Expose your FastAPI endpoints as Model Context Protocol (MCP) tools, with Auth!
AWS MCP Servers — helping you get the most out of AWS, wherever you use MCP.
AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
An MCP server that autonomously evaluates web applications.
Constrain, log and scan your MCP connections for security vulnerabilities.
Connect AI models like Claude & GPT with robots using MCP and ROS.
🌐Web Agent Protocol (WAP) - Record and replay user interactions in the browser with MCP support
Unlock 650+ MCP servers tools in your favorite agentic framework.
Django MCP Server is a Django extensions to easily enable AI Agents to interact with Django Apps through the Model Context Protocol it works equally well on WSGI and ASGI
K8s-mcp-server is a Model Context Protocol (MCP) server that enables AI assistants like Claude to securely execute Kubernetes commands. It provides a bridge between language models and essential Kubernetes CLI tools including kubectl, helm, istioctl, and argocd, allowing AI systems to assist with cluster management, troubleshooting, and deployments
A lightweight service that enables AI assistants to execute AWS CLI commands (in safe containerized environment) through the Model Context Protocol (MCP). Bridges Claude, Cursor, and other MCP-aware AI tools with AWS CLI for enhanced cloud infrastructure management.
A Model Context Protocol (MCP) server for interacting with Meilisearch through LLM interfaces.
Agentic abstraction layer for building high precision vertical AI agents written in python for Model Context Protocol.
MCP Client Implementation using Python, LangGraph and Gemini
Magg: The MCP Aggregator
数读 是一件可以让你的大模型安全连接到数据库的MCP工具。| DButils is an all-in-one MCP service that enables your AI to do data analysis by harnessing versatile types of database (sqlite, mysql, postgres, and more) within a unified configuration of multiple connections in a secured way (like SSL and controlled write access).
Needle MCP Server for easy RAG.Long-term memory for LLMs.
FHIR MCP Server – helping you expose any FHIR Server or API as a MCP Server.
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