RAWThink MCP Server

by ygtalpio.github.ygtalp/rawthink-mcpv2.0.1

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

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Maintained2mo ago

Install RAWThink MCP server

claude mcp add rawthink -- uvx rawthink-mcp

{
  "mcpServers": {
    "rawthink": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "rawthink": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ]
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "rawthink": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ]
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "rawthink": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Variable	Required	Secret	Description
RAWTHINK_VAULT	—	—	Path to the vault directory holding sessions, qnotes and the knowledge graph.
MEMORY_FILE_PATH	—	—	Path to memory.jsonl. Defaults to <vault>/memory.jsonl.
QDRANT_URL	—	—	Qdrant server URL.
QDRANT_PATH	—	—	Set to a directory to run Qdrant embedded instead of via Docker.
OLLAMA_URL	—	—	Ollama server URL. Without it, retrieval degrades to sparse-only.
OLLAMA_MODEL	—	—	Embedding model. Changing it requires a full reindex.
RAWTHINK_TOOL_PROFILE	—	—	Which tools to expose: recall (4, read-only), record (5, the write path), or full (17).
RAWTHINK_BM25_STATE	—	—	Path to the BM25 state file. Defaults to <vault>/.bm25_state.json.
RAWTHINK_LOG_LEVEL	—	—	Log level for diagnostics on stderr.