Overview

Rag Knowledge MCP provides AI-powered tools via the Model Context Protocol (MCP).

Tools

Tool	Description
semantic_search	Semantic search over indexed documents.
knowledge_graph_query	Query the knowledge graph by entity and optional relation.
index_document	Index a document into vector store and knowledge graph.
extract_entities_tool	Extract regulatory entities from text.
cross_reference	Find cross-references between two frameworks for a term.

Installation

pip install meok-rag-knowledge-mcp

Usage with Claude Desktop

Add to your Claude Desktop MCP config (claude_desktop_config.json):

{
  "mcpServers": {
    "rag-knowledge": {
      "command": "python",
      "args": ["-m", "meok_rag_knowledge_mcp.server"]
    }
  }
}

Usage with FastMCP

from mcp.server.fastmcp import FastMCP

# This server exposes 5 tool(s) via MCP
# See server.py for full implementation

License

MIT © MEOK AI Labs