Who maintains minirag-mcp?

minirag-mcp is maintained by sfrangulov, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.

Is minirag-mcp listed on the Official MCP Registry?

Yes — minirag-mcp is listed on the Official MCP Registry, alongside Glama.

How many versions does minirag-mcp have?

MCP Toplist tracks 1 version of minirag-mcp, most recently published on Aug 9, 2026.

Where can I find the source code for minirag-mcp?

The source code for minirag-mcp is hosted at github.com/sfrangulov/minirag-mcp.

SERVER

minirag-mcp

Rank #1,693

io.github.sfrangulov/minirag-mcp

Local-first RAG MCP server: hybrid search over a folder of your own documents

1 version

65 GitHub stars

by sfrangulov (2 servers)View repository ↗

First listed

Aug 7, 2026

Last publish date

Aug 9, 2026

OVERVIEW

minirag-mcp is a Model Context Protocol (MCP) server published by sfrangulov. It ranks #1,693 of 115,591 servers tracked on MCP Toplist, and its repository has 65 GitHub stars. minirag-mcp is listed across 2 registries — Official MCP and Glama, with 1 tracked version. It was first listed on Aug 7, 2026 and most recently updated on Aug 9, 2026.

STANDING

#1,693of 115,591 tracked serversTop 5%

Ranks ahead of 113,898 of 115,591 servers on MCP Toplist.

CONNECT

Use minirag-mcp

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 minirag-mcp -e "BASE_DIR=<your BASE_DIR>" -e "BASE_DIRS=<your BASE_DIRS>" -e "DB_PATH=<your DB_PATH>" -e "CACHE_DIR=<your CACHE_DIR>" -e "MODEL_NAME=<your MODEL_NAME>" -e "MAX_FILE_SIZE=<your MAX_FILE_SIZE>" -e "CHUNK_TOKEN_BUDGET=<your CHUNK_TOKEN_BUDGET>" -e "RAG_HYBRID_WEIGHT=<your RAG_HYBRID_WEIGHT>" -e "RAG_GROUPING=<your RAG_GROUPING>" -e "RAG_MAX_DISTANCE=<your RAG_MAX_DISTANCE>" -e "RAG_MAX_FILES=<your RAG_MAX_FILES>" -e "RAG_INSTRUCTIONS_APPEND=<your RAG_INSTRUCTIONS_APPEND>" -e "ALLOW_PRIVATE_URLS=<your ALLOW_PRIVATE_URLS>" -- uvx minirag-mcp

Replace each placeholder with your own value before saving.

Python package (PyPI)

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

[mcp_servers.minirag-mcp.env]
BASE_DIR = "<your BASE_DIR>"
BASE_DIRS = "<your BASE_DIRS>"
DB_PATH = "<your DB_PATH>"
CACHE_DIR = "<your CACHE_DIR>"
MODEL_NAME = "<your MODEL_NAME>"
MAX_FILE_SIZE = "<your MAX_FILE_SIZE>"
CHUNK_TOKEN_BUDGET = "<your CHUNK_TOKEN_BUDGET>"
RAG_HYBRID_WEIGHT = "<your RAG_HYBRID_WEIGHT>"
RAG_GROUPING = "<your RAG_GROUPING>"
RAG_MAX_DISTANCE = "<your RAG_MAX_DISTANCE>"
RAG_MAX_FILES = "<your RAG_MAX_FILES>"
RAG_INSTRUCTIONS_APPEND = "<your RAG_INSTRUCTIONS_APPEND>"
ALLOW_PRIVATE_URLS = "<your ALLOW_PRIVATE_URLS>"

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

Python package (PyPI)

{
  "mcpServers": {
    "minirag-mcp": {
      "command": "uvx",
      "args": [
        "minirag-mcp"
      ],
      "env": {
        "BASE_DIR": "<your BASE_DIR>",
        "BASE_DIRS": "<your BASE_DIRS>",
        "DB_PATH": "<your DB_PATH>",
        "CACHE_DIR": "<your CACHE_DIR>",
        "MODEL_NAME": "<your MODEL_NAME>",
        "MAX_FILE_SIZE": "<your MAX_FILE_SIZE>",
        "CHUNK_TOKEN_BUDGET": "<your CHUNK_TOKEN_BUDGET>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "RAG_INSTRUCTIONS_APPEND": "<your RAG_INSTRUCTIONS_APPEND>",
        "ALLOW_PRIVATE_URLS": "<your ALLOW_PRIVATE_URLS>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "minirag-mcp": {
      "command": "uvx",
      "args": [
        "minirag-mcp"
      ],
      "env": {
        "BASE_DIR": "<your BASE_DIR>",
        "BASE_DIRS": "<your BASE_DIRS>",
        "DB_PATH": "<your DB_PATH>",
        "CACHE_DIR": "<your CACHE_DIR>",
        "MODEL_NAME": "<your MODEL_NAME>",
        "MAX_FILE_SIZE": "<your MAX_FILE_SIZE>",
        "CHUNK_TOKEN_BUDGET": "<your CHUNK_TOKEN_BUDGET>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "RAG_INSTRUCTIONS_APPEND": "<your RAG_INSTRUCTIONS_APPEND>",
        "ALLOW_PRIVATE_URLS": "<your ALLOW_PRIVATE_URLS>"
      }
    }
  }
}

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": {
    "minirag-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "minirag-mcp"
      ],
      "env": {
        "BASE_DIR": "<your BASE_DIR>",
        "BASE_DIRS": "<your BASE_DIRS>",
        "DB_PATH": "<your DB_PATH>",
        "CACHE_DIR": "<your CACHE_DIR>",
        "MODEL_NAME": "<your MODEL_NAME>",
        "MAX_FILE_SIZE": "<your MAX_FILE_SIZE>",
        "CHUNK_TOKEN_BUDGET": "<your CHUNK_TOKEN_BUDGET>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "RAG_INSTRUCTIONS_APPEND": "<your RAG_INSTRUCTIONS_APPEND>",
        "ALLOW_PRIVATE_URLS": "<your ALLOW_PRIVATE_URLS>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "minirag-mcp": {
      "command": "uvx",
      "args": [
        "minirag-mcp"
      ],
      "env": {
        "BASE_DIR": "<your BASE_DIR>",
        "BASE_DIRS": "<your BASE_DIRS>",
        "DB_PATH": "<your DB_PATH>",
        "CACHE_DIR": "<your CACHE_DIR>",
        "MODEL_NAME": "<your MODEL_NAME>",
        "MAX_FILE_SIZE": "<your MAX_FILE_SIZE>",
        "CHUNK_TOKEN_BUDGET": "<your CHUNK_TOKEN_BUDGET>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "RAG_INSTRUCTIONS_APPEND": "<your RAG_INSTRUCTIONS_APPEND>",
        "ALLOW_PRIVATE_URLS": "<your ALLOW_PRIVATE_URLS>"
      }
    }
  }
}

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

Python package (PyPI)

{
  "mcpServers": {
    "minirag-mcp": {
      "command": "uvx",
      "args": [
        "minirag-mcp"
      ],
      "env": {
        "BASE_DIR": "<your BASE_DIR>",
        "BASE_DIRS": "<your BASE_DIRS>",
        "DB_PATH": "<your DB_PATH>",
        "CACHE_DIR": "<your CACHE_DIR>",
        "MODEL_NAME": "<your MODEL_NAME>",
        "MAX_FILE_SIZE": "<your MAX_FILE_SIZE>",
        "CHUNK_TOKEN_BUDGET": "<your CHUNK_TOKEN_BUDGET>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "RAG_INSTRUCTIONS_APPEND": "<your RAG_INSTRUCTIONS_APPEND>",
        "ALLOW_PRIVATE_URLS": "<your ALLOW_PRIVATE_URLS>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

BADGE

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Markdown

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

HTML

<a href="https://mcptoplist.com/server/io.github.sfrangulov%2Fminirag-mcp"><img src="https://mcptoplist.com/badge/io.github.sfrangulov%2Fminirag-mcp.svg" alt="MCP Toplist: Top 5% of 115,591" /></a>

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

REGISTRIES

Listed on 2 registries

Glama

Official MCP

ORGANIZATION

sfrangulov

Organization

sfrangulov

Servers in org

Versions across org

Other servers by sfrangulov

Chroma Memory MCP#59,189

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VERSIONS

Available versions (1)

Version	Published
0.4.1	Aug 9, 2026

FAQ

Frequently asked questions

Who maintains minirag-mcp?: minirag-mcp is maintained by sfrangulov, which publishes 2 MCP servers (1 total version) tracked on MCP Toplist.
Is minirag-mcp listed on the Official MCP Registry?: Yes — minirag-mcp is listed on the Official MCP Registry, alongside Glama.
How many versions does minirag-mcp have?: MCP Toplist tracks 1 version of minirag-mcp, most recently published on Aug 9, 2026.
Where can I find the source code for minirag-mcp?: The source code for minirag-mcp is hosted at github.com/sfrangulov/minirag-mcp.

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