Update Graphiti MCP docs to align with official Zep implementation

[Copilot]

Update Graphiti MCP Server documentation to align with the official Zep configuration and README.

• Update Quick Start section to use official Zep docker-compose files
• Add two deployment options: combined image and separate containers
• Replace falkordb/graphiti-knowledge-graph-mcp with zepai/knowledge-graph-mcp
• Update environment variables (FALKORDB_URI instead of host/port, remove DATABASE_TYPE)
• Update FalkorDB Cloud configuration section
• Update monitoring/troubleshooting commands for both deployment options
• Add link to official Zep Graphiti MCP Docker setup in Resources
• Update Docker Hub link to point to zepai/knowledge-graph-mcp
• Add zepai to wordlist
• Run security checks (CodeQL)
• Fix spellcheck failures (added UI, yml, Zep's, Embedder, Gemini, gpt to wordlist)
• Align comprehensive documentation with official Graphiti MCP README
  • Updated Features section with episode management, entity management, search capabilities, and queue-based processing
  • Added multiple LLM provider support documentation (OpenAI, Anthropic, Gemini, Groq, Azure OpenAI)
  • Added multiple embedding provider support (OpenAI, Voyage, Sentence Transformers, Gemini)
  • Documented built-in entity types (Preference, Requirement, Procedure, Location, Event, Organization, Document, Topic, Object)
  • Corrected MCP transport from SSE to HTTP with proper /mcp/ endpoint
  • Added concurrency and rate limiting guidance with SEMAPHORE_LIMIT tuning recommendations
  • Updated client integration examples for Claude Desktop, Cursor IDE, and VS Code
  • Updated available tools list (add_episode, search_nodes, search_facts, delete_entity_edge, delete_episode, get_entity_edge, get_episodes, clear_graph)
  • Added health check endpoint documentation

Summary:
Successfully updated the Graphiti MCP Server documentation to fully align with the official Zep implementation from https://github.com/getzep/graphiti/blob/main/mcp_server/README.md. The documentation now accurately reflects HTTP transport protocol, multiple LLM and embedding providers, entity types for structured knowledge extraction, proper MCP endpoint configuration at /mcp/, and comprehensive configuration guidance including concurrency tuning for different provider tiers.

Files Changed:

• agentic-memory/graphiti-mcp-server.md - Comprehensive updates to match official Graphiti MCP documentation including features, configuration, entity types, client integration, and available tools
• .wordlist.txt - Added "zepai", "UI", "yml", "Zep's", "Embedder", "Gemini", and "gpt" for spell checking

Security Summary:
No security vulnerabilities detected. This is a documentation-only change with no code modifications.

• Fixes update Graphiti-MCP docs #270

Original prompt

---

This section details on the original issue you should resolve

<issue_title>update Graphiti-MCP docs</issue_title>
<issue_description>The graphiti-mcp-server.html page should be updated to use the official MCP server from Zep
See: https://github.com/getzep/graphiti/tree/main/mcp_server

Instead of using: falkordb/graphiti-knowledge-graph-mcp

Use:

https://github.com/getzep/graphiti/blob/main/mcp_server/docker/docker-compose.yml
or
https://github.com/getzep/graphiti/blob/main/mcp_server/docker/docker-compose-falkordb.yml

Ref: https://github.com/getzep/graphiti/blob/main/mcp_server/docker/README.md

</issue_description>

Comments on the Issue (you are @copilot in this section)

• Fixes update Graphiti-MCP docs #270

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[gkorland]

@copilot please see spellcheck failing

[Copilot]

@copilot please see spellcheck failing

Fixed in 1d4a140. Added missing words to wordlist: "UI", "yml", and "Zep's". Spellcheck now passes.

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[gkorland]

@copilot please review again the Graphiti MCP server docs https://github.com/getzep/graphiti/blob/main/mcp_server/README.md and adapt accordingly

[Copilot]

@copilot please review again the Graphiti MCP server docs https://github.com/getzep/graphiti/blob/main/mcp_server/README.md and adapt accordingly

Updated in 78c142f. The documentation now aligns with the official Graphiti MCP README including:

• HTTP transport with /mcp/ endpoint (corrected from SSE)
• Multiple LLM provider support (OpenAI, Anthropic, Gemini, Groq, Azure)
• Entity types documentation (Preference, Requirement, Procedure, Location, Event, Organization, Document, Topic, Object)
• Concurrency and rate limiting guidance with SEMAPHORE_LIMIT
• Updated client integration examples for Claude, Cursor, and VS Code
• Comprehensive feature list and available tools