SERVER

RAWThink

Rank #24,329

io.github.ygtalp/rawthink-mcp

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

1 version

by ygtalp (1 servers)View repository ↗Claim this server

First listed

Apr 14, 2026

Last publish date

Jul 31, 2026

OVERVIEW

RAWThink is a Model Context Protocol (MCP) server published by ygtalp. It ranks #24,329 of 137,492 servers tracked on MCP Toplist. RAWThink is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Apr 14, 2026 and most recently updated on Jul 31, 2026.

STANDING

#24,329of 137,492 tracked serversTop 25%

Ranks ahead of 113,163 of 137,492 servers on MCP Toplist.

CONNECT

Use RAWThink

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

Python package (PyPI)

claude mcp add rawthink-mcp -e "RAWTHINK_VAULT=<your RAWTHINK_VAULT>" -e "MEMORY_FILE_PATH=<your MEMORY_FILE_PATH>" -e "QDRANT_URL=<your QDRANT_URL>" -e "QDRANT_PATH=<your QDRANT_PATH>" -e "OLLAMA_URL=<your OLLAMA_URL>" -e "OLLAMA_MODEL=<your OLLAMA_MODEL>" -e "RAWTHINK_TOOL_PROFILE=<your RAWTHINK_TOOL_PROFILE>" -e "RAWTHINK_BM25_STATE=<your RAWTHINK_BM25_STATE>" -e "RAWTHINK_LOG_LEVEL=<your RAWTHINK_LOG_LEVEL>" -- uvx rawthink-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

[mcp_servers.rawthink-mcp]
command = "uvx"
args = ["rawthink-mcp"]

[mcp_servers.rawthink-mcp.env]
RAWTHINK_VAULT = "<your RAWTHINK_VAULT>"
MEMORY_FILE_PATH = "<your MEMORY_FILE_PATH>"
QDRANT_URL = "<your QDRANT_URL>"
QDRANT_PATH = "<your QDRANT_PATH>"
OLLAMA_URL = "<your OLLAMA_URL>"
OLLAMA_MODEL = "<your OLLAMA_MODEL>"
RAWTHINK_TOOL_PROFILE = "<your RAWTHINK_TOOL_PROFILE>"
RAWTHINK_BM25_STATE = "<your RAWTHINK_BM25_STATE>"
RAWTHINK_LOG_LEVEL = "<your RAWTHINK_LOG_LEVEL>"

Add to ~/.codex/config.toml. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "rawthink-mcp": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ],
      "env": {
        "RAWTHINK_VAULT": "<your RAWTHINK_VAULT>",
        "MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>",
        "QDRANT_URL": "<your QDRANT_URL>",
        "QDRANT_PATH": "<your QDRANT_PATH>",
        "OLLAMA_URL": "<your OLLAMA_URL>",
        "OLLAMA_MODEL": "<your OLLAMA_MODEL>",
        "RAWTHINK_TOOL_PROFILE": "<your RAWTHINK_TOOL_PROFILE>",
        "RAWTHINK_BM25_STATE": "<your RAWTHINK_BM25_STATE>",
        "RAWTHINK_LOG_LEVEL": "<your RAWTHINK_LOG_LEVEL>"
      }
    }
  }
}

Add to claude_desktop_config.json (Settings → Developer → Edit Config). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "rawthink-mcp": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ],
      "env": {
        "RAWTHINK_VAULT": "<your RAWTHINK_VAULT>",
        "MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>",
        "QDRANT_URL": "<your QDRANT_URL>",
        "QDRANT_PATH": "<your QDRANT_PATH>",
        "OLLAMA_URL": "<your OLLAMA_URL>",
        "OLLAMA_MODEL": "<your OLLAMA_MODEL>",
        "RAWTHINK_TOOL_PROFILE": "<your RAWTHINK_TOOL_PROFILE>",
        "RAWTHINK_BM25_STATE": "<your RAWTHINK_BM25_STATE>",
        "RAWTHINK_LOG_LEVEL": "<your RAWTHINK_LOG_LEVEL>"
      }
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (per project). Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "servers": {
    "rawthink-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ],
      "env": {
        "RAWTHINK_VAULT": "<your RAWTHINK_VAULT>",
        "MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>",
        "QDRANT_URL": "<your QDRANT_URL>",
        "QDRANT_PATH": "<your QDRANT_PATH>",
        "OLLAMA_URL": "<your OLLAMA_URL>",
        "OLLAMA_MODEL": "<your OLLAMA_MODEL>",
        "RAWTHINK_TOOL_PROFILE": "<your RAWTHINK_TOOL_PROFILE>",
        "RAWTHINK_BM25_STATE": "<your RAWTHINK_BM25_STATE>",
        "RAWTHINK_LOG_LEVEL": "<your RAWTHINK_LOG_LEVEL>"
      }
    }
  }
}

Save as .vscode/mcp.json in your workspace. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "rawthink-mcp": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ],
      "env": {
        "RAWTHINK_VAULT": "<your RAWTHINK_VAULT>",
        "MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>",
        "QDRANT_URL": "<your QDRANT_URL>",
        "QDRANT_PATH": "<your QDRANT_PATH>",
        "OLLAMA_URL": "<your OLLAMA_URL>",
        "OLLAMA_MODEL": "<your OLLAMA_MODEL>",
        "RAWTHINK_TOOL_PROFILE": "<your RAWTHINK_TOOL_PROFILE>",
        "RAWTHINK_BM25_STATE": "<your RAWTHINK_BM25_STATE>",
        "RAWTHINK_LOG_LEVEL": "<your RAWTHINK_LOG_LEVEL>"
      }
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json. Replace each placeholder with your own value before saving.

Python package (PyPI)

{
  "mcpServers": {
    "rawthink-mcp": {
      "command": "uvx",
      "args": [
        "rawthink-mcp"
      ],
      "env": {
        "RAWTHINK_VAULT": "<your RAWTHINK_VAULT>",
        "MEMORY_FILE_PATH": "<your MEMORY_FILE_PATH>",
        "QDRANT_URL": "<your QDRANT_URL>",
        "QDRANT_PATH": "<your QDRANT_PATH>",
        "OLLAMA_URL": "<your OLLAMA_URL>",
        "OLLAMA_MODEL": "<your OLLAMA_MODEL>",
        "RAWTHINK_TOOL_PROFILE": "<your RAWTHINK_TOOL_PROFILE>",
        "RAWTHINK_BM25_STATE": "<your RAWTHINK_BM25_STATE>",
        "RAWTHINK_LOG_LEVEL": "<your RAWTHINK_LOG_LEVEL>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

Markdown

[![MCP Toplist](https://mcptoplist.com/badge/io.github.ygtalp%2Frawthink-mcp.svg)](https://mcptoplist.com/server/io.github.ygtalp%2Frawthink-mcp)

HTML

<a href="https://mcptoplist.com/server/io.github.ygtalp%2Frawthink-mcp"><img src="https://mcptoplist.com/badge/io.github.ygtalp%2Frawthink-mcp.svg" alt="MCP Toplist: Top 25% of 137,492" /></a>

Variants: append ?metric=score or ?metric=stars to the image URL.

REGISTRIES

Listed on 2 registries

Glama

Official MCP

ORGANIZATION

ygtalp

Organization

ygtalp

Servers in org

Versions across org

VERSIONS

Available versions (1)

Version	Published
2.0.1	Jul 31, 2026

FAQ

Frequently asked questions

Who maintains RAWThink?: RAWThink is maintained by ygtalp, which publishes 1 MCP server (1 total version) tracked on MCP Toplist.
Is RAWThink listed on the Official MCP Registry?: Yes — RAWThink is listed on the Official MCP Registry, alongside Glama.
How many versions does RAWThink have?: MCP Toplist tracks 1 version of RAWThink, most recently published on Jul 31, 2026.
Where can I find the source code for RAWThink?: The source code for RAWThink is hosted at github.com/ygtalp/rawthink-mcp.

Used in projects

Do you run this server?

Add to a project

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE

All MCP Servers Official MCP Servers GitHub MCP Servers Best MCP Servers Most Active MCP Servers New MCP Servers Best New MCP Servers