RAWThink

{
  "_meta": {
    "io.modelcontextprotocol.registry/official": {
      "status": "active",
      "isLatest": true,
      "updatedAt": "2026-07-31T05:48:24.652194Z",
      "publishedAt": "2026-07-31T05:48:24.652194Z",
      "statusChangedAt": "2026-07-31T05:48:24.652194Z"
    }
  },
  "server": {
    "name": "io.github.ygtalp/rawthink-mcp",
    "title": "RAWThink",
    "$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
    "version": "2.0.1",
    "packages": [
      {
        "version": "2.0.1",
        "transport": {
          "type": "stdio"
        },
        "identifier": "rawthink-mcp",
        "runtimeHint": "uvx",
        "registryType": "pypi",
        "registryBaseUrl": "https://pypi.org",
        "environmentVariables": [
          {
            "name": "RAWTHINK_VAULT",
            "default": "../vault",
            "description": "Path to the vault directory holding sessions, qnotes and the knowledge graph."
          },
          {
            "name": "MEMORY_FILE_PATH",
            "description": "Path to memory.jsonl. Defaults to <vault>/memory.jsonl."
          },
          {
            "name": "QDRANT_URL",
            "default": "http://localhost:6333",
            "description": "Qdrant server URL."
          },
          {
            "name": "QDRANT_PATH",
            "description": "Set to a directory to run Qdrant embedded instead of via Docker."
          },
          {
            "name": "OLLAMA_URL",
            "default": "http://localhost:11434",
            "description": "Ollama server URL. Without it, retrieval degrades to sparse-only."
          },
          {
            "name": "OLLAMA_MODEL",
            "default": "bge-m3",
            "description": "Embedding model. Changing it requires a full reindex."
          },
          {
            "name": "RAWTHINK_TOOL_PROFILE",
            "default": "full",
            "description": "Which tools to expose: recall (4, read-only), record (5, the write path), or full (17)."
          },
          {
            "name": "RAWTHINK_BM25_STATE",
            "description": "Path to the BM25 state file. Defaults to <vault>/.bm25_state.json."
          },
          {
            "name": "RAWTHINK_LOG_LEVEL",
            "default": "INFO",
            "description": "Log level for diagnostics on stderr."
          }
        ]
      }
    ],
    "repository": {
      "url": "https://github.com/ygtalp/rawthink-mcp",
      "source": "github"
    },
    "description": "Persistent memory for AI thinking partnerships: hybrid search and a temporal knowledge graph."
  }
}