RAWThink

io.github.ygtalp/rawthink-mcp

Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph.

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Connect this server

Add this to your MCP client config — claude_desktop_config.json (Claude Desktop) or .cursor/mcp.json (Cursor).Suits: Claude Desktop · Cursor.

{
  "mcpServers": {
    "rawthink-mcp": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ],
      "env": {
        "RAWTHINK_VAULT": "../vault",
        "QDRANT_URL": "http://localhost:6333",
        "OLLAMA_URL": "http://localhost:11434",
        "OLLAMA_MODEL": "bge-m3",
        "RAWTHINK_TOOL_PROFILE": "full",
        "RAWTHINK_LOG_LEVEL": "INFO"
      }
    }
  }
}
Environment variables
  • RAWTHINK_VAULTPath to the vault directory holding sessions, qnotes and the knowledge graph.
  • QDRANT_URLQdrant server URL.
  • OLLAMA_URLOllama server URL. Without it, retrieval degrades to sparse-only.
  • OLLAMA_MODELEmbedding model. Changing it requires a full reindex.
  • RAWTHINK_TOOL_PROFILEWhich tools to expose: recall (4, read-only), record (5, the write path), or full (17).
  • RAWTHINK_LOG_LEVELLog level for diagnostics on stderr.

A starting point — check the repository for exact arguments and setup. Restart your client after editing the config.

Category
Developer Tools
Version
2.0.1
Registry
active
Published
7/31/2026

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Markdown — for your README

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Nice for visibility, but GitHub marks README links nofollow, so it doesn't pass authority. Use the HTML badge on your site as well.