents that access video recordings, console logs, and network requests
- JetBrains MCP Server for Claude - Official built-in JetBrains MCP server that connects Claude and other MCP clients to IntelliJ IDEA, PyCharm, WebStorm, Android Studio, and other IntelliJ-based IDEs for project analysis, code insight, file edits, build feedback, run configurations, terminal commands, debugger context, and optional database tools.
- Jira MCP Server for Claude - Manage Jira tickets and Confluence documentation
- jscpd MCP Server - Copy-paste detection MCP server that scans a codebase and lets AI assistants check snippets, inspect duplication statistics, and review current-directory duplication through jscpd's detection engine.
- Jupyter MCP Server - MCP server for connecting Claude to Jupyter notebooks, kernels, files, cells, multimodal outputs, and JupyterLab workflows over stdio or Streamable HTTP.
- Kagi MCP Server - Official Kagi MCP server that gives Claude web, news, video, podcast, image, and page-extraction tools backed by the Kagi Search and Extract APIs.
- Keeper.sh MCP Server - Self-hostable calendar MCP service for Keeper.sh that lets Claude list calendars and accounts, read events, create or update events, delete events, respond to invites, and retrieve iCal feed URLs through Keeper's API.
- KiCad MCP Server - MCP server for KiCad projects that lets Claude discover boards, inspect project structure, analyze PCB and schematic files, extract netlists, review BOMs, run design-rule workflows, and generate board thumbnails.
- Klavis Strata MCP Router - Open-source MCP router from Klavis AI that progressively exposes actions from multiple configured MCP servers instead of flooding Claude with every tool.
- Kordoc MCP Server - MCP server for parsing Korean HWP, HWPX, HWPML, PDF, XLSX, and DOCX files into Markdown, with tools for metadata extraction, page ranges, tables, document diffs, form extraction, and HWPX form filling.
- Korean Law MCP Server - MCP server and CLI for searching Korean statutes, precedents, ordinances, treaties, interpretations, citation checks, amendment timelines, and legal scenario workflows through Korea's official law APIs.
- Kreuzberg MCP Server - Document intelligence MCP server for extracting text, metadata, OCR output, structured data, embeddings, chunks, cache state, and supported-format information from PDFs, Office files, images, code, and many other formats.
- Kubernetes MCP Server - MCP Servers - Kubernetes cluster management and container orchestration through MCP integration
- Laravel Boost MCP Server - Official Laravel MCP server and AI development toolkit that gives Claude Laravel-specific docs, application context, logs, database tools, and coding guidelines.
- LeanCTX MCP Server - Local-first context-engineering MCP server and CLI that gives Claude token-efficient file reads, shell-output compression, code search, graph queries, persistent session memory, context packaging, verification tools, and dashboard-style token accounting through a single Rust binary.
- Spain Legal by Legal Fournier - Spain Legal by Legal Fournier is a public, read-only MCP server for Spain legal route screening. It helps AI assistants explore visa options, Beckham Law eligibility, NIE/TIE steps, residency/nationality paths, EU family routes, and when to prepare a human Legal Fournier handoff.
- LINE Bot MCP Server - Official LINE MCP server that connects Claude and other AI agents to the LINE Messaging API for push messages, broadcasts, profile lookup, quotas, follower IDs, and rich-menu management.
- Linear MCP Server for Claude - Integrate with Linear's issue tracking and project management system
- LinkedIn MCP Server - MCP server that lets Claude use an authenticated LinkedIn browser session to inspect profiles, companies, jobs, feeds, inboxes, and conversations.
- Mac Messages MCP Server - macOS Messages MCP server that lets Claude read recent conversations, search messages, inspect contacts and chats, fetch attachments, and send iMessage or SMS/RCS messages.
- macOS Automator MCP - MCP server for running AppleScript and JavaScript for Automation on macOS, with a searchable knowledge base of automation recipes for apps, files, browsers, system settings, Terminal, and productivity workflows.
- Magic MCP Server for Claude - Magic MCP by 21st.dev lets Claude generate polished, production-ready UI components from natural language, returning React and Tailwind code you can drop straight into a project.
- Mapbox MCP Server - Official Mapbox MCP server for geocoding, POI search, routing, travel-time matrices, isochrones, static maps, and geospatial calculations in Claude.
- MariaDB MCP Server - Official MariaDB MCP server for schema inspection, read-only SQL, optional database creation, and vector-store search against MariaDB databases.
- Markdownify MCP Server - MCP server that converts PDFs, Office files, images, audio, webpages, YouTube transcripts, and existing Markdown files into Markdown.
- MarkItDown MCP Server - Microsoft-maintained MCP server for converting HTTP, HTTPS, file, and data URIs into Markdown through the MarkItDown document-conversion library.
- MATLAB MCP Core Server - Official MathWorks MCP server that lets Claude detect MATLAB installations, inspect toolboxes, analyze MATLAB files, evaluate MATLAB code, run scripts, run tests, and expose reviewed custom MATLAB functions as MCP tools.
- MaxKB MCP Server - MCP endpoint in MaxKB that exposes a published MaxKB application as an authenticated tool, letting Claude send messages into a configured enterprise agent, RAG workflow, or knowledge-base-backed application.
- MaxMSP MCP Server - Source-install MCP server that connects Claude to Max, Max/MSP, and Jitter patches so it can inspect patch objects, add and remove objects, connect and disconnect patch cords, set attributes, send messages, trigger bangs, and use bundled Max object documentation while building or explaining patches.
- MCP Alchemy - SQLAlchemy-backed MCP server for exploring relational databases, inspecting schemas and relationships, and executing SQL queries from Claude.
- MCP Atlassian Server - Community MCP server for Jira and Confluence that supports Atlassian Cloud and Server/Data Center deployments with search, create, update, transition, comments, attachments, pages, and agile tools.
- MCP-Brasil - Open source MCP server for querying Brazilian public data sources, including economic, legislative, transparency, judicial, electoral, environmental, health, education, public-safety, aviation, and infrastructure datasets.
- MCP Feedback Enhanced - Interactive feedback MCP server that opens a web or Tauri desktop interface so AI coding agents can ask the human for confirmation, structured feedback, screenshots, prompt snippets, and follow-up direction during development.
- MCP Installer Server - MCP server that lets Claude install other MCP servers into Claude Desktop by writing MCP config entries for npm packages, uvx packages, or locally cloned Node-based MCP server projects.
- MCP Language Server - Go MCP server that launches an existing stdio language server and exposes semantic code-navigation tools such as definitions, references, hover, diagnostics, symbol rename, and file edits.
- MCP-NixOS - MCP server for live NixOS, nixpkgs, Home Manager, nix-darwin, Nixvim, FlakeHub, Noogle, NixOS Wiki, nix.dev, NixHub, binary cache, and local flake input lookups.
- mcp-proxy Transport Bridge - MCP transport bridge that converts between stdio, SSE, and Streamable HTTP so local MCP clients can reach remote servers, or remote clients can reach local stdio servers.
- MCP Registry MCP Server - MCP server that lets Claude and other MCP clients search and page through the official MCP Registry from a local stdio server.
- MCP Teams Server - MCP server for Microsoft Teams channel workflows, including reading threads, posting new threads, replying to threads, mentioning members, and listing team members.
- MCP Toolbox for Databases - Open source MCP server and tool framework from Google for connecting AI agents, IDEs, and applications to databases through prebuilt or custom database tools.
- MCP Unity Editor Server - Unity Editor MCP bridge from CoderGamester that lets Claude and other MCP clients inspect scenes, manage GameObjects, edit components and materials, run tests, read console logs, and automate Unity project workflows through a Node.js stdio server connected to a Unity WebSocket bridge.
- MCPHub Server Manager - Dashboard, CLI, and gateway for centrally managing many MCP servers and exposing them as authenticated all-server, group, single-server, or smart routing endpoints.
- MCPJungle Gateway - Self-hosted MCP gateway for registering HTTP and stdio MCP servers once, exposing them through a unified MCP endpoint, and using tool groups, access-control, and upstream authentication for shared agent deployments.
- mcpo MCP OpenAPI Proxy - MCP-to-OpenAPI proxy server that wraps MCP servers and exposes their tools as standard HTTP endpoints with generated OpenAPI schemas and docs.
- MeiGen AI Design MCP Server - MCP server and CLI for AI image and video generation with gallery search, prompt enhancement, model listing, local preferences, ComfyUI workflows, MeiGen Cloud, and OpenAI-compatible provider support.
- Memesio MCP Server - Memesio MCP Server is a hosted MCP endpoint for meme template discovery, captioned meme creation, share links, and AI-assisted meme generation. Public tools support anonymous/rate-limited usage, while optional developer or agent keys unlock higher-rate, premium, and AI-powered actions.
- Memory Bank MCP Server - MCP server for remote project memory-bank management, with multi-project directories, file listing, read/write/update tools, and path isolation.
- Memory MCP Server for Claude - Official reference MCP server that gives Claude persistent memory through a local knowledge graph of entities, relations, and observations, stored in a file on your own machine.
- MetaMCP Gateway - Docker-deployed MCP gateway that aggregates downstream MCP servers into namespaces, endpoints, SSE, Streamable HTTP, OpenAPI, auth, and rate limits.
- Microsandbox MCP Server for Claude - Connect Claude to Microsandbox microVMs for sandbox lifecycle, command execution, filesystem, volume, and metrics workflows.
- Microsoft Learn MCP Server - Official Microsoft Learn remote MCP server that gives AI agents real-time access to Microsoft documentation search, page fetch, and code sample search.
- Microsoft MCP Gateway - MIT-licensed Kubernetes gateway and management layer for MCP servers, with session-aware routing, adapter lifecycle APIs, tool registration, Entra ID role authorization, and optional agent/session preview resources.
- Milvus MCP Server - MCP server from Zilliz for connecting Claude to Milvus vector database collections, text search, vector search, hybrid search, inserts, deletes, indexes, collection loading, database switching, and collection metadata.
- MiniMax MCP Server - Official MiniMax MCP server for using MiniMax text-to-speech, voice cloning, voice design, image generation, video generation, music generation, and media retrieval APIs from Claude and other MCP clients.
- Mobile MCP Server - Cross-platform mobile automation MCP server for iOS and Android simulators, emulators, and real devices using accessibility snapshots, screenshots, coordinate taps, app management, and input tools.
- Monday MCP Server for Claude - Manage monday.com boards, items, and CRM activities
- MongoDB MCP Server for Claude - Official MongoDB MCP server that connects Claude and other MCP clients to MongoDB databases and MongoDB Atlas for read-only analysis, schema metadata, aggregation, Atlas project operations, performance advisor data, exports, and MongoDB Assistant knowledge search.
- MySQL MCP Server - MCP server for connecting Claude to MySQL databases with schema inspection, SQL query execution, SSH tunnel support, multi-database mode, and configurable write-operation controls.
- n8n MCP Server - MCP server that gives Claude and other MCP clients structured access to n8n node documentation, workflow templates, validation tools, and optional n8n API workflow management.
- Neo4j MCP Server - Official Neo4j MCP server for giving Claude structured access to Neo4j graph schema introspection, read-only Cypher, optional write Cypher, and Graph Data Science procedure discovery.
- Neon MCP Server for Claude - Official Neon MCP server that connects Claude and other MCP clients to Neon Postgres projects, branches, schemas, SQL queries, migrations, performance tuning, Neon Auth, Data API setup, and Neon documentation through a hosted Streamable HTTP endpoint.
- Netlify MCP Server for Claude - Create, deploy, and manage websites on Netlify platform
- New Relic MCP Server for Claude - Official New Relic AI MCP Server for connecting Claude, Codex, VS Code, Windsurf, Gemini CLI, and other MCP clients to New Relic observability data, NRQL, alerts, incidents, entities, logs, performance analysis, and deployment impact context.
- Nginx UI MCP Module - Built-in MCP interface for Nginx UI that lets Claude-compatible agents manage Nginx configuration files, inspect Nginx status, reload Nginx, and restart the Nginx service through an authenticated SSE endpoint.
- Nocturne Memory MCP Server - Long-term memory MCP server for agents, with URI-addressed memories, namespaces, search, aliases, glossary triggers, a visual dashboard, and reviewable rollback snapshots backed by SQLite or PostgreSQL.
- NotebookLM MCP Server - MCP server that lets Claude work with Google NotebookLM notebooks through a real Chrome profile, source ingestion, citations, and audio overviews.
- Notion MCP Server for Claude - Read docs, update pages, and manage tasks in Notion workspaces
- Nuclear MCP Server - Built-in Streamable HTTP MCP server for Nuclear Music Player that lets Claude inspect available music-player domains, discover method signatures, describe data types, and control playback, queue, favorites, playlists, dashboard, and provider workflows.
- Obsidian MCP Server - MCP server that lets Claude interact with an Obsidian vault through the Obsidian Local REST API community plugin.
- Octocode MCP - Code research MCP server that gives Claude GitHub code search, repository exploration, PR search, local ripgrep, local file reading, LSP definitions, references, call hierarchy, and package-to-source discovery.
- Odoo MCP Server - MCP server for Odoo ERP systems, with tools for reading records, discovering models and fields, aggregating data, diagnosing access, scanning addons, planning migrations, and running gated safe-write workflows.
- Office PowerPoint MCP Server - MCP server for creating, editing, formatting, and analyzing Microsoft PowerPoint presentations through python-pptx.
- Office Word MCP Server - MCP server for creating, reading, formatting, analyzing, converting, and manipulating Microsoft Word documents.
- Okta MCP Server for Claude - Connect Claude to Okta's official self-hosted MCP server for scoped identity administration, users, groups, applications, policies, logs, brands, and tenant management workflows.
- Omnisearch MCP Server - MCP server that unifies web search, AI answer, GitHub search, and web extraction providers including Tavily, Brave, Kagi, Exa, Linkup, Firecrawl, and GitHub behind four consolidated tools.
- open-webSearch MCP Server - No-key multi-engine MCP server, CLI, and local daemon for web search and public web content retrieval across engines such as Bing, DuckDuckGo, Brave, Exa, Baidu, CSDN, Juejin, Startpage, and Sogou.
- OpenAPI MCP Server for Claude - Explore OpenAPI and Swagger specifications from Claude through a hosted MCP server that returns API overviews and per-operation schema details.
- OpenMetadata MCP Server - OpenMetadata MCP OAuth server that lets Claude-compatible clients access OpenMetadata metadata tools through user SSO or Basic Auth, PKCE, dynamic client registration, and OpenMetadata's normal permission model.
- Oracle MCP Servers - Official Oracle repository of MCP reference servers for OCI CLI, OCI SDK, Oracle Database services, Cloud Guard, Object Storage, Monitoring, Logging, and Oracle Database documentation workflows.
- Overture MCP - MCP server that turns an AI coding agent's plan into a local interactive flowchart, approval workflow, execution tracker, branch selector, and plan history before code changes proceed.
- Packrift MCP Server - Packrift MCP Server exposes Packrift's packaging-supplies catalog through a remote MCP endpoint. It lets AI agents search packaging products, retrieve pricing and inventory context, and create cart URLs for ecommerce packaging workflows. Use it when an agent needs packaging-supply discovery, carton or mailer selection, or cart-building support.
- PagerDuty MCP Server for Claude - Official PagerDuty MCP Server for connecting Claude, Cursor, VS Code, and other MCP clients to PagerDuty incidents, services, schedules, on-call rotations, escalation policies, teams, event orchestrations, status pages, and incident-response workflows.
- PAL MCP Server - Provider Abstraction Layer MCP server for orchestrating multiple AI models, external AI CLIs, planning, consensus, code review, debugging, and delegated sub-agent workflows from one MCP client.
- Paper Search MCP Server - Python MCP server and CLI for searching, deduplicating, downloading, and reading academic papers across open and public sources such as arXiv, PubMed, bioRxiv, Semantic Scholar, OpenAlex, CORE, Europe PMC, Zenodo, HAL, and more.
- PaperBanana MCP Server - MCP server for generating academic diagrams, statistical plots, figure packages, and visual evaluations from research context through PaperBanana's multi-agent illustration pipeline.
- Paypal MCP Server for Claude - Integrate PayPal commerce capabilities, payment processing, and transaction management
- PDF Reader MCP - PDF-focused MCP server that lets Claude read one or more local or remote PDFs, extract full text, page ranges, metadata, page counts, embedded images, and table-like structures.
- Pentest AI MCP Server - Offensive-security MCP server from pentest-ai that lets Claude list and run wrapped security tools, plan and install missing tools, launch authorized engagements, run web, recon, API, cloud, AD, credential, vulnerability, mobile, wireless, and LLM-red-team assessments, and retrieve findings, attack chains, reports, and process status.
- Perplexity MCP Server for Claude - Official Perplexity MCP server that connects Claude to the Perplexity Sonar API for real-time, web-grounded answers with citations, so responses can draw on current information beyond the model's training data.
- pg-aiguide MCP Server - PostgreSQL documentation and best-practice MCP server from Timescale that gives Claude semantic and keyword search across PostgreSQL, TimescaleDB, and PostGIS docs.
- Plaid MCP Server for Claude - Analyze, troubleshoot, and optimize Plaid integrations for banking data and financial account linking
- Plane MCP Server - Official Plane MCP server for connecting Claude to Plane projects, work items, cycles, modules, initiatives, comments, links, work logs, pages, and workspace metadata.
- PlanetScale MCP Server for Claude - Connect Claude to PlanetScale's official hosted MCP server for organizations, databases, branches, schemas, Insights, documentation search, and scoped SQL query workflows.
- Playwright MCP Server for Claude - Official Microsoft Playwright MCP server that lets Claude drive a real browser through Playwright's accessibility tree for fast, deterministic web automation and testing.
- Postgres MCP Pro - PostgreSQL MCP server from Crystal DBA for schema inspection, SQL execution, EXPLAIN plans, index tuning, top-query analysis, and database health checks with configurable restricted or unrestricted access.
- Postgresql MCP Server - MCP Servers - Official MCP server providing read-only access to PostgreSQL databases with schema inspection and query capabilities
- PostHog MCP Server for Claude - Connect Claude to PostHog's official MCP server for product analytics, feature flags, experiments, dashboards, error tracking, logs, surveys, data warehouse, and project operations.
- Postman MCP Server for Claude - Official Postman MCP Server for connecting Claude, Codex, Cursor, VS Code, Gemini CLI, and other MCP clients to Postman workspaces, collections, specifications, mocks, monitors, environments, API definitions, and code generation workflows.
- Prometheus MCP Server - Direct Prometheus MCP server that lets Claude run PromQL instant and range queries, discover metrics, inspect metadata, and review scrape targets.
- Prompt-to-asset - MCP server that generates production-ready visual assets by routing requests across 30+ image generation models. Handles app icons, favicons, OG images, logos, and wordmarks. Validates output for WCAG contrast and palette consistency. Zero API key required for first run via Pollinations and Stable Horde free tiers.
- Pulumi MCP Server for Claude - Connect Claude to Pulumi's MCP server for Pulumi Cloud stacks, resource search, Registry context, policy findings, organization access, and Pulumi Neo infrastructure workflows.
- Qdrant MCP Server for Claude - Connect Claude to Qdrant for read-only semantic search or opt-in semantic memory storage through the official MCP server.
- Radar MCP Server - Built-in HTTP MCP server for Radar, the local-first Kubernetes UI that gives Claude token-optimized cluster topology, health, events, logs, audit, RBAC, GitOps, workload, and resource-management tools.
- Rails MCP Server - Ruby gem MCP server for Rails projects that lets Claude inspect files, routes, models, schema, controller-view relationships, environment config, and framework guides.
- Reddit MCP Buddy for Claude - Browse Reddit, search posts, and analyze user activity directly from Claude - no API keys required
- Redis MCP Server for Claude - Official Redis MCP server providing natural language interface for Redis data management and operations
- Ref Tools MCP Server - MCP server for token-efficient documentation search and URL reading across public docs plus Ref-indexed private repositories, PDFs, and documentation sources.
- Replicate MCP Server - Official Replicate MCP server for using Replicate model search, API tooling, and optional code-mode workflows from Claude Desktop, VS Code, Cursor, and compatible MCP clients.
- Resend MCP Server for Claude - Official Resend MCP server for giving Claude and other MCP clients controlled access to email sending, received email, contacts, broadcasts, domains, segments, topics, API keys, and webhooks through stdio or Streamable HTTP.
- Roam Code - Local codebase intelligence CLI and MCP server that gives Claude a SQLite code graph, change-safety gates, code health checks, impact analysis, review tools, and audit evidence for agent-assisted coding.
- ROS MCP Server - MCP server that connects Claude and other MCP clients to ROS and ROS 2 robots through rosbridge for topic, service, action, parameter, sensor, and robot state workflows.
- Ruflo MCP Server - MCP server and CLI for Ruflo's multi-agent Claude Code and Codex workflow harness, exposing tools for swarms, agents, memory, hooks, daemons, plugins, federation, and project automation.
- Scrapling MCP Server - MCP server for Scrapling web scraping workflows, including HTTP scraping, browser-backed dynamic fetching, stealth fetching, screenshots, persistent browser sessions, selectors, proxies, and prompt-injection sanitization.
- Searchcode MCP Server - Remote MCP server for analyzing, searching, retrieving, and auditing code from public Git repositories without cloning them into the local workspace.
- Semble MCP Server - Local code-search MCP server for agents, using CPU-only hybrid retrieval to index repositories and return focused snippets for natural-language queries.
- Sentry MCP Server for Claude - Monitor errors, debug production issues, and track application health
- Sequential Thinking MCP Server for Claude - Official reference MCP server that gives Claude a structured sequential thinking tool for breaking complex problems into ordered, revisable thought steps, all processed locally with no external calls.
- Serena MCP Server for Claude - Serena is an open-source coding-agent toolkit by Oraios that gives Claude semantic, symbol-level code tools backed by language servers, so it can find, read, and edit code precisely instead of pasting whole files.
- shadcn/ui MCP Server - MCP server that gives Claude access to shadcn/ui component source, demos, blocks, metadata, and multi-framework implementations.
- Shopify Dev MCP for Claude - Official Shopify Dev MCP server from the Shopify AI Toolkit that connects Claude and other MCP clients to Shopify developer documentation, API schemas, GraphQL validation, Liquid and theme validation, UI extension validation, Shopify Functions guidance, Polaris surfaces, and Shopify CLI workflow guidance.
- Short Video Maker MCP Server - MCP and REST server for creating short-form videos from scene text, Pexels search terms, text-to-speech, captions, background music, Whisper captions, FFmpeg, and Remotion rendering.
- Shrimp Task Manager MCP Server - MCP server for AI-assisted development task planning, decomposition, dependency tracking, execution workflow state, reflection, and research mode.
- Slack MCP Server for Claude - Official Slack remote MCP server that connects Claude and other MCP clients to Slack search, messages, channels, threads, canvases, reactions, users, and workspace context through OAuth-backed Streamable HTTP.
- Snowflake MCP Server for Claude - Snowflake-managed MCP server for connecting Claude and other MCP clients to Cortex Analyst, Cortex Search, Cortex Agents, SQL execution, UDFs, stored procedures, and governed warehouse data.
- Snyk MCP Server for Claude - Official Snyk Studio MCP Server for connecting Claude Code, Codex CLI, Cursor, Gemini CLI, and other local MCP clients to Snyk Code, Open Source, IaC, container, SBOM, AI-BOM, package-health, authentication, and secure-at-inception workflows.
- Socket MCP Server for Claude - Security analysis and vulnerability scanning for dependencies
- Softeria Microsoft 365 Graph MCP Server - Microsoft 365 Graph API MCP server for personal and organization accounts, with OAuth, read-only mode, scope allowlists, presets, multi-account support, and Streamable HTTP deployment.
- Solana MCP Server - Solana Agent Kit MCP server that lets Claude use a configured Solana wallet and RPC endpoint for on-chain actions such as wallet balance checks, asset lookup, token deployment, transfers, NFT minting, token trades, domain resolution, TPS checks, and test-fund requests.
- SonarQube MCP Server - Official SonarSource MCP server that connects Claude to SonarQube Server or SonarQube Cloud for code quality, security issues, hotspots, measures, quality gates, branches, pull requests, snippets, and system context.
- Spec Workflow MCP Server - MCP server for spec-driven development workflows, requirements, design docs, task breakdowns, approvals, implementation logs, and a real-time dashboard.
- Square MCP Server for Claude - Build on Square APIs for payments, inventory, and order management
- StarRocks MCP Server - Official StarRocks MCP server for SQL execution, database exploration, StarRocks resource templates, system information, table/database overviews, and Plotly chart generation.
- Storybook MCP Server for Claude - Storybook MCP addon that lets Claude and other MCP clients inspect component documentation, generate stories, preview UI states, and run Storybook tests against a local Storybook project.
- Stripe MCP Server for Claude - Payment processing, subscription management, and financial transaction handling
- Stytch MCP Server for Claude - Configure and manage Stytch authentication services and workspace settings
- Supabase MCP Server for Claude - Connect Claude to Supabase projects through the official MCP server with project scoping, read-only mode, and feature-group controls.
- TalkToFigma MCP Server - Figma MCP bridge that connects Claude Code, Cursor, and other agents to a Figma plugin through WebSocket channels so they can read designs and modify nodes, text, layouts, styles, annotations, and components.
- Tavily MCP Server for Claude - Official Tavily MCP server that gives Claude agent-optimized web search and page extraction, returning concise, source-cited results designed for LLM reasoning rather than raw search engine pages.
- tbxark MCP Proxy Server - MIT-licensed MCP proxy server that aggregates multiple downstream MCP servers behind one HTTP service, exposing each configured server through SSE or Streamable HTTP endpoints with auth tokens and tool filtering.
- Telegram MCP Server - Telethon-powered MCP server for connecting Claude to Telegram accounts, chats, messages, contacts, media, folders, groups, channels, profile settings, and read-only or full account workflows.
- Terraform MCP Server for Claude - Connect Claude to Terraform Registry, HCP Terraform, and Terraform Enterprise context through HashiCorp's MCP server.
- Time MCP Server - Official MCP server that gives Claude current time and timezone conversion tools using IANA timezone names.
- Todoist MCP Server - MCP server for Todoist task and project management, with tools for tasks, subtasks, projects, sections, labels, comments, reminders, filters, activity, backups, collaboration, bulk operations, and dry-run testing.
- ToolHive MCP Platform - Open-source MCP platform for running MCP servers in isolated containers, managing registries, enforcing access policy, and operating local or Kubernetes-based MCP infrastructure.
- TradingView MCP Server - Python MCP server that connects Claude to market screening, TradingView-style technical analysis, Yahoo Finance prices, financial news, Reddit sentiment, backtesting, options-chain lookups, and multi-timeframe trading research workflows for crypto and stock markets.
- Trello MCP Server - MCP server for Trello boards, cards, lists, comments, checklists, attachments, labels, board activity, workspace selection, and rate-limited Trello API automation from Claude.
- TrendRadar MCP Server - MCP server for querying, searching, analyzing, syncing, reading, and sending alerts from a self-hosted TrendRadar news, RSS, and public-opinion monitoring workspace.
- Twilio MCP Server for Claude - Connect Claude to Twilio's hosted MCP server for read-only search and retrieval across public Twilio API specifications, Twilio Docs, SendGrid Docs, Segment Docs, and support articles.
- Unity MCP Server - Unity Editor MCP bridge that lets AI assistants manage assets, edit scripts, control scenes, run tests, and automate Unity workflows through the Model Context Protocol.
- Unla MCP Gateway - Lightweight Go MCP gateway that turns existing MCP servers and REST APIs into managed SSE or Streamable HTTP MCP endpoints through configuration.
- Unreal Engine MCP Server - MCP server and native Unreal Engine automation bridge for controlling UE5 projects, assets, actors, levels, Blueprints, Niagara, Sequencer, tests, screenshots, logs, and editor automation from Claude.
- Vercel MCP Server for Claude - Manage deployments, analyze logs, and control Vercel projects
- Vexa MCP Server - MCP server for Vexa meeting bots, real-time transcripts, recordings, meeting chat, bot speech, calendar workflows, webhooks, and self-hosted meeting APIs.
- Vibe Check MCP - Maintenance-mode MCP server that adds metacognitive oversight tools for challenging an agent's plan, recording recurring mistakes, and applying session rules before complex or high-risk work continues.
- Wassette MCP Server - Microsoft-maintained MCP server and security-oriented WebAssembly component runtime for loading sandboxed tools, managing component permissions, and exposing Wasm component tools to Claude through MCP.
- WebClaw MCP Server - Local-first MCP server for web scraping, crawling, URL mapping, batch extraction, structured extraction, summarization, diffing, brand extraction, and optional hosted API fallback for bot-protected pages.
- WebDriverIO MCP Server - WebDriverIO MCP server that lets Claude automate browsers and mobile apps with navigation, clicks, typing, screenshots, accessibility snapshots, cookies, geolocation, native app sessions, and Appium-style gestures.
- Webiny MCP Server - Webiny's MCP server for exposing Webiny-specific skills and development instructions to Claude, Cursor, Copilot, Windsurf, opencode, and other AI coding agents over stdio.
- WhatsApp MCP Server - Personal WhatsApp MCP server with a Go bridge and Python MCP server for searching contacts and chats, reading messages, sending messages, sending media, and downloading WhatsApp media.
- WinDbg MCP Server - MCP server that connects Claude to Windows CDB/WinDbg for crash dump discovery, dump triage, remote debugging targets, custom debugger commands, debugger cleanup, and CTRL+BREAK interrupts.
- Windows MCP Server - Windows computer-use MCP server that lets AI agents interact with the Windows operating system through UI state, keyboard and mouse actions, application control, file navigation, QA testing, and browser DOM mode.
- Workato MCP Server for Claude - Access any application, workflows, or data via Workato's integration platform
- XcodeBuildMCP Server - MCP server and CLI for AI-assisted iOS and macOS development with Xcode project discovery, simulator management, builds, tests, app utilities, and device workflows.
- Xquik MCP Server - Remote MCP server for X and Twitter automation: tweet search, profile timelines, follower export, media workflows, webhooks, and confirmation-gated write actions.
- YIELD INTELLIGENCE MCP โ Passive Income Analysis - Analyze passive income opportunities using live US Treasury rates, an AI-powered yield optimizer, and portfolio return calculator โ no auth, no install, connect by URL
- YouTube MCP Server - MCP server that uses yt-dlp to download YouTube subtitles so Claude can read, summarize, and analyze video transcripts from approved YouTube URLs.
- Yuque MCP Server - Official Yuque MCP server that connects Claude to Yuque knowledge bases for user lookup, search, books, documents, notes, resources, and table-of-contents workflows, including read, create, and update tools over stdio with personal or group API tokens.
- Zapier MCP Server for Claude - Connect to nearly 8,000 apps through Zapier's automation platform
- Zeplin MCP Server for Claude - Official Zeplin MCP server that lets AI coding agents access Zeplin screen specs, component specs, annotations, assets, and design tokens for design-to-code workflows.
- Zyntra - Temp e-mails MCP - MCP server for e-mail testing: create disposable inboxes, wait for delivery, and extract e-mail content or links - all from your AI agent or test automation workflow.
Get a free API key on https://app.zyntra.app/
- Activepieces - Open-source, self-hostable workflow automation platform with AI workflows, TypeScript pieces, human-in-the-loop steps, and a built-in MCP server.
- Agenta - Open-source LLMOps platform for prompt management, prompt versioning, evaluation, and observability across LLM applications.
- AgentOps - Open-source observability platform and SDK for tracing, debugging, replaying, and cost-monitoring AI agent and LLM application runs.
- Agno - Open-source SDK and runtime for building, running, and managing agent platforms with agents, teams, workflows, memory, knowledge, tools, MCP, and AgentOS.
- Aider - Open-source terminal coding assistant that edits files in Git repositories using chat-driven development loops.
- Apache Airflow - Apache-2.0 platform for programmatically authoring, scheduling, monitoring, and operating workflow DAGs across workers, executors, providers, and task logs.
- Apify - Web automation and scraping platform with actors, datasets, APIs, and integrations for data extraction workflows.
- Arcade - Tool-calling platform for AI agents with authenticated actions, user approvals, and external service integrations.
- Arize Phoenix - Open-source observability and evaluation tooling for LLM applications, traces, datasets, and experiments.
- Asciinema - Open-source CLI and web ecosystem for recording, replaying, live streaming, sharing, and embedding terminal sessions as lightweight asciicast files.
- ast-grep - Open-source CLI for structural code search, linting, and rewriting with abstract syntax tree patterns.
- Authsome - Local credential broker for AI agents. Log in once via OAuth2 or API key, encrypted local vault stores credentials, and a local proxy injects them at request time so agents never see raw secret values.
- BentoML - Apache-2.0 Python framework for building, packaging, serving, containerizing, and deploying AI model inference APIs and multi-model serving systems.
- Bolt - Browser-based AI app builder for creating, editing, running, and deploying web projects from prompts.
- Braintrust - Evaluation, prompt experimentation, logging, and data platform for production AI application development.
- Browser Use - Open-source browser automation library for building AI agents that can navigate, click, type, and inspect websites.
- Browserbase - Cloud browser infrastructure for browser automation, AI agents, scraping workflows, and web interaction at scale.
- Browserless - Managed and self-hostable headless browser infrastructure for Puppeteer, Playwright, BrowserQL, REST APIs, and AI browser automation workflows.
- ccusage - Local CLI for analyzing Claude Code and other coding-agent token usage, costs, sessions, and billing-window activity from local usage data.
- Chainlit - Apache-2.0 Python framework for building production-ready conversational AI apps with chat lifecycles, messages, steps, actions, elements, authentication, persistence, and integrations.
- Chroma - Open-source AI data infrastructure for storing documents, embeddings, metadata, and retrieval indexes across local, self-hosted, and managed Chroma Cloud deployments.
- Claude Code - Anthropic command-line coding agent for codebase questions, edits, tests, and terminal-centered development tasks.
- Cline - Open-source autonomous coding agent extension for planning, editing, running commands, and using tools from VS Code.
- Cloudflare Agents SDK - Cloudflare framework for building, deploying, and running AI agents on Workers with durable platform primitives.
- CodeRabbit - AI code review platform for pull request summaries, review comments, repository context, and engineering feedback loops.
- Composio - Integration platform for connecting AI agents and applications to external tools, APIs, auth, and workflows.
- Continue - Open-source AI coding assistant for custom model routing, editor chat, autocomplete, and development workflows.
- Cosign - Apache-2.0 Sigstore CLI for signing, verifying, and attesting containers, blobs, binaries, SBOMs, and OCI artifacts with keyless OIDC, KMS keys, Fulcio, Rekor, bundles, and registry storage.
- CrewAI - Framework and platform for building multi-agent workflows, role-based agents, process automation, and AI crews.
- Crush - Terminal-based agentic AI coding assistant from Charm that works with many LLM providers, uses LSP and MCP for context, manages per-project sessions, and asks permission before running tools by default.
- Cursor - AI-native code editor for codebase-aware chat, agent-assisted edits, and software development workflows.
- Dagster - Apache-2.0 data orchestration platform for building, testing, deploying, observing, and automating data assets, jobs, schedules, sensors, and pipelines.
- Daytona - Open-source infrastructure for securely running AI-generated code in isolated sandboxes that start in milliseconds, with SDKs for Python, TypeScript, and other languages, persistent snapshots, and an optional managed cloud.
- dbt Core - Apache-2.0 dbt engine for transforming warehouse data with SQL models, Jinja, YAML configs, tests, documentation, lineage, metadata, and build artifacts.
- DeepEval - Open-source Python framework for unit-testing LLM applications, agents, RAG pipelines, metrics, regression suites, and traces.
- Devin - AI software engineering agent for planning, coding, debugging, and executing development tasks with autonomous workflows.
- DSPy - Python framework from Stanford NLP for programming language-model systems with signatures, modules, tools, metrics, and optimizers instead of hand-written prompts.
- DuckDB - MIT-licensed embedded analytical SQL database for local OLAP workloads, data files, notebooks, Python and R clients, extensions, and single-file analytics workflows.
- DVC - Open-source data and model versioning tool for tracking datasets, ML artifacts, pipelines, experiments, metrics, and remote storage alongside Git.
- E2B - Open-source infrastructure for running AI-generated code in secure, isolated cloud sandboxes, with Python and JavaScript SDKs, a Code Interpreter package, and self-hosting options.
- Evidently - Open-source ML and LLM observability framework for evaluating, testing, and monitoring data quality, drift, model behavior, and AI application outputs.
- Exa - Search and web retrieval API designed for AI applications, agents, research workflows, and semantic web discovery.
- Firecrawl - Web scraping and crawling API for turning websites into clean markdown, structured data, and LLM-ready content.
- Garak - Open-source LLM vulnerability scanner for probing model behavior, prompt attack surfaces, and safety failures.
- Giskard - AI testing platform for evaluating, scanning, and monitoring machine learning and LLM application quality.
- GitHub Copilot - AI developer assistant across GitHub, editors, pull requests, chat, code review, and agentic coding workflows.
- Gitleaks - Open-source secret scanner for finding passwords, API keys, tokens, and other credentials in git history, files, directories, and stdin.
- Google Agent Development Kit - Apache-2.0 code-first toolkit for building, running, evaluating, and deploying AI agents, workflows, tools, sessions, and multi-agent systems.
- Goose - Open-source, extensible AI agent that goes beyond code suggestions to install, execute, edit, and test with any LLM, available as a desktop app, CLI, and API with 70+ MCP extensions.
- Gradio - Apache-2.0 Python framework for building and sharing machine-learning demos, AI web apps, model interfaces, chatbots, API front ends, and interactive evaluation tools.
- Graphite Diamond - AI code review assistant for pull requests, engineering feedback, and review workflow acceleration inside Graphite.
- Great Expectations - Apache-2.0 GX Core Python library for data quality Expectations, validation definitions, checkpoints, Data Docs, metadata stores, and pipeline quality checks.
- Grype - Apache-2.0 vulnerability scanner from Anchore for container images, filesystems, archives, SBOMs, PURLs, and CPEs, with risk scoring, VEX filtering, and CI-friendly output.
- Guardrails AI - Open-source Python framework for adding input and output guards, validators, structured generation, and policy checks to LLM applications.
- Haystack - Open-source AI orchestration framework for building production-ready agents, RAG pipelines, multimodal search, retrieval, and tool-using LLM applications.
- Helicone - Open-source LLM observability platform for logging, metrics, cost tracking, feedback, and gateway workflows.
- Hugging Face Accelerate - Apache-2.0 library for running raw PyTorch training and inference code across CPU, GPU, TPU, DeepSpeed, FSDP, and mixed-precision environments.
- Hugging Face Datasets - Apache-2.0 library for loading, sharing, streaming, inspecting, and preprocessing AI datasets from the Hugging Face Hub or local files.
- Hugging Face Diffusers - Apache-2.0 library for pretrained diffusion model pipelines, schedulers, adapters, optimization, and training workflows for image, video, and audio generation in PyTorch.
- Hugging Face Evaluate - Apache-2.0 library for loading, computing, comparing, saving, and sharing evaluation modules for machine learning models and datasets.
- Hugging Face PEFT - Apache-2.0 library for parameter-efficient fine-tuning of large pretrained models with adapters, LoRA, prompt tuning, Transformers, Diffusers, and Accelerate.
- Hugging Face Transformers - Apache-2.0 model-definition framework for pretrained text, vision, audio, video, and multimodal models across inference, training, pipelines, generation, and fine-tuning.
- HumanLayer - Open-source project behind CodeLayer, an IDE for orchestrating AI coding agents built on Claude Code, with keyboard-first workflows, team context engineering, and parallel Claude Code sessions across worktrees and cloud workers.
- Hyperbrowser - Browser automation infrastructure for AI agents, web scraping, browser sessions, and large-scale web workflows.
- Instructor - Open-source Python library for structured LLM outputs using Pydantic response models, validation, retries, streaming, and provider adapters.
- Kubescape - Apache-2.0 CNCF-incubating Kubernetes security platform and CLI for scanning clusters, manifests, Helm charts, Kustomize projects, Git repositories, and container images for misconfigurations, compliance gaps, and vulnerabilities.
- Label Studio - Open-source data labeling, annotation, and human-in-the-loop AI evaluation platform for text, images, audio, video, time series, and multimodal datasets.
- Lakera Guard - AI security platform for detecting prompt injection, unsafe content, data leakage, and LLM application abuse.
- LanceDB - Apache-2.0 multimodal AI lakehouse and embedded retrieval database for vector search, full-text search, SQL filtering, RAG, and AI/ML data workflows.
- Langflow - Open-source visual framework for building and deploying AI agents, RAG apps, workflows, MCP tools, and LLM applications with reusable components.
- Langfuse - Open-source LLM engineering platform for tracing, prompt management, evaluation, metrics, and observability.
- LangGraph - Agent orchestration framework for building stateful, controllable, multi-step LLM and agent workflows.
- LangSmith - Observability, evaluation, tracing, and testing platform for LLM applications and agent workflows.
- LiteLLM - Open-source AI gateway and Python SDK for routing LLM calls through a unified OpenAI-compatible interface.
- llama.cpp - MIT-licensed C/C++ LLM inference runtime for running GGUF models locally or through a lightweight OpenAI-compatible llama-server.
- LlamaIndex - Open-source framework for building agentic LLM applications over private data with ingestion, indexes, retrieval, RAG, tools, workflows, and evaluation.
- Lovable - AI app builder for generating and iterating on web applications from natural language product requests.
- Make - Visual automation platform for building integrations, scenarios, API workflows, and AI-connected business processes.
- Marimo - Apache-2.0 reactive Python notebook stored as pure Python for reproducible experiments, SQL-backed data workflows, script execution, app deployment, and AI-assisted editing.
- Mastra - TypeScript agent framework for building AI agents, workflows, memory, tool calling, and evaluation-backed applications.
- MCP Inspector - Official visual testing and debugging tool for Model Context Protocol servers.
- MCP Supergateway Hub - Self-hostable hub that wraps stdio MCP servers as streamable HTTP endpoints via supergateway, so a fleet of Model Context Protocol servers can run on one machine and be reached from any MCP client over the network.
- Microsoft AutoGen - Open-source framework for building multi-agent AI applications, conversations, workflows, and autonomous systems.
- Milvus - Apache-2.0 vector database for scalable ANN search, hybrid retrieval, RAG, recommendation systems, image search, multimodal search, and AI agent memory.
- mini-SWE-agent - MIT-licensed command-line software-engineering agent for local coding tasks, GitHub issue fixing, trajectory inspection, and SWE-bench style evaluation.
- MLflow - Open-source AI engineering platform for tracing, evaluating, prompt-managing, and deploying agents, LLM applications, and ML models.
- n8n - Source-available workflow automation platform for self-hosted integrations, AI workflows, triggers, and data pipelines.
- NanoClaw - Open-source platform that runs Claude agents in isolated per-session containers, connects them to messaging channels, keeps per-agent memory and scheduled tasks, and routes credentials through a vault so keys never enter containers.
- Ollama - Local model runner for downloading, serving, and integrating open models with developer tools and agent workflows.
- Open SWE - Open-source framework for building internal coding agents that accept tasks via Slack, Linear, or GitHub, execute code changes in isolated cloud sandboxes, and open draft pull requests automatically.
- OpenAI Codex CLI - Lightweight, open-source coding agent from OpenAI that runs in your terminal, edits and runs code locally with configurable sandbox and approval modes, and authenticates with a ChatGPT plan or API key.
- OpenAI Evals - Open-source framework from OpenAI for evaluating LLM and agent behavior with reusable eval definitions, grading logic, datasets, and regression workflows.
- OpenAPI Generator - Open-source code generation tool for producing API clients, server stubs, documentation, schemas, and configuration from OpenAPI specs.
- OpenCode - Terminal-first AI coding agent for local development workflows, codebase edits, and model-flexible automation.
- OpenHands - AI-driven software development platform with a local GUI, CLI, Software Agent SDK, agent sandboxes, terminal/browser tools, and hosted cloud options.
- Pipedream - Workflow automation platform for connecting APIs, building event-driven automations, and integrating developer tools.
- Polars - MIT-licensed DataFrame query engine written in Rust for Python, Rust, Node.js, R, and SQL workflows with lazy execution, streaming, Arrow integration, and file, database, and cloud I/O.
- Prefect - Apache-2.0 Python workflow orchestration framework for resilient data pipelines with flows, tasks, deployments, schedules, retries, caching, workers, work pools, and observability.
- Promptfoo - Open-source prompt testing and red-teaming framework for LLM outputs, regressions, evaluations, and security checks.
- Protect AI - AI security platform for securing machine learning and LLM supply chains, models, applications, and infrastructure.
- Pydantic AI - Python agent framework from the Pydantic team for type-safe GenAI apps, tools, structured outputs, MCP, evals, and durable workflows.
- Microsoft PyRIT - Open-source Python framework from Microsoft for identifying generative AI safety and security risks through automated and human-led red-team assessments.
- Ragas - Open-source evaluation framework for testing RAG systems, prompts, agents, workflows, and other LLM application behavior.
- Ray - Apache-2.0 distributed AI compute engine for scaling Python, ML data processing, training, tuning, reinforcement learning, and model serving workloads.
- Raycast - macOS launcher and extension platform with AI commands, automations, team workflows, and developer-focused integrations.
- Replit Agent - Browser-based AI software builder for generating, editing, deploying, and iterating on applications in Replit.
- Roo Code - Open-source AI coding agent for VS Code with modes for planning, editing, debugging, and workflow automation.
- Semgrep - Static analysis platform and open-source CLI for finding bugs, security issues, secrets, dependency risk, and custom rule matches in code.
- Sentence Transformers - Apache-2.0 Python framework from Hugging Face for dense embeddings, sparse embeddings, semantic search, reranking, multimodal retrieval, and embedding-model training.
- Smithery - MCP server discovery and deployment platform for finding, installing, and running model context protocol tools.
- Sourcegraph Cody - AI coding assistant built around large codebase search, context retrieval, chat, and editor integrations.
- Speakeasy - OpenAPI-native platform and CLI for generating type-safe SDKs, CLIs, Terraform providers, contract tests, and standalone MCP servers.
- Stagehand - Open-source browser automation framework for combining code, Playwright-style control, and AI-assisted web actions.
- Streamlit - Apache-2.0 Python framework for turning scripts into interactive data apps, dashboards, reports, chat apps, multipage tools, and deployable analytical interfaces.
- SuperClaude Framework - Open-source configuration framework that enhances Claude Code with slash commands, specialized agents, behavioral modes, and MCP server integrations for a more structured development workflow.
- Syft - Apache-2.0 CLI and Go library from Anchore for generating SBOMs from container images, filesystems, directories, files, archives, and OCI layouts in SPDX, CycloneDX, and Syft JSON formats.
- Temporal - MIT-licensed durable execution platform for building resilient applications with Workflows, Activities, Workers, Task Queues, Namespaces, retries, schedules, and event history.
- Trigger.dev - Background job and workflow platform for TypeScript applications, long-running tasks, schedules, and durable automation.
- TruLens - Open-source evaluation and tracing framework for measuring AI agents, RAG systems, LLM apps, retrieval quality, feedback metrics, and trace-level regressions.
- Vercel AI SDK - TypeScript toolkit for building AI applications with model providers, streaming UI, tools, agents, and framework adapters.
- v0 - Vercel AI interface builder for generating, editing, and iterating on React and web UI from prompts.
- vLLM - Open-source high-throughput LLM inference and serving engine with PagedAttention, continuous batching, OpenAI-compatible APIs, tool calling, and structured outputs.
- Weave - Weights and Biases toolkit for tracking, evaluating, and debugging LLM applications and agent workflows.
- Weaviate - Open-source, cloud-native vector database for semantic search, hybrid search, RAG, reranking, multimodal retrieval, agent workflows, and production AI applications.
- Windsurf - Agentic coding environment focused on codebase context, multi-file edits, and AI-assisted development flow.
- Workato - Enterprise automation platform for business integrations, workflows, data processes, and AI-assisted automation.
- Zapier AI - Automation platform with AI-assisted workflows, app integrations, agents, actions, and business process automation.
- Zed - Collaborative code editor with AI assistance, fast native performance, and developer-focused collaboration workflows.
- Agent Evals Regression Gate Skill - Build repeatable eval suites that catch quality regressions in AI agent behavior before merge or release.
- AI Agent Observability and Incident Response Skill - Instrument AI agent systems with high-signal telemetry and runbook-driven incident response for reliability and safety.
- AI Business Idea Validation Capability Pack Skill - Expert business-validation capability pack for testing AI product ideas, market demand, pricing readiness, and launch feasibility.
- AI Search Ranking Content Cluster Strategy Skill - Build SEO-forward content clusters that align with search intent, topical authority, and conversion pathways for AI tooling niches.
- Audio Transcription + Summarization Skill - Transcribe audio files (MP3, WAV, M4A, etc.) using OpenAI Whisper AI and ffmpeg to produce structured, timestamped transcripts with automatic summarization and action item extraction. Supports multilingual transcription, speaker diarization, and meeting minutes generation.
- Auth.js Next.js Authentication Skill - Add or maintain Auth.js authentication in a Next.js app with next-auth, auth.ts, route handlers, providers, sessions, adapters, protected resources, proxy or middleware behavior, deployment configuration, and migration review.
- Base L2 Smart Contract Launchpad Skill - Ship smart contracts on Base with secure deployment, verification, environment management, and production-readiness checklists.
- Better Auth Next.js Authentication Skill - Add Better Auth to a Next.js App Router project with API route handlers, database-backed sessions, client helpers, protected route checks, and production auth safety review.
- Browser Agent Workflow Automation Skill - Build robust browser automation workflows for AI agents with deterministic selectors, retries, and safe action boundaries.
- Bun JavaScript Runtime Development Skill - Build high-performance JavaScript and TypeScript applications with Bun, the all-in-one runtime that's 3x faster than Node.js. Includes native TypeScript execution, built-in bundler, test runner, and package manager in a single binary.
- Clerk Next.js Authentication Skill - Add Clerk authentication to a Next.js App Router project with middleware, route protection, session-aware UI, environment hygiene, and production auth safety checks.
- CLI Data Visualization Quickstart Skill - Create publication-ready charts and visualizations from CSV, JSON, and Excel data using Python (matplotlib/seaborn) or Node.js (vega/vega-lite). Generate bar charts, line plots, scatter plots, heatmaps, and statistical visualizations with custom styling.
- Cloudflare Workers AI Edge Functions Skill - Deploy AI models and serverless functions to Cloudflare's global edge network with sub-5ms cold starts and 40% edge computing market share. Access 50+ open-source AI models (Llama-2, Whisper, Stable Diffusion) with pay-per-use pricing.
- Cloudflare Workers D1 KV R2 Capability Pack Skill - Expert Cloudflare capability skill for designing workers that combine D1, KV, and R2 with clear consistency, caching, and security boundaries.
- Code Review Automation Capability Pack Skill - Expert code-review capability pack for deterministic PR audits, risk-ranked findings, and low-noise fix planning without SaaS lock-in.
- Codex Automations Orchestrator Capability Pack Skill - Expert automation-orchestration capability pack for designing safe, low-noise recurring Codex workflows with clear runbooks.
- Codex Plugin Creator Capability Pack Skill - Expert Codex plugin capability pack for safe plugin scaffolding, manifest quality, MCP integration, and maintainable distribution.
- Convex Next.js Realtime Apps Skill - Build Convex-backed Next.js App Router applications with typed backend functions, reactive queries, client providers, realtime UI, data imports, and production deployment review.
- CSV/Excel Data Wrangler Skill - Clean, filter, join, pivot, and export CSV/XLSX data reliably with reproducible steps. Transform messy spreadsheets into production-ready datasets with pandas. Handle encoding issues, data type conversion, missing values, duplicates, and complex merges.
- Cursor Windsurf AI Code Editor Skill - Claude Code Skills - Configure and optimize Cursor and Windsurf AI code editors for maximum productivity. Set up agent mode, composer features, keybindings, and AI-powered refactoring workflows. Customize with .cursorrules and .windsurfrules for project-specific guidance.
- Docker Compose Production Blueprints Skill - Create production-grade Docker Compose stacks with healthchecks, secrets handling, network isolation, and safe rollout patterns.
- DOCX Report Generator Skill - Fill templated DOCX with data to produce reports, invoices, and formatted documents. Generate professional Word documents programmatically with python-docx or use Jinja2 templates with docxtpl for dynamic content insertion. Support tables, images, headers, footers, and custom styling.
- Drizzle ORM Schema Migrations Skill - Design and review Drizzle ORM schemas, typed SQL queries, drizzle-kit migrations, database-first pulls, codebase-first generates, and production migration safety plans.
- Ethereum Base Smart Contract Security Capability Pack Skill - Expert EVM capability skill for secure contract architecture across Ethereum and Base, including Foundry testing and operational controls.
- Ethereum Solidity Security Foundry Skill - Build and harden Ethereum smart contracts with Foundry, invariant testing, and battle-tested OpenZeppelin security patterns.
- FastAPI Python API Development Skill - Build high-performance async REST APIs with FastAPI, Python's fastest-growing web framework. Automatic OpenAPI/Swagger documentation, type-safe validation with Pydantic, native async/await support, and dependency injection for clean architecture.
- FastMCP Server Review Capability Pack Skill - Expert FastMCP review skill for auditing Python MCP server structure, tools, resources, prompts, transports, and deployment readiness before release.
- Git-Cliff Release Changelog Capability Pack Skill - Expert release-changelog capability pack for git-cliff with conventional commits, deterministic release notes, and low-maintenance versioning.
- GitHub Actions AI-Powered CI/CD Automation Skill - Build intelligent CI/CD pipelines with GitHub Actions, AI-assisted workflow generation, automated testing, and deployment orchestration.
- GitHub Actions Secure CI/CD Capability Pack Skill - Expert GitHub Actions capability skill for secure workflow architecture, token minimization, supply-chain controls, and CI reliability.
- GitHub Artifact Attestation Provenance Capability Pack Skill - Expert skill for reviewing GitHub Artifact Attestations, release artifact digests, workflow provenance, OIDC boundaries, and public release evidence before an AI agent recommends or publishes build outputs.
- Google Workspace Gemini Automation Skill - Create useful Gemini-powered Google Workspace automations for docs, sheets, email triage, and internal workflow productivity.
- HeyClaude Content Submission Factory - Prepare complete, source-backed HeyClaude content submissions for agents, MCP servers, tools, skills, rules, commands, hooks, guides, collections, and statuslines.
- HeyClaude Skill Submission Factory - Create portable Agent Skills, generate platform adapters, validate package metadata, and prepare PR-first HeyClaude submissions.
- Hono Edge API Development Skill - Build and review Hono TypeScript APIs for Cloudflare Workers, Bun, Deno, Node.js, Vercel, Netlify, and other Web Standards runtimes with routing, middleware, validation, RPC clients, OpenAPI generation, deployment checks, and production safety review.
- Husky Commit Governance Capability Pack Skill - Expert husky capability pack for lightweight local quality gates, commit message enforcement, and low-friction contributor workflows.
- Image OCR + Table Extraction Skill - Extract text and tabular data from images, scanned documents, and PDFs using Tesseract OCR engine with OpenCV preprocessing. Supports multi-language OCR (100+ languages), table structure detection, confidence scoring, orientation correction, and exports to CSV, JSON, and structured formats.
- IndexNow Search Indexing Accelerator Skill - Accelerate search discovery and indexing updates with IndexNow-aware publishing workflows and crawl-efficient update signaling.
- Inngest Next.js Durable Workflows Skill - Build Inngest-backed Next.js workflows with event triggers, durable steps, local Dev Server testing, API route serving, retries, concurrency, and production deployment review.
- JSON Schema Validate + Transform Skill - Validate JSON data against JSON Schema specifications (draft-07, 2019-09, 2020-12) and perform safe, lossless schema migrations and transformations using Ajv (fastest JSON Schema validator) and Zod (TypeScript-first validation).
- LLMs.txt Search Artifact Validation Capability Pack Skill - Expert validation skill for reviewing /llms.txt, search discovery artifacts, canonical signals, structured data, and LLM-ready documentation links.
- Log Parsing + Incident Timeline Skill - Parse web, application, and system logs into structured incidents and timelines with anomaly detection.
- Markdown Knowledge Base Composer Skill - Aggregate Markdown folders into cohesive knowledge bases with automated table of contents generation, cross-link validation and rewriting, heading normalization, and multi-format export (HTML, PDF, DOCX, EPUB).
- MCP Server Authoring Security Capability Pack Skill - Expert MCP capability skill for secure server authoring, tool schema discipline, auth boundaries, and adversarial prompt hardening.
- MCP Server Security Hardening Skill - Secure MCP servers with strict tool boundaries, auth controls, dependency hygiene, and abuse-resistant runtime policies.
- MCP Tool Contract Testing Skill - Validate MCP server tools with contract-style tests to catch schema drift, unsafe behavior, and integration regressions early.
- Mintlify AI Documentation Automation Skill - Automate beautiful, searchable documentation creation with Mintlify - the modern AI-native documentation platform.
- Model Routing Cost and Latency Optimizer Skill - Design and validate model routing strategies that reduce cost and latency while preserving output quality.
- n8n AI Agent Workflow Architect Skill - Design production-safe n8n automations with AI agents, retries, human approval gates, and observable error handling.
- n8n Operations Resilience Capability Pack Skill - Expert n8n operations capability pack for resilient workflow execution, incident recovery, credential safety, and production reliability.
- n8n Production Security Capability Pack Skill - Expert n8n capability skill focused on secure production operation, workflow isolation, secret hygiene, and abuse-resistant automation design.
- NestJS Backend API Development Skill - Build and maintain NestJS backend APIs with modules, controllers, providers, dependency injection, configuration, validation pipes, guards, interceptors, exception filters, OpenAPI docs, testing, and production safety review.
- next-intl Next.js Internationalization Skill - Add or maintain next-intl internationalization in a Next.js App Router project with messages, request configuration, locale-based routing, proxy or middleware behavior, Server and Client Components, typed message keys, localized navigation, SEO review, testing, and rollout planning.
- OpenAI Docs Skill - Official OpenAI skill that tells agents to use the OpenAI developer documentation MCP server first for API, Codex, Apps SDK, model-selection, and migration questions.
- OpenClaw Agent Ops Hardening Skill - Harden OpenClaw agent environments with secure defaults, policy boundaries, tool governance, and incident response playbooks.
- OpenClaw Operator Capability Pack Skill - Expert OpenClaw operator capability skill for secure deployment, policy governance, tool boundaries, and production observability.
- OpenClaw Skill Authoring Factory Capability Pack Skill - Expert OpenClaw skill-authoring capability pack for repeatable research, validation, packaging, and distribution workflows.
- OpenNext Cloudflare Capability Pack Skill - Expert OpenNext + Cloudflare capability skill for Next.js on Workers, runtime constraints, cache strategy, and production-safe deploy architecture.
- PageSpeed Insights Optimization Skill for AI Agents - Structured optimization workflow for PageSpeed Insights and Lighthouse that improves Core Web Vitals without changing UI/UX.
- Payload Next.js CMS Backend Skill - Add Payload to a Next.js app with code-first collections, admin UI, database adapters, access control, Local API usage, uploads, migrations, and production CMS safety review.
- Playwright E2E Testing Automation Skill - Automate end-to-end testing with Playwright - the modern browser automation framework that supports Chromium, Firefox, and WebKit with a single API.
- Playwright MCP Browser Automation Engineer Skill - Build resilient browser automations using Playwright MCP with robust selectors, retries, and deterministic task execution.
- Playwright Trace Failure Triage Capability Pack Skill - Expert skill for reviewing Playwright trace artifacts, screenshots, action timelines, network events, retries, and CI evidence to classify flaky browser test failures without guessing from logs alone.
- PostgreSQL Query Optimization Skill - Analyze and optimize PostgreSQL queries for OLTP and OLAP workloads with AI-assisted performance tuning, indexing strategies, and execution plan analysis.
- PostHog Next.js Product Analytics Skill - Add PostHog to a Next.js app with client and server event capture, user identification, feature flags, session replay privacy controls, reverse-proxy planning, and production analytics validation.
- Prompt Injection Defense Guardrails Skill - Build layered defenses against prompt injection, data exfiltration, and unsafe tool execution in AI agent systems.
- Proxmox VE API Capability Pack Skill - Expert Proxmox VE API capability skill for VM/LXC lifecycle orchestration, task polling, auth safety, and cluster-aware operations.
- Proxmox VE API Orchestrator Skill - Orchestrate Proxmox VM and LXC lifecycle operations via API with safe sequencing, capacity checks, and rollback-aware automation.
- Rarefriend Skills - Cross-agent personal network manager skills for Rarefriend โ six Agent Skills for contacts, notes, LinkedIn, Google Calendar/Contacts, and Microsoft Outlook email and calendar. Requires Rarefriend MCP.
- Raycast Extension Dev Publish Capability Pack Skill - Expert Raycast extension capability skill for command design, extension architecture, testing, and store-ready publication workflows.
- Reg-suit Visual Regression Review Capability Pack Skill - Expert reg-suit review skill for evaluating rendered UI image baselines, thresholds, snapshot storage, report artifacts, and visual QA release readiness.
- Renovate Dependency Upgrade Review Capability Pack Skill - Expert Renovate review skill for evaluating dependency upgrade PRs, package rules, lockfile changes, grouping, automerge, and release readiness.
- REST API Client Harness Skill - Explore and script against REST APIs with comprehensive authentication support (API keys, OAuth 2.0, JWT Bearer tokens, Basic Auth), pagination utilities (cursor-based, offset-based, page-based), retry logic with exponential backoff and jitter, error handling for HTTP status codes, rate limiting with Retry-After hea...
- SaaS Pricing Experimentation Engine Skill - Run low-risk SaaS pricing experiments with clear hypotheses, segment-aware metrics, and decision-safe rollout controls.
- SLSA Provenance Review Capability Pack Skill - Expert SLSA provenance review skill for checking source, build, artifact, and trust evidence before accepting content or package submissions.
- Spectral OpenAPI Contract Audit Capability Pack Skill - Expert Spectral review skill for auditing OpenAPI contracts, OAS rulesets, lint results, schema drift, CI gates, and API release readiness.
- Supabase Realtime Database Builder Skill - Build full-stack applications with Supabase Postgres, real-time subscriptions, Edge Functions, and pgvector AI integration for 4M+ developers.
- Svelte SvelteKit Full-Stack Development Skill - Build full-stack web apps with Svelte and SvelteKit. Minimal runtime overhead, reactive components, and server-side rendering. The most admired frontend framework of 2025. Svelte compiles components to vanilla JavaScript at build time, resulting in zero runtime overhead and exceptional performance.
- TanStack Query Data Fetching Skill - Build React server-state workflows with TanStack Query v5, including query keys, QueryClient setup, cache defaults, mutations, invalidation, hydration, retries, and privacy-aware data handling.
- tRPC Type-Safe API Builder Skill - Build end-to-end type-safe APIs with tRPC and TypeScript, eliminating code generation and runtime bloat for full-stack applications. tRPC provides end-to-end type safety without code generation, schema stitching, or serialization layers - delivering a lighter, more intuitive developer experience than REST or GraphQL.
- TweetClaw OpenClaw X Automation Skill - Safety-reviewed Agent Skill for using TweetClaw, the OpenClaw plugin for X and Twitter search, posting, follower export, media workflows, monitors, webhooks, and giveaway draws through Xquik.
- Unraid API Automation Operator Skill - Build practical Unraid API automations for server operations, health checks, and routine maintenance with safe execution controls.
- Unraid API v2 Capability Pack Skill - Deep, version-pinned Unraid API capability skill covering auth, schema patterns, safe mutations, and operational automation design.
- Unraid CA Template Authoring Capability Pack Skill - Expert Unraid Community Apps template capability pack for high-quality XML metadata, safer defaults, and CA submission readiness.
- V0 Rapid UI Prototyping Workflow Skill - Build production-ready React components and full pages in minutes using V0.dev AI with shadcn/ui, TailwindCSS v4, and Next.js 15 integration. V0.dev is Vercel's breakthrough AI UI generator that has transformed frontend development in 2025.
- Vite Frontend Build Performance Optimization Skill - Optimize frontend build performance with Vite's lightning-fast HMR, code splitting, and tree-shaking. Modern build tooling that has replaced Webpack as the developer favorite.
- Vitest Coverage Planning Capability Pack Skill - Expert Vitest coverage planning skill for choosing providers, scoping reports, setting thresholds, triaging gaps, and designing practical coverage gates.
- WebAssembly WASM Module Development Skill - Build high-performance WebAssembly modules with WASI 0.3, multi-language support, and production-ready deployments for web, serverless, and AI workloads. WebAssembly (WASM) runs at near-native speeds across web browsers, serverless platforms, and edge computing environments.
- Website Crawler + Summarizer Skill - Crawl domains respectfully, extract readable content, dedupe, and generate structured summaries. Perfect for research, competitive analysis, and content aggregation.
- Windsurf AI-Native Collaborative Development Skill - Master collaborative AI-assisted development with Windsurf IDE's Cascade AI, multi-file context awareness, and Flow patterns for team workflows.
- Wrangler Deployment Operations Capability Pack Skill - Expert Wrangler CLI deployment skill for release planning, config review, environment checks, version traffic splits, trigger application, and rollback.
- Zero-Budget SaaS Launch Capability Pack Skill - Expert zero-budget launch capability pack for building and shipping SaaS using free-tier infrastructure and constrained execution plans.
- Zod Schema Validation Skill - Build type-safe runtime validation with Zod for APIs, forms, and data pipelines with TypeScript 5.5+ integration and automatic type inference.
- AI Assistant Secret Handling Rules - Source-backed rules for AI coding assistants that must avoid exposing, copying, logging, committing, or normalizing secrets while editing code, configs, tests, prompts, documentation, and CI workflows.
- AI-Generated Frontend Accessibility Review Rules - Source-backed rules for reviewing AI-generated frontend UI changes for accessibility before merge, with semantic HTML, keyboard paths, focus management, labels, automated scan limits, manual checks, and privacy-safe evidence.
- AI Prompt Engineering Expert for Claude - Expert in AI prompt engineering for Claude Code and Claude Desktop, focusing on coding tasks, test-driven development patterns, iterative refinement, and context management for optimal AI assistance
- API Design Expert for Claude - CLAUDE.md Rules for Claude Code - Transform Claude into a comprehensive API design specialist focused on RESTful APIs, GraphQL, OpenAPI, and modern API architecture patterns
- API First Dev Expert - CLAUDE.md Rules for Claude Code - API-first development expert with OpenAPI/Swagger schema design, tRPC type-safe procedures, REST best practices, GraphQL federation, and contract-driven development for scalable backend architectures.
- AWS Cloud Architect - CLAUDE.md Rules for Claude Code - Expert AWS architect with deep knowledge of cloud services, best practices, and Well-Architected Framework
- Biome Strict Linting Rules - Production Code Quality Config - Biome linting rules configuration for code quality validation. Strict enforcement, custom overrides, VCS integration, and automated fixes for TypeScript.
- Code Review Expert for Claude - Comprehensive code review rules for thorough analysis and constructive feedback
- Coding Agent Test-Before-Merge Rules - Source-backed rules for requiring coding agents to provide fresh, scoped, and reviewer-visible test evidence before a pull request can be approved or merged.
- Commercial Content Routing Rules - Source-backed rules for AI workflow directories that need to classify commercial, sponsored, affiliate, vendor-authored, and thin promotional submissions before they enter the ordinary editorial content queue.
- Content-Only Submission PR Gate Rules - Source-backed rules for preparing direct content-only pull requests with one raw MDX file, reachable provenance URLs, issue closure, duplicate history, validation evidence, and no generated artifact churn.
- Contributor Commit And Changelog Rules - Source-backed rules for contributor pull requests that need clear commit messages, release-note-ready changelog entries, issue links, breaking-change markers, and privacy-safe history.
- Dependency Update Review Rules - Source-backed rules for reviewing dependency update pull requests with supply-chain context, lockfile discipline, advisory checks, compatibility evidence, and privacy-safe metadata handling.
- Documentation Freshness Rules - Source-backed rules for public AI workflow registries that need to keep directory entries, source links, version claims, examples, install guidance, compatibility notes, and last-reviewed metadata fresh enough to trust.
- Generated Artifact Churn Rules for Registry Repositories - Source-backed rules for registry repositories that must keep contributor PRs focused on source files while generated indexes, feeds, downloads, search data, README output, and previews are rebuilt by trusted automation.
- Go Golang Expert - CLAUDE.md Rules for Claude Code - Transform Claude into a Go language expert with deep knowledge of concurrency, performance optimization, and idiomatic Go
- Go Golang Language Expert - CLAUDE.md Rules for Claude Code - Transform Claude into a Go ecosystem expert specializing in tooling, library development, CLI applications, and Go build system mastery
- GraphQL Federation Specialist for Claude - Expert in GraphQL Federation architecture for microservices, specializing in Apollo Federation, schema composition, and distributed graph patterns
- High-Risk Code Review Escalation Rules - Source-backed rules for deciding when an AI-assisted code review must escalate high-risk changes to security, infrastructure, data, release, or domain owners before merge.
- Kubernetes DevSecOps Engineer for Claude - Expert in Kubernetes DevSecOps with GitOps workflows, pod security standards, RBAC, secret management, and automated security scanning for production clusters
- MCP Local Tool Access Rules - Source-backed rules for safely connecting MCP servers that expose local tools, resources, prompts, roots, transports, credentials, files, and logs to AI clients during active development sessions.
- MCP Remote Authorization Boundary Rules - Source-backed rules for reviewing remote MCP server authorization boundaries: protected resource metadata, OAuth resource indicators, token audience checks, least-privilege scopes, and cross-server token isolation.
- Mobile App Dev - CLAUDE.md Rules for Claude Code - Expert in iOS, Android, and cross-platform mobile development with React Native, Flutter, and native frameworks
- Mobile App Dev Expert - CLAUDE.md Rules for Claude Code - Expert in iOS, Android, and cross-platform mobile development with React Native, Flutter, and native frameworks
- Monorepo Workspace Manager - CLAUDE.md Rules for Claude Code - Monorepo workspace management expert with Turborepo, pnpm workspaces, Nx integration, package coordination, and cross-package dependency optimization for scalable multi-package repositories.
- Next.js 15 Performance Architect for Claude - Expert in Next.js 15 performance optimization with Turbopack, partial prerendering, advanced caching strategies, and Core Web Vitals excellence
- Privacy Metadata Rules - Source-backed rules for AI workflow directories that need consistent privacy metadata before accepting entries that touch prompts, files, local tools, hosted services, telemetry, generated artifacts, or personal data.
- Production Codebase Auditor - CLAUDE.md Rules for Claude Code - Expert in comprehensive production codebase analysis with Zod validation enforcement, security vulnerability detection, and code consolidation strategies
- Production Database Migration Safety Rules - Source-backed rules for reviewing production database migrations before merge with lock-risk checks, expand-contract rollout, backfill controls, rollback limits, and privacy-safe migration evidence.
- Python Data Science Expert - CLAUDE.md Rules for Claude Code - Transform Claude into a data science specialist with expertise in Python, machine learning, and data analysis
- Python Data Science - CLAUDE.md Rules for Claude Code - Transform Claude into a data science specialist with expertise in Python, machine learning, and data analysis
- React 19 Concurrent Features Specialist for Claude - React 19 concurrent features specialist with useTransition, useDeferredValue, Suspense boundaries, streaming SSR, and selective hydration patterns
- React Expert - CLAUDE.md Rules for Claude Code - Transform Claude into a React and Next.js specialist with deep knowledge of modern patterns, performance optimization, and best practices
- React Next.js Expert - CLAUDE.md Rules for Claude Code - Transform Claude into a React and Next.js specialist with deep knowledge of modern patterns, performance optimization, and best practices
- React Server Components Expert for Claude - Expert in React Server Components (RSC) with React 19 and Next.js 15, specializing in server-first rendering patterns, data fetching strategies, and streaming architectures
- Safe Shell Command Rules for Agentic Coding Sessions - Source-backed rules for AI coding agents that propose, compose, review, or run shell commands during coding sessions where quoting, expansion, command injection, file writes, network calls, and destructive operations can cause harm.
- Security Auditor Pentester - CLAUDE.md Rules for Claude Code - Configure Claude as a security expert for vulnerability assessment, penetration testing, and security best practices
- Security Auditor Expert - CLAUDE.md Rules for Claude Code - Configure Claude as a security expert for vulnerability assessment, penetration testing, and security best practices
- Security-First React Components for Claude - Security-first React component architect with XSS prevention, CSP integration, input sanitization, and OWASP Top 10 mitigation patterns
- Terraform Infrastructure Architect for Claude - Expert in Terraform infrastructure as code with AI-assisted generation, modular patterns, state management, and multi-cloud deployments
- Test-Driven Development Enforcer - CLAUDE.md Rules for Claude Code - Test-driven development expert enforcing red-green-refactor cycles, Vitest/Jest configuration, test coverage requirements, mocking strategies, and test-first coding discipline for robust software development.
- TypeScript 5.x Strict Mode Expert for Claude - TypeScript 5.x strict mode expert with template literal types, strict null checks, type guards, and ESLint integration for enterprise-grade type safety
- TypeScript API Client Compatibility Review Rules - Source-backed rules for reviewing TypeScript API client compatibility before merge, with exported type-surface diffs, inferred router inputs and outputs, runtime validator alignment, downstream compile checks, and privacy-safe evidence.
- WCAG 2.2 Accessibility Auditor for Claude - Expert in WCAG 2.2 Level AA accessibility compliance, automated testing tools, ARIA patterns, and inclusive design for web applications
- Windsurf AI-Native IDE Patterns for Claude - Windsurf AI-native IDE specialist with Cascade AI, multi-file context awareness, and Flow collaboration patterns for Claude integration
- /api-contract-check - API Contract Check Command for Claude Code - Slash command that runs consumer-driven contract verification for an HTTP API using Pact. It locates the consumer contracts (local pact files or a Pact Broker), verifies the provider against every recorded interaction, reports which consumer expectations the provider breaks, and, when no contracts exist yet, lays out how to record and publish them. It checks real interaction contracts, not just schema shape.
- AutoGen Multi-Agent Workflow for Claude - Orchestrate multi-agent workflows using Microsoft AutoGen v0.4 with role-based task delegation, conversation patterns, and collaborative problem solving
- Checkpoint Manager for Claude Code - Manage Claude Code checkpoints to safely rewind code changes, restore conversation states, and explore alternatives without fear using ESC+ESC or /rewind commands
- /ci-failure-triage - CI Failure Triage Command for Claude Code - Slash command that triages a failing GitHub Actions run: it pulls the failed job logs with the GitHub CLI, isolates the first real error, classifies the failure (test, lint, type, build, dependency, or flaky), and proposes a targeted, minimal fix with the exact command to reproduce it locally.
- CLAUDE.md Builder for Claude Code - Generate project-specific CLAUDE.md files with coding standards, architecture notes, and context preservation for team-wide AI consistency and efficient onboarding
- /deploy-readiness - Cloudflare Deploy Readiness Command for Claude Code - Slash command that runs a pre-deploy readiness check for a Cloudflare Workers project before you ship. It confirms Wrangler auth, validates the worker config, dry-runs the build to catch bundling errors without deploying, cross-checks that secrets and bindings referenced in code actually exist, and returns a clear go or no-go summary.
- Context Analyzer for Claude Code - Analyze codebase context with agentic search to understand architecture, patterns, and dependencies before major refactors or feature implementations
- /cursor-rules - Cursor Rules Generator for Claude Code - Generate .cursorrules files for AI-native development with project-specific patterns, coding standards, and intelligent context awareness
- /debug - Debugging Assistant Command for Claude Code - Advanced debugging assistant with root cause analysis, step-by-step troubleshooting, and automated fix suggestions
- /dependency-risk-review - Dependency Risk Review Command for Claude Code - Slash command that reviews the supply-chain risk of a project's dependencies using OpenSSF Scorecard health signals rather than CVE counts. It identifies high-impact dependencies, looks up each one's Scorecard checks (Maintained, Dangerous-Workflow, Pinned-Dependencies, Signed-Releases, Code-Review, and more) through the public API, cross-references OSV for known advisories, ranks the riskiest dependencies, and recommends concrete actions.
- /docs - Docs Generator Command for Claude Code - Intelligent documentation generator with API specs, code examples, tutorials, and interactive guides
- /explain - Code Explanation Command for Claude Code - Intelligent code explanation with visual diagrams, step-by-step breakdowns, and interactive examples
- Generate Tests for Claude - Automatically generate comprehensive test suites including unit tests, integration tests, and edge cases with multiple testing framework support
- Git Smart Commit for Claude Code - Intelligently analyzes changes and creates well-formatted git commits with conventional commit messages
- Hooks Generator for Claude Code - Create automated Claude Code hooks that execute shell commands at specific lifecycle points for deterministic control over formatting, testing, linting, and notifications
- /mcp-auth-audit - MCP Authorization Audit Command - Slash command for auditing a remote MCP server authorization setup, including protected resource metadata, authorization server discovery, OAuth resource indicators, token audience validation, scopes, and token passthrough risk.
- MCP Server Setup for Claude Code - Configure and connect MCP servers to Claude Code with OAuth authentication, tool access, and remote server support for seamless external integrations
- Mintlify Documentation Generator for Claude - Generate beautiful, searchable documentation using Mintlify with AI-powered content generation, API reference automation, and MDX components
- /optimize - Performance Optimizer Command for Claude Code - Advanced performance optimization with bottleneck analysis, memory profiling, and automated improvements
- Plan Mode & Extended Thinking for Claude Code - Activate Claude's extended thinking mode with multi-level planning depth from 'think' to 'ultrathink' for comprehensive strategy creation before implementation
- /refactor-code - Specialized Refactor Commands for Claude - Intelligent code refactoring command that analyzes code structure and applies best practices for improved maintainability and performance
- /refactor - Code Refactoring Command for Claude - Intelligent code refactoring command that analyzes code structure and applies best practices for improved maintainability and performance
- /draft-release-notes - Release Notes Drafting Command for Claude Code - Slash command that drafts release notes from the Conventional Commits made since the last release tag. It reads the git log, groups changes into Keep a Changelog sections (Added, Changed, Fixed, and more), recommends the Semantic Versioning bump, and produces human-readable notes ready to paste into a CHANGELOG or GitHub release.
- /review - Code Review Command for Claude Code - Comprehensive code review with security analysis, performance optimization, and best practices validation
- /security-audit - Security Scanner Command for Claude Code - Deploy 100 specialized sub-agents for comprehensive enterprise-grade security, performance, and optimization audit of production codebase
- /security - Vulnerability Scan Command for Claude Code - Comprehensive security audit with vulnerability detection, threat analysis, and automated remediation recommendations
- Agent Skills Installer for Claude Code - Install and manage Claude Code Agent Skills - specialized knowledge packages that extend Claude's capabilities with domain expertise and progressive disclosure
- Slash Command Generator for Claude Code - Create custom slash commands for Claude Code with templates, arguments, frontmatter metadata, and team-shared workflows stored in .claude/commands directory
- Subagent Creator for Claude Code - Create specialized Claude Code subagents with custom system prompts, scoped tool access, and independent context for parallel task execution and workflow orchestration
- TDD Workflow for Claude Code - Implement test-driven development workflows with Claude Code using red-green-refactor cycles, automatic test generation, and AI-guided iteration until all tests pass
- /test-advanced - Test Suite Command for Claude Code - Advanced test suite generator with property-based testing, mutation testing, and intelligent test case discovery
- V0 Component Generator for Claude - Generate production-ready React components from natural language using V0.dev patterns with shadcn/ui, TailwindCSS, and TypeScript
- /zod-audit - Zod Auditor Command for Claude Code - Production codebase auditor specialized in Zod schema validation coverage, security vulnerability detection, and dead code elimination
- Accessibility Checker - Claude Code Hooks - Automated accessibility testing and compliance checking for web applications following WCAG 2.1 and WCAG 2.2 guidelines. This hook automatically runs accessibility scans on HTML files after they are written or edited, using axe-core for comprehensive WCAG compliance testing.
- API Doc Generator - Automatically generates or updates API documentation when endpoint files are modified, supporting OpenAPI 3.1.0, Swagger 2.0, and AsyncAPI 2.0 specifications.
- API Schema Drift Detector - Claude Code Hook - PostToolUse hook that compares a just-edited OpenAPI or JSON Schema document against the version committed in git and warns about backward-incompatible drift โ removed OpenAPI paths and removed required properties โ so breaking API changes are surfaced before they ship. Advisory only; it never blocks the edit.
- Auto Code Formatter Hook - Claude Code Hooks - Automatically formats code files after Claude writes or edits them using industry-standard formatters including Prettier 3.6.2+ (JavaScript/TypeScript/Web), Black or Ruff (Python), gofmt (Go), and rustfmt (Rust).
- Auto Save Backup - Hooks - Automatically creates timestamped backups of files before modification to prevent data loss. This hook runs before file editing operations (Edit, Write, Multiedit) and creates versioned backups in a centralized .backups directory with ISO 8601-compliant timestamps including nanoseconds for collision prevention.
- AWS CloudFormation Validator - Hooks - Validates AWS CloudFormation templates for syntax errors and best practices using cfn-lint v1.40.4+ and AWS CLI v2.27.54+.
- Biome Check Hook for Claude Code - Read-only Claude Code PostToolUse hook that runs Biome's formatter, linter, and import-sorting checks on edited JavaScript, TypeScript, JSON, CSS, and GraphQL files without auto-writing changes.
- Cloud Backup On Session Stop - Hooks - Automatically backs up changed files to cloud storage when Claude Code session ends using AWS S3, Google Cloud Storage, or rclone for universal cloud provider support.
- Cloudflare Wrangler Config Guard Hook for Claude Code - Read-only Claude Code PostToolUse hook that checks edited Cloudflare Wrangler config files for required Worker fields, environment inheritance traps, secret-like vars, deprecated Workers Sites usage, and source-of-truth drift before Claude continues.
- Code Complexity Alert Monitor - Hooks - Alerts when code complexity exceeds thresholds in real-time using cyclomatic complexity analysis, line count monitoring, function count analysis, and nesting level detection.
- Code Test Runner Hook - Hooks - Automatically run relevant tests when code changes are detected using intelligent test selection, parallel execution, and multi-framework support.
- CSS Unused Selector Detector - Hooks - Detects unused CSS selectors when stylesheets are modified to keep CSS lean using PurgeCSS, PostCSS, and content analysis. This hook runs on CSS/SCSS file write/edit operations and analyzes stylesheets to identify unused selectors, generate optimized output, and report before/after size metrics.
- Database Connection Cleanup - Hooks - Closes all database connections and cleans up resources when Claude Code session ends using PostgreSQL pg_terminate_backend, MySQL KILL, MongoDB connection management, and Redis CLIENT KILL commands.
- Database Migration Runner - Hooks - Automated database migration management with rollback capabilities, validation, and multi-environment support using Knex 3.x, Sequelize 6.x/7.x, TypeORM 0.3.x, Django 5.x, and Rails 7.x.
- Database Migration Safety Gate - Claude Code Hook - PreToolUse hook that inspects a database migration before it is written and blocks irreversible or lock-heavy operations โ DROP TABLE/COLUMN, TRUNCATE, table/column RENAME, and CREATE INDEX without CONCURRENTLY โ following the strong_migrations safe-migration checks. An explicit acknowledgement comment lets an intentional change through, so risky schema edits are a deliberate choice rather than an accident.
- Database Query Performance Logger - Hooks - Monitors and logs database query performance metrics with slow query detection, N+1 analysis, and optimization suggestions using PostgreSQL pg_stat_statements, Prisma query logging, Sequelize query logging, TypeORM query logging, and Bullet N+1 detection patterns.
- Dead Code Eliminator - Hooks - Automatically detects and removes unused code, imports, and dependencies with safe deletion verification and rollback support using Knip 5.x, ts-prune, depcheck, autoflake, Vulture, and ESLint 9.37.0.
- Dependency Security Audit - Performs a comprehensive security audit of all dependencies when Claude Code session ends using npm audit (npm 10.x+), yarn audit (Yarn 4.x+), pip-audit 2.7.x+, safety, bundler-audit, and OWASP dep-scan.
- Dependency Security Scanner - Hooks - Real-time vulnerability scanning for dependencies with automated CVE detection, severity assessment, and patch recommendations. This PostToolUse hook automatically triggers security scans when dependency manifest files (package.json, requirements.txt, Cargo.toml, go.mod, Gemfile, composer.json) are modified.
- Dependency Update Checker - Hooks - Automatically checks for outdated dependencies and suggests updates with security analysis. This PostToolUse hook triggers when dependency manifest files (package.json, requirements.txt, Gemfile, go.mod, Cargo.toml, pyproject.toml) are modified, providing real-time dependency health monitoring.
- Discord Activity Notifier - Hooks - Sends development activity updates to Discord channel for team collaboration. This Notification hook automatically sends rich embed messages to Discord webhooks when Claude Code activities occur, providing real-time team visibility into development workflows.
- Docker Container Auto Rebuild - Hooks - Automatically rebuilds Docker containers when Dockerfile or docker-compose.yml files are modified. This PostToolUse hook triggers automatic Docker image rebuilding when Docker-related files (Dockerfile, docker-compose.yml, .dockerignore) are modified, providing real-time container synchronization during development.
- Docker Image Security Scanner - Hooks - Comprehensive Docker image vulnerability scanning with layer analysis, base image recommendations, and security best practices enforcement. This PostToolUse hook automatically scans Docker images for vulnerabilities when Dockerfiles are modified, providing real-time security validation during development.
- Doc Auto Generator - Automatically generates or updates project documentation when session ends.
- Documentation Coverage Checker - Hooks - Automated documentation coverage analysis with missing docstring detection, API documentation validation, and completeness scoring. This PostToolUse hook automatically checks documentation coverage when code files are modified, providing real-time documentation quality validation during development.
- Documentation Generator - Hooks - Automatically generates and updates project documentation from code comments, README files, and API definitions. This PostToolUse hook provides real-time documentation generation when code files are modified, supporting multiple programming languages and documentation formats.
- Environment Cleanup Handler - Hooks - Cleans up temporary files, caches, and resources when Claude session ends. This Stop hook provides comprehensive environment cleanup for development projects, automatically removing temporary files, build artifacts, cache directories, and system-specific files across multiple platforms.
- Environment Validator - Validates environment variables, checks for required vars, and ensures proper configuration across environments.
- Error Rate Monitor - Hooks - Tracks error patterns and alerts when error rates spike. This Notification hook provides comprehensive error rate monitoring across log files, Docker containers, and application logs, automatically detecting error patterns and alerting when error rates exceed configurable thresholds.
- File Size Warning Monitor - Hooks - Alerts when files exceed size thresholds that could impact performance. This PostToolUse hook provides comprehensive file size monitoring when files are created or modified, automatically detecting files that exceed recommended size thresholds for different file types and providing optimization suggestions.
- Final Bundle Size Reporter - Hooks - Analyzes and reports final bundle sizes when the development session ends.
- Git Auto Commit On Stop - Hooks - Automatically commits all changes with a summary when Claude Code session ends.
- Git Branch Protection - Hooks - Prevents direct edits to protected branches like main or master, enforcing PR-based workflows.
- Git Pre Commit Validator - Hooks - Comprehensive pre-commit hook that validates code quality, runs tests, and enforces standards.
- GitHub Actions Validator - Validates GitHub Actions workflow files for syntax errors and best practices.
- Go Module Tidy - Hooks - Automatically runs go mod tidy when Go files or go.mod are modified to keep dependencies clean.
- GraphQL Schema Validator - Hooks - Validates GraphQL schema files and checks for breaking changes when modified.
- Hadolint Dockerfile Diagnostics Hook for Claude Code - Read-only Claude Code PostToolUse hook that runs Hadolint diagnostics after Claude writes or edits Dockerfile-like files, surfacing Dockerfile best practice, inline shell, trusted registry, label, and configuration findings without rewriting files.
- I18n Translation Validator - Hooks - Validates translation files for missing keys and ensures consistency across different language files.
- Jest Snapshot Auto Updater - Hooks - Automatically updates Jest snapshots when component files are modified significantly.
- JSON Schema Validator - Hooks - Validates JSON files against their schemas when modified to ensure data integrity.
- Kubernetes Manifest Validator - Hooks - Validates Kubernetes YAML manifests for syntax and best practices when modified.
- Large Generated Diff Detector - Claude Code Hook - PostToolUse hook that flags two review hazards as Claude writes files: edits to generated or vendored artifacts (lockfiles, minified bundles, source maps, dist/build output, snapshots, protobuf output) and oversized diffs that change more lines than a configurable threshold versus the committed version. It keeps machine-generated churn and unreviewably large changes out of commits.
- Lockfile Provenance Checker - Claude Code Hook - PostToolUse hook that inspects an edited npm package-lock.json for supply-chain provenance risk rather than known CVEs โ dependencies resolved from outside the public npm registry (git, alternate-registry, or insecure transports) and registry tarballs missing an integrity hash. It mirrors the lockfile-lint provenance checks so a tampered or unexpected dependency source is caught at edit time. Advisory only; it never installs or runs anything.
- Markdown Link Checker - Hooks - Validates all links in markdown files to detect broken links and references.
- MCP Config Privacy Scanner - Claude Code Hook - PreToolUse hook that reviews proposed writes to MCP configuration files and blocks inline credential values, credential-bearing URLs, and broad filesystem roots before they are saved.
- MCP Server URL Allowlist - Claude Code Hook - PreToolUse hook that blocks edits adding remote MCP server URLs unless their host appears in an explicit allowlist, reducing accidental connection to unreviewed OAuth, SSE, or Streamable HTTP MCP endpoints.
- Memory Usage Monitor - Hooks - Monitors memory usage and alerts when thresholds are exceeded.
- Nextjs Route Analyzer - Hooks - Analyzes Next.js page routes and generates a route map when pages are added or modified.
- ORT Dependency License Checker - Claude Code Hook - PostToolUse hook that watches dependency manifest and lockfile edits, then prompts or runs an OSS Review Toolkit dependency license analysis.
- Package Download Checksum Guard - Claude Code Hook - PreToolUse hook that reviews proposed Bash commands for package, installer, and archive downloads, then blocks curl or wget download commands that do not include an adjacent checksum or signature verification step.
- Package Vulnerability Scanner - Hooks - Scans for security vulnerabilities when package.json or requirements.txt files are modified.
- Performance Benchmark Report - Hooks - Runs performance benchmarks and generates comparison report when session ends.
- Performance Impact Monitor - Hooks - Monitors and alerts on performance-impacting changes in real-time.
- Performance Monitor - Hooks - Monitors application performance metrics, identifies bottlenecks, and provides optimization recommendations.
- Playwright Test Runner - Hooks - Automatically runs Playwright E2E tests when test files or page components are modified.
- PR Title Conventional Commit Reminder - Claude Code Hook - Read-only Claude Code Stop hook that checks the current GitHub pull request title against a Conventional Commits style pattern before the session ends, then falls back to the latest commit subject when no PR title is available.
- Pre-Write Secret Scanner - Claude Code Hook - PreToolUse hook that scans the exact text Claude Code is about to write or edit for high-confidence secret formats (AWS access keys, GitHub tokens, OpenAI keys, Slack tokens, Google API keys, Stripe keys, and private key blocks) and blocks the write with a non-zero exit before the secret ever reaches disk. Pattern set mirrors the canonical gitleaks rules.
- Prisma Schema Sync - Hooks - Automatically generates Prisma client and creates migrations when schema.prisma is modified.
- Prompt-Injection Content Scanner - Claude Code Hook - PreToolUse hook that scans proposed writes to prompt, agent, rule, markdown, and context files for common prompt-injection phrases before the content is saved into an AI-readable surface.
- Python Import Optimizer - Hooks - Automatically sorts and optimizes Python imports using isort when Python files are modified.
- Python Linter Integration - Hooks - Automatically runs pylint on Python files after editing to enforce code quality standards.
- React Test Generator - Automatically creates or updates test files when React components are modified.
- README Refresh Validator - Claude Code Hook - PostToolUse hook that keeps a project's README in sync with the code. When the README or package.json is edited it checks for the standard-readme core sections (Install and Usage) and verifies that every CLI command the package exposes through its package.json bin field is actually documented, so the README does not drift out of date as the project changes. Advisory only; it never edits files.
- Real Time Activity Tracker - Hooks - Tracks all Claude Code activities in real-time and logs them for monitoring and debugging.
- Redis Cache Invalidator - Hooks - Automatically clears relevant Redis cache keys when data model files are modified.
- Retro Daily - Hooks - SessionStart hook that prints a daily Claude Code retro at the top of every session โ competency grade (0โ100, AโF), 14-day efficiency sparklines, and a year-long contributions heatmap.
- Rust Cargo Check - Hooks - Automatically runs cargo check and clippy when Rust files are modified.
- Screenshot Visual Regression - Claude Code Hook - PostToolUse hook that catches unintended UI changes by pixel-diffing a just-saved screenshot against its baseline with odiff. When a PNG lands in a screenshots or snapshots directory, the hook finds the matching baseline, compares the two images, writes a diff image when they differ, and reports the pixel-difference summary so a visual regression is surfaced the moment the screenshot is updated. Advisory only; it never overwrites the screenshot or the baseline.
- SCSS Auto Compiler - Hooks - Automatically compiles SCSS/Sass files to CSS when they are modified.
- Security Scanner Hook - Hooks - Automated security vulnerability scanning that integrates with development workflow to detect and prevent security issues before deployment.
- Sensitive Data Alert Scanner - Hooks - Scans for potential sensitive data exposure and alerts immediately.
- Session Metrics Collector - Hooks - Collects and reports detailed metrics about the coding session when Claude stops.
- ShellCheck Static Analysis Hook for Claude Code - Read-only Claude Code PostToolUse hook that runs ShellCheck diagnostics after Claude writes or edits shell scripts, reporting shell portability, quoting, expansion, error-handling, and command-safety issues without modifying files.
- shfmt Shell Format Check Hook for Claude Code - Read-only Claude Code PostToolUse hook that runs shfmt diff checks after Claude writes or edits shell scripts, surfacing POSIX shell, Bash, Zsh, and mksh formatting drift without rewriting files or executing scripts.
- Slack Progress Notifier - Hooks - Sends progress updates to Slack channel for team visibility on Claude activities.
- Svelte Component Compiler - Hooks - Automatically compiles and validates Svelte components when they are modified.
- Team Summary Email Generator - Hooks - Generates and sends a comprehensive summary email to the team when session ends.
- Terraform Plan Executor - Hooks - Automatically runs terraform plan when .tf files are modified to preview infrastructure changes.
- Test Coverage Final Report - Hooks - Generates a comprehensive test coverage report when the coding session ends.
- Test Runner Hook - Hooks - Automatically run relevant tests when code changes are detected, with intelligent test selection and parallel execution.
- TypeScript Checker - Automatically runs TypeScript compiler checks after editing .ts or .tsx files to catch type errors early.
- Vue Composition API Linter - Hooks - Lints Vue 3 components for Composition API best practices and common issues.
- Webpack Bundle Analyzer - Hooks - Analyzes webpack bundle size when webpack config or entry files are modified.
- Workflow Completion Report - Hooks - Generates a comprehensive report when Claude Code workflow stops, including files modified, tests run, and git status.
- Adding Plugin Install Hints to Developer CLIs - A practical walkthrough of emitting the claude-code-hint marker from your CLI so Claude Code prompts users to install your official plugin: the hint format, gating on CLAUDECODE, where to emit it, and the official-marketplace requirement.
- Agent Skills in Claude Agent SDK Applications - A practical walkthrough of using Agent Skills in the Claude Agent SDK: how skills are discovered from the filesystem via settingSources, the skills option to enable or filter them, tool access, and troubleshooting discovery.
- Build Claude MCP Servers - Master MCP server development from scratch. Create custom Claude Desktop integrations with TypeScript/Python in 60 minutes using production-ready patterns.
- Building a Claude Code Plugin Marketplace - A practical walkthrough of creating and distributing a Claude Code plugin marketplace: the marketplace.json catalog, hosting on a git repository, adding it with /plugin marketplace add, private repositories, and how users install and update plugins.
- Building In-Process MCP Tools with the Claude Agent SDK - A practical walkthrough of defining in-process custom tools for the Claude Agent SDK with createSdkMcpServer and the tool helper, wiring them into query via mcpServers, allowing them, error handling, and returning images or structured data.
- Claude Process Automation - Deploy Claude AI agents for enterprise business process automation. Master implementation strategies, integration patterns, and best practices for optimization.
- Channels and Webhooks into Running Claude Code Sessions - A practical walkthrough of Claude Code channels: how an MCP-server channel pushes messages, alerts, and webhooks into a running session, how to install and enable Telegram, Discord, or iMessage, sender allowlists, and enterprise controls.
- ChatGPT to Claude Migration - Switch from ChatGPT to Claude in 30 minutes. Complete migration tutorial covering API transitions, prompt engineering, and workflow optimization strategies.
- Checkpointing Claude Code Changes Before Risky Refactors - A practical walkthrough of Claude Code checkpointing: how automatic checkpoints capture code before each edit, how to rewind and summarize with /rewind, the difference between restore and summarize, and the limitations you must know before a risky refactor.
- Choose the Right Claude Extension Surface - A practical decision guide for choosing between Claude Code subagents, skills, slash commands, hooks, settings, and MCP servers. Pick the smallest extension surface that matches the workflow, risk, and sharing model.
- Claude 4 Extended Thinking - Implement Claude 4 Extended Thinking API in 25 minutes. Master 500K token reasoning chains, thinking budget optimization, and industry-leading 74.5% accuracy.
- Claude Agent Development - Build Claude autonomous agents with 90.2% better performance. Learn multi-agent orchestration, subagents implementation, and deployment achieving $0.045/task.
- Claude Code Output Styles Without Losing Coding Instructions - A practical Claude Code guide for using output styles, keeping software engineering behavior intact, choosing the right settings scope, and avoiding durable-instruction drift.
- Claude Code Subagent MCP Scope Guide - Source-backed guide for scoping MCP servers, tools, permissions, hooks, and memory when building Claude Code subagents for focused review, research, and implementation workflows.
- Claude MCP Server Setup 2025 - Master MCP server installation and configuration for Claude Desktop. Complete step-by-step setup guide with optimization tips and best practices for 2025.
- CLAUDE.md Hierarchy for Monorepos and Nested Packages - A practical walkthrough of structuring CLAUDE.md across a monorepo: how files load up the directory tree and on demand in subdirectories, path-scoped rules, imports, excluding other teams' files, and keeping per-package context lean.
- Claude Rate Limits Fix: Complete Optimization Guide 2025 - Fix Claude 429 errors and usage limits with proven solutions reducing token consumption by 70%. Master rate limit optimization for 18.3M affected users.
- Claude vs Amazon Q Developer vs Gemini Code AWS Guide 2025 - Compare Claude vs Amazon Q Developer vs Gemini Code for AWS cloud development. Real benchmarks, pricing analysis, and production use cases for selection.
- Claude vs GitHub Copilot vs ChatGPT for Python Dev 2025 - Claude vs GitHub Copilot vs ChatGPT for Python development. Features, pricing, benchmarks, and real results for choosing the best AI coding assistant.
- Claude Code vs Cursor vs Codeium Complete Comparison 2025 - Compare Claude Code vs Cursor vs Codeium AI coding assistants. Complete feature analysis, performance benchmarks, pricing, and recommendations for developers.
- Build Cloudflare Workers AI Agents With Durable State - A practical architecture guide for building AI agents on Cloudflare Workers with Workers AI inference and durable per-agent state. Use the Agents API, Durable Objects, bindings, and Workers observability to keep agent sessions reliable across requests.
- Cost Tracking for Claude Agent SDK Applications - A practical walkthrough of tracking token usage and cost in the Claude Agent SDK: the result message total_cost_usd estimate, per-step and per-model usage, deduplicating parallel tool calls, accumulating across calls, and cache tokens.
- Deep Links into Claude Code Runbooks and Alerts - A practical walkthrough of Claude Code deep links: the claude-cli:// URL scheme, how to build links with repo, cwd, and prompt parameters, embedding them in runbooks and alerts, and the safety model where prompts are inert until you press Enter.
- External Session Storage for Claude Agent SDK Hosts - A practical walkthrough of mirroring Claude Agent SDK session transcripts to external storage: the SessionStore interface, the SessionKey shape, resuming across hosts, reference adapters for S3/Redis/Postgres, and behavior notes.
- File Checkpointing in Claude Agent SDK Workflows - A practical walkthrough of file checkpointing in the Claude Agent SDK: enabling it, capturing checkpoint UUIDs from user messages, rewinding files by resuming the session, multiple restore points, and the limitations you must know.
- Claude for Financial Services Enterprise Implementation 2025 - Transform financial operations with Claude. Learn implementation strategies for trading, risk, and regulatory automation with comprehensive compliance.
- Fix Claude Code Environment Variable Configuration Errors - Debug Claude Code authentication failures, OAuth errors, and API key configuration issues with platform-specific solutions and automated management tools.
- Fix Claude Code npm Errors - Install Claude Code correctly in 15-25 minutes. Fix npm permission errors, configure PATH, and resolve 'command not found' issues with proven solutions.
- Fix Claude MCP Error -32000 - Resolve Claude Desktop MCP server connection errors fast. Step-by-step fixes for error -32000, disconnections, and configuration issues with proven solutions.
- Fix Claude Code Performance - Fix Claude Code memory leaks consuming 120GB RAM and performance issues. Resolve crashes, session freezes, and slow performance with proven fix methods.
- Headless Claude Code Automation from Scripts and CI - A practical walkthrough of running Claude Code non-interactively with claude -p: bare mode, output formats (text, json, stream-json), JSON schema output, piping stdin, auto-approving tools, and authentication for scripts and CI.
- Claude AI Healthcare HIPAA-Compliant Documentation Guide 2025 - Deploy HIPAA-compliant Claude AI for 10-35x faster healthcare documentation. Enterprise configuration guide with approved providers and compliance requirements.
- Use HeyClaude API, MCP, and Raycast Together - A source-backed guide for choosing between HeyClaude API endpoints, the HeyClaude MCP server, and the Raycast extension surface when building registry discovery, install-guidance, and PR-first submission workflows.
- Add Observability to LLM and Agent Applications - A practical guide to instrumenting LLM and agent applications with traces, metrics, logs, GenAI semantic attributes, sampling, and privacy-aware redaction so teams can debug model calls, tool use, retries, and cost.
- Build a Local-First AI Developer Stack - Run the parts of your AI dev workflow that touch your code and data โ tools, memory, and auxiliary models โ on infrastructure you control, while still using Claude as the orchestrator. A practical architecture for a self-hosted, privacy-first developer stack.
- MCP OAuth Token Audience Checklist - Practical checklist for reviewing remote MCP server authorization, resource indicators, bearer-token handling, HTTPS transport, PKCE, and token passthrough risks before connecting an AI client.
- MCP Protected Resource Metadata Verification Guide - Practical guide for checking MCP protected resource metadata, authorization server discovery, resource indicators, token audience binding, and 401 challenge behavior before trusting a remote MCP server.
- Build MCP Servers with Auth and Least Privilege - A source-backed guide for designing Model Context Protocol servers with explicit authorization boundaries, narrow tools, scoped resources, privacy-aware logging, and least-privilege runtime access.
- Migrate Cursor-Style Workflows to Claude Code - A practical migration guide for moving Cursor-style rules, prompts, MCP configuration, and team workflows into Claude Code memory, slash commands, MCP, settings, and reviewable project conventions.
- Complete Claude Migration Playbook from ChatGPT & Copilot - Complete migration workflow from ChatGPT, Gemini, and Copilot to Claude 4. Enterprise frameworks, real production metrics, and proven migration strategies.
- Claude Code Multi-Directory Setup Enterprise Workflow 2025 - Master Claude Code multi-directory enterprise workflow. Step-by-step setup, automation hooks, and proven enterprise strategies for 30-100x productivity boost.
- OpenAI Agents Trace to Eval Regression Guide - Source-backed guide for converting OpenAI Agents SDK traces into regression eval cases, trace grades, tool-call assertions, and release checks for agentic workflows.
- OpenTelemetry Observability for Claude Agent SDK Agents - A practical walkthrough of exporting OpenTelemetry traces, metrics, and events from the Claude Agent SDK: enabling telemetry, configuring OTLP exporters, reading agent spans, linking traces to your app, and controlling sensitive data.
- Permission Design for Claude Agent SDK Agents - A practical walkthrough of permission design in the Claude Agent SDK: the evaluation order (hooks, deny, mode, allow, canUseTool), allow/deny rules, permission modes, the canUseTool callback, and locking down an agent.
- Permission Modes for Claude Code Teams - A practical walkthrough of Claude Code permission modes for teams: what each mode allows, how to switch and default them, protected paths, and how administrators enforce or lock modes with managed settings.
- Playwright Trace Viewer AI Debugging Guide - Source-backed guide for using Playwright traces, screenshots, snapshots, network events, console logs, and action timelines as evidence for AI-assisted frontend debugging.
- Plugins in Claude Agent SDK Deployments - A practical walkthrough of loading local plugins in the Claude Agent SDK: the plugins option with type local and a path, what plugins bundle (skills, agents, hooks, MCP servers), verifying loads via the init message, and invoking namespaced plugin skills.
- Manage Prompt and Context Hygiene in Long Coding Sessions - A practical guide for keeping Claude Code sessions focused during long coding work with scoped prompts, checkpoints, durable memory boundaries, source refreshes, and privacy-safe handoffs.
- Evaluate AI Coding Tools with Repeatable Benchmarks - A practical guide for comparing AI coding tools with repeatable benchmarks, fixed task sets, controlled environments, transparent scoring, and privacy-safe artifacts.
- Resuming, Branching, and Naming Claude Code Sessions - A practical walkthrough of managing Claude Code sessions: resuming with --continue, --resume, and --from-pr, naming sessions, using the session picker, branching to try a different approach, and where transcripts are stored.
- Review AI-Generated Code Before Merge - A source-backed review workflow for pull requests that include AI-generated code. Treat generated diffs as untrusted implementation work, verify behavior in CI, inspect security-sensitive paths first, and merge only after a reviewer-owned checklist passes.
- Set Up Claude Code Hooks Safely - A source-backed safety checklist for introducing Claude Code hooks with scoped events, minimal authority, reviewable commands, clear ownership, and a rollback path.
- Secure Deployment for Claude Agent SDK Applications - A practical walkthrough of securely deploying Claude Agent SDK applications: the prompt-injection threat model, isolation options (sandbox runtime, containers, gVisor, VMs), least privilege, the proxy credential pattern, and filesystem controls.
- Slash Commands in Claude Agent SDK Sessions - A practical walkthrough of using slash commands in the Claude Agent SDK: discovering available commands from the init message, sending commands in the prompt, built-in commands like compact and clear, and defining custom commands on the filesystem.
- Write High-Quality Source-Backed Content PRs - A practical guide for preparing source-backed HeyClaude content pull requests that stay focused, cite verifiable sources, avoid generated artifacts, and pass content validation.
- Streaming Output from Claude Agent SDK Agents - A practical walkthrough of real-time streaming in the Claude Agent SDK: enabling partial messages, reading StreamEvent text and tool-call deltas, the message flow, and building a streaming UI.
- Structured Output from Claude Agent SDK Workflows - A practical walkthrough of structured outputs in the Claude Agent SDK: defining a JSON Schema via the outputFormat option, reading validated structured_output, type-safe schemas with Zod or Pydantic, and handling validation failures.
- Use Subagents for Code Review and Triage - A practical guide to using Claude Code subagents as focused review and triage specialists for pull requests, issues, risks, tests, documentation, and follow-up planning.
- Subagents in Claude Agent SDK Applications - A practical walkthrough of subagents in the Claude Agent SDK: defining them programmatically with the agents option and AgentDefinition, context isolation, parallelization, tool restrictions, invocation, and resuming.
- Terminal, Tmux, and Vim Setup for Claude Code - A practical walkthrough for configuring your terminal to work well with Claude Code: multiline newlines and Shift+Enter, the /terminal-setup command, tmux passthrough and extended keys, notifications, and Vim editor mode.
- Threat Model MCP Servers Before Installation - A practical pre-installation review workflow for Model Context Protocol servers. Inventory tools, resources, prompts, credentials, network reach, storage, and runtime permissions before connecting a server to Claude or another MCP client.
- Using the Context Window Simulator for Prompt Design - A practical walkthrough of the Claude Code context window explorer: what consumes context (system prompt, memory, CLAUDE.md, MCP tools, skills, file reads, history), how each loads, and how to use it plus /context to design leaner prompts and setups.
- Claude Code WSL Setup 2025 - Complete Claude Code WSL2 installation tutorial in 30 minutes. Configure Node.js, resolve PATH conflicts, and optimize Windows development performance.
- Agent Operator Growth Master Pack - High-leverage collection for operators building AI-driven products: secure code review, release governance, automation orchestration, skill authoring, growth execution, and Unraid/n8n operational readiness.
- API Contract Review Gate - A source-backed collection for reviewing API contracts before release: OpenAPI drift detection, JSON Schema validation, GraphQL schema checks, Spectral lint review, Pact consumer contract verification, and generated clients or stubs from approved specs.
- API Development Kit - Complete toolkit for building and documenting RESTful APIs with automated testing and documentation generation. Perfect for backend developers starting new API projects.
- AWS Infra Bundle - Complete AWS infrastructure management toolkit combining cloud architecture expertise, CloudFormation validation, and AWS services integration. Perfect for teams building and maintaining cloud-native applications on AWS.
- Backend Development - Full-featured backend development environment combining architecture planning, database design, and cloud services integration. Perfect for building scalable server-side applications.
- Cloudflare AI App Builder - A source-backed Cloudflare collection for building AI apps on the edge: combine Workers, Workers AI, Agents, D1, KV, R2, Wrangler deployment operations, and Cloudflare MCP access with explicit environment and data boundaries.
- Code Quality & Review - Comprehensive suite of tools for maintaining high code quality through automated reviews, testing, and best practice enforcement. Essential for teams focused on code excellence.
- Content Creation - Streamlined workflow for content creators and marketers. Manage projects across multiple platforms, design graphics, and automate content distribution with integrated tools.
- Data Engineering Suite - Comprehensive toolkit for data engineers working with databases, ETL pipelines, and data infrastructure. Includes database design, optimization, and cloud services integration.
- Debug & Troubleshoot - Complete debugging toolkit for identifying, analyzing, and resolving complex software issues. Combines AI-assisted debugging with powerful diagnostic commands.
- Productivity Booster - Maximize your development efficiency with automated workflows, smart backups, code formatting, and enhanced visual feedback. This collection combines productivity hooks, informative statuslines, and time-saving commands for a streamlined development experience.
- Documentation Automation - An automation bundle for keeping project documentation accurate and current: generate docs from code, measure documentation coverage, validate README structure and links, document API endpoints, and publish to a docs site. It pulls together existing hooks and commands into one documentation workflow organized around the Diataxis framework.
- Frontend QA Accessibility Workflow - A source-backed frontend QA collection for AI-assisted UI work: combine WCAG accessibility checks, Playwright browser automation, Storybook component context, Chrome DevTools inspection, BrowserStack coverage, and test hooks before shipping user interfaces.
- GitHub Maintainer Operations - An operations bundle for maintainers running a busy GitHub repository: triage failing CI, review pull requests, keep commits and changelogs disciplined, validate workflows and links, and draft release notes. It pulls together existing commands, hooks, and skills into one maintainer workflow grounded in the GitHub Open Source Guides.
- MCP Authorization Review Stack - Source-backed collection for reviewing OAuth-backed and remote MCP servers: protected resource metadata, token audience checks, least-privilege scopes, config privacy, local tool access, and interactive server inspection.
- Notebook Analytics Workbench - A source-backed collection for reproducible data analysis and notebook work: Marimo notebooks, DuckDB analytical SQL, Polars DataFrames, Hugging Face Datasets loading, Great Expectations quality checks, and Streamlit sharing.
- Open Source Evals Prompt Testing - A source-backed collection for building repeatable LLM eval and prompt testing workflows with open-source tools: prompt regression tests, RAG and agent metrics, human review datasets, traces, prompt optimization, and release gates.
- Privacy-First Research Workflow - A source-backed collection for private research workflows: local-first planning, reproducible notebooks, local analytical processing, redaction, human review datasets, trace review, and secret scanning before outputs are shared.
- Production Toolkit - Comprehensive system for ensuring code quality, security, and compliance before production deployment. Includes automated code reviews, complexity monitoring, backup strategies, and production-grade rules for professional development teams.
- Raycast Claude Power Workflow - A source-backed collection for keyboard-first Claude power users on macOS: Raycast launcher access, HeyClaude API/MCP/Raycast surface selection, MCP setup, skill installation, reusable slash commands, and Raycast extension development or publishing.
- SaaS MCP Starter Pack - A source-backed Model Context Protocol starter collection for SaaS builders: connect product code, database state, payments, deployment telemetry, issue tracking, and production errors while keeping MCP authorization and tool boundaries explicit.
- Secure Claude Code Workstation - A defense-in-depth bundle for hardening an agentic Claude Code workstation: block secrets and sensitive data before they are written, verify dependency provenance and known vulnerabilities, review supply-chain risk and run code security audits, and harden MCP tool access against prompt injection. It pulls together existing hooks, commands, rules, and skills into one secure setup, organized around the NIST Secure Software Development Framework.
- Self-Hosted AI Operator Stack - A source-backed collection for operators running AI services on infrastructure they control: local model runtime, CPU and GPU inference, model gateway, self-hosted MCP access, retrieval storage, model API packaging, container rebuilds, and image security checks.
- Accessibility First Statusline - Claude Code Statuslines - WCAG-compliant accessible statusline with screen reader announcements, high-contrast colors, semantic labels, keyboard hints, and reduced motion support.
- AI Model Performance Dashboard - Statuslines - Multi-provider AI performance dashboard with context occupancy tracking, truncation warnings, TTFT latency, tokens/min rate, and model comparison metrics.
- API Latency Breakdown - Statuslines - API latency breakdown monitor showing network time vs processing time split, p95 latency tracking, and performance bottleneck detection for Claude Code sessions.
- Block Timer Tracker - Statuslines - Claude 5-hour conversation block tracker with visual countdown, expiration warnings, and color-coded indicators to prevent unexpected session terminations.
- Burn Rate Monitor - Statuslines - Real-time burn rate monitor showing cost per minute, tokens per minute, and projected daily spend to prevent budget overruns during Claude Code sessions.
- Cache Efficiency Monitor - Statuslines - Claude Code prompt caching efficiency monitor tracking cache hits, write efficiency, and cost savings with visual hit rate indicators and optimization recommendations.
- Catppuccin Mocha Theme - Statuslines - Soothing Catppuccin Mocha theme statusline with 26 pastel colors, Powerline separators, and modular segments for Git, model info, and token tracking.
- Claude Code Analytics Burn Statusline - Claude Code statusline that reads Anthropic Claude Code Analytics Admin API data and shows daily estimated cost, hourly pace, sessions, and budget pressure.
- Context Pressure Statusline - Claude Code statusline that estimates context pressure from local session token counts and a configurable context limit, then prints a compact risk tier.
- Daily Usage Percentage Tracker - Statuslines - Claude Code daily usage quota tracker showing percentage of daily limit consumed with visual progress bar, time remaining, and budget pacing indicators.
- Claude Code Docker Statusline - Container Health Monitoring - Docker statusline configuration for Claude Code CLI. Features real-time health monitoring, color-coded indicators, and container tracking. Production-ready.
- Five Hour Window Tracker - Statuslines - Claude Code 5-hour rolling session window tracker with visual progress bar, time remaining countdown, and expiry warnings for usage management.
- GFM Issue Task Progress Statusline - Claude Code statusline that counts GitHub Flavored Markdown task list items from a linked issue body or local issue-body file.
- GitHub Repository Health Statusline - Claude Code statusline that uses GitHub CLI to show repository health basics: archive state, open PR count, open issue count, and default branch.
- git-machete Branch Hygiene Statusline - Claude Code statusline that uses git-machete branch layout data to show whether the current branch is managed, how many branches are outside the layout, and when fork-point overrides need review.
- git-secrets Environment Risk Statusline - Claude Code statusline that surfaces sensitive environment-file risk and can optionally run git-secrets as a local pre-commit-style scanner.
- Git Status Statusline - Statuslines - Git-focused statusline showing branch, dirty status, ahead/behind indicators, and stash count alongside Claude session info
- GitHub Check Runs Statusline - Claude Code statusline that reads GitHub REST check runs for the active pull request head commit and summarizes failed, pending, and passing checks.
- GitHub Search Review Queue Statusline - Claude Code statusline that uses GitHub pull request search qualifiers to show review-requested queue counts for maintainers.
- Istanbul Coverage Delta Statusline - Claude Code statusline that reads Istanbul JSON summary output and compares current line coverage with a local baseline percentage.
- kubectl Deployment Context Statusline - Claude Code statusline that shows the active kubectl context and namespace with a deployment-environment risk label.
- Lines Per Minute Tracker - Statuslines - Real-time coding velocity monitor tracking lines added/removed per minute with productivity scoring and daily output projection for Claude Code sessions.
- MCP Auth Surface Statusline - Claude Code statusline that summarizes MCP server count, remote endpoint count, and credential-surface hints without printing tokens, secrets, local paths, or full endpoint URLs.
- MCP Server Status Monitor - Statuslines - Real-time MCP server monitoring statusline showing connected servers, active tools, and performance metrics for Claude Code MCP integration
- Minimal Powerline - Statuslines - Clean, performance-optimized statusline with Powerline glyphs showing model, directory, and token count
- Model Provider Statusline - Claude Code statusline that prints the current model label, provider label, and optional routing hint from local statusline input.
- Model Switch History Tracker - Statuslines - Claude Code model switch detector tracking transitions between Opus/Sonnet/Haiku with switch count, current model indicator, and cost impact visualization.
- Multi Line Statusline - Statuslines - Comprehensive multi-line statusline displaying detailed session information across two lines with organized sections and visual separators
- Multi Provider Token Counter - Statuslines - Multi-provider AI token counter displaying real-time context usage for Claude (1M), GPT-4.1 (1M), Gemini 2.x (1M), and Grok 3 (1M) with 2025 verified limits
- Multi Session Overlap Indicator - Statuslines - Claude Code multi-session overlap detector showing concurrent active sessions with visual indicators, session count, and workspace collision warnings for budget management.
- npm Publish Readiness Statusline - Claude Code statusline that checks package publish readiness from package.json, optional npm login visibility, package privacy, and dirty package metadata files.
- Oh My Zsh Robbyrussell - Statuslines - Oh-My-Zsh robbyrussell theme replica with iconic arrow prompt, Git status indicators, and directory path for seamless Claude Code shell integration.
- OSV Dependency Risk Statusline - Claude Code statusline that reads OSV-Scanner JSON results and prints a compact dependency vulnerability count for review sessions.
- PR Closing Keywords Statusline - Claude Code statusline that checks the active pull request body for GitHub closing keywords and shows whether issue auto-closure linkage is present.
- Python Rich Statusline - Statuslines - Feature-rich statusline using Python's Rich library for beautiful formatting, progress bars, and real-time token cost tracking
- Real Time Cost Tracker - Statuslines - Real-time AI cost tracking statusline with per-session spend analytics, model pricing, and budget alerts
- Session Health Score - Statuslines - Claude Code session health aggregator providing A-F grade based on cost efficiency, latency performance, productivity velocity, and cache utilization with actionable recommendations.
- Session Timer - Time-tracking statusline showing elapsed session duration, tokens per minute rate, and estimated cost with productivity metrics
- simple-git Worktree Risk Statusline - Claude Code statusline that uses simple-git status data to show dirty worktree risk, staged changes, untracked files, and merge conflicts.
- Simple Text Statusline - Statuslines - Ultra-lightweight plain text statusline with no colors or special characters for maximum compatibility and minimal overhead
- Starship Powerline Theme - Statuslines - Starship-inspired powerline statusline with Nerd Font glyphs, modular segments, and Git integration for Claude Code
- Workspace Project Depth Indicator - Statuslines - Claude Code workspace depth tracker showing monorepo navigation level, project root detection, and directory depth visualization for context awareness.