SERVER

mcp-local-rag

Rank #13,247

io.github.damoqiongqiu/mcp-local-rag

Semantic code & doc search with keyword boost. AST code nav, auto HF mirror, local, privacy-first.

11 versions

13 GitHub stars

by damoqiongqiu (2 servers)View repository ↗

First listed

Jul 11, 2026

Last publish date

Jul 23, 2026

PURPOSE

What you can do with mcp-local-rag

mcp-local-rag is a Model Context Protocol (MCP) server published by damoqiongqiu. It ranks #13,247 of 144,396 active servers on MCP Toplist, and its repository has 13 GitHub stars. mcp-local-rag is listed across 3 registries — Official MCP, PulseMCP and Glama, with 11 tracked versions. It was first listed on Jul 11, 2026 and most recently updated on Jul 23, 2026.

Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.

CAPABILITIES AND LIMITATIONS

What mcp-local-rag can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

REQUIREMENTS

What you need before using mcp-local-rag

DeclaredNo credentialsNo credentials declared

The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.

Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.

Declared in the registry install config

BASE_DIR · optional
BASE_DIRS · optional
DB_PATH · optional
CACHE_DIR · optional
MODEL_NAME · optional
MAX_FILE_SIZE · optional
RAG_MAX_DISTANCE · optional
RAG_GROUPING · optional
RAG_MAX_FILES · optional
CHUNK_MIN_LENGTH · optional
RAG_DEVICE · optional
RAG_DTYPE · optional
RAG_HYBRID_WEIGHT · optional
RAG_WATCH · optional
HF_ENDPOINT · optional
HF_AUTO_MIRROR · optional
HTTPS_PROXY · optional
HTTP_PROXY · optional

INSTALLATION AND FIRST TASK

Connect mcp-local-rag and confirm it works

npm package

claude mcp add mcp-local-rag -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 "RAG_MAX_DISTANCE=<your RAG_MAX_DISTANCE>" -e "RAG_GROUPING=<your RAG_GROUPING>" -e "RAG_MAX_FILES=<your RAG_MAX_FILES>" -e "CHUNK_MIN_LENGTH=<your CHUNK_MIN_LENGTH>" -e "RAG_DEVICE=<your RAG_DEVICE>" -e "RAG_DTYPE=<your RAG_DTYPE>" -e "RAG_HYBRID_WEIGHT=<your RAG_HYBRID_WEIGHT>" -e "RAG_WATCH=<your RAG_WATCH>" -e "HF_ENDPOINT=<your HF_ENDPOINT>" -e "HF_AUTO_MIRROR=<your HF_AUTO_MIRROR>" -e "HTTPS_PROXY=<your HTTPS_PROXY>" -e "HTTP_PROXY=<your HTTP_PROXY>" -- npx -y @damoqiongqiu/mcp-local-rag

Replace each placeholder with your own value before saving.

npm package

[mcp_servers.mcp-local-rag]
command = "npx"
args = ["-y", "@damoqiongqiu/mcp-local-rag"]

[mcp_servers.mcp-local-rag.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>"
RAG_MAX_DISTANCE = "<your RAG_MAX_DISTANCE>"
RAG_GROUPING = "<your RAG_GROUPING>"
RAG_MAX_FILES = "<your RAG_MAX_FILES>"
CHUNK_MIN_LENGTH = "<your CHUNK_MIN_LENGTH>"
RAG_DEVICE = "<your RAG_DEVICE>"
RAG_DTYPE = "<your RAG_DTYPE>"
RAG_HYBRID_WEIGHT = "<your RAG_HYBRID_WEIGHT>"
RAG_WATCH = "<your RAG_WATCH>"
HF_ENDPOINT = "<your HF_ENDPOINT>"
HF_AUTO_MIRROR = "<your HF_AUTO_MIRROR>"
HTTPS_PROXY = "<your HTTPS_PROXY>"
HTTP_PROXY = "<your HTTP_PROXY>"

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

npm package

{
  "mcpServers": {
    "mcp-local-rag": {
      "command": "npx",
      "args": [
        "-y",
        "@damoqiongqiu/mcp-local-rag"
      ],
      "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>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "CHUNK_MIN_LENGTH": "<your CHUNK_MIN_LENGTH>",
        "RAG_DEVICE": "<your RAG_DEVICE>",
        "RAG_DTYPE": "<your RAG_DTYPE>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_WATCH": "<your RAG_WATCH>",
        "HF_ENDPOINT": "<your HF_ENDPOINT>",
        "HF_AUTO_MIRROR": "<your HF_AUTO_MIRROR>",
        "HTTPS_PROXY": "<your HTTPS_PROXY>",
        "HTTP_PROXY": "<your HTTP_PROXY>"
      }
    }
  }
}

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

npm package

{
  "mcpServers": {
    "mcp-local-rag": {
      "command": "npx",
      "args": [
        "-y",
        "@damoqiongqiu/mcp-local-rag"
      ],
      "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>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "CHUNK_MIN_LENGTH": "<your CHUNK_MIN_LENGTH>",
        "RAG_DEVICE": "<your RAG_DEVICE>",
        "RAG_DTYPE": "<your RAG_DTYPE>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_WATCH": "<your RAG_WATCH>",
        "HF_ENDPOINT": "<your HF_ENDPOINT>",
        "HF_AUTO_MIRROR": "<your HF_AUTO_MIRROR>",
        "HTTPS_PROXY": "<your HTTPS_PROXY>",
        "HTTP_PROXY": "<your HTTP_PROXY>"
      }
    }
  }
}

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

npm package

{
  "servers": {
    "mcp-local-rag": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@damoqiongqiu/mcp-local-rag"
      ],
      "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>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "CHUNK_MIN_LENGTH": "<your CHUNK_MIN_LENGTH>",
        "RAG_DEVICE": "<your RAG_DEVICE>",
        "RAG_DTYPE": "<your RAG_DTYPE>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_WATCH": "<your RAG_WATCH>",
        "HF_ENDPOINT": "<your HF_ENDPOINT>",
        "HF_AUTO_MIRROR": "<your HF_AUTO_MIRROR>",
        "HTTPS_PROXY": "<your HTTPS_PROXY>",
        "HTTP_PROXY": "<your HTTP_PROXY>"
      }
    }
  }
}

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

npm package

{
  "mcpServers": {
    "mcp-local-rag": {
      "command": "npx",
      "args": [
        "-y",
        "@damoqiongqiu/mcp-local-rag"
      ],
      "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>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "CHUNK_MIN_LENGTH": "<your CHUNK_MIN_LENGTH>",
        "RAG_DEVICE": "<your RAG_DEVICE>",
        "RAG_DTYPE": "<your RAG_DTYPE>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_WATCH": "<your RAG_WATCH>",
        "HF_ENDPOINT": "<your HF_ENDPOINT>",
        "HF_AUTO_MIRROR": "<your HF_AUTO_MIRROR>",
        "HTTPS_PROXY": "<your HTTPS_PROXY>",
        "HTTP_PROXY": "<your HTTP_PROXY>"
      }
    }
  }
}

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

npm package

{
  "mcpServers": {
    "mcp-local-rag": {
      "command": "npx",
      "args": [
        "-y",
        "@damoqiongqiu/mcp-local-rag"
      ],
      "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>",
        "RAG_MAX_DISTANCE": "<your RAG_MAX_DISTANCE>",
        "RAG_GROUPING": "<your RAG_GROUPING>",
        "RAG_MAX_FILES": "<your RAG_MAX_FILES>",
        "CHUNK_MIN_LENGTH": "<your CHUNK_MIN_LENGTH>",
        "RAG_DEVICE": "<your RAG_DEVICE>",
        "RAG_DTYPE": "<your RAG_DTYPE>",
        "RAG_HYBRID_WEIGHT": "<your RAG_HYBRID_WEIGHT>",
        "RAG_WATCH": "<your RAG_WATCH>",
        "HF_ENDPOINT": "<your HF_ENDPOINT>",
        "HF_AUTO_MIRROR": "<your HF_AUTO_MIRROR>",
        "HTTPS_PROXY": "<your HTTPS_PROXY>",
        "HTTP_PROXY": "<your HTTP_PROXY>"
      }
    }
  }
}

Replace each placeholder with your own value before saving.

First successful task

After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.

ALTERNATIVES

When to choose another server

Other servers by damoqiongqiu

mcp-local-translate#48,898

View all damoqiongqiu servers →

No task-specific alternatives are catalogued for mcp-local-ragyet; the list above is its publisher's other servers.

MAINTENANCE AND EVIDENCE

What changed, and when this was checked

First listed: Jul 11, 2026
Latest version published: Jul 23, 2026
Version history: 11 versions tracked (below)
Requirements evidence: Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
Profile checked: Not yet — purpose, capabilities and requirements above come from registry data only
Ranking data as of: Oct 16, 2026

Registry sightings

Official MCP ↗listed since Jul 12, 2026 · still listed
PulseMCP ↗listed since Jul 13, 2026 · still listed
Glama ↗listed since Jul 31, 2026 · still listed

Do you maintain mcp-local-rag? to correct or enrich this profile.

VERSIONS

Available versions (11)

Version	Published
0.21.0	Jul 23, 2026
0.19.9	Jul 22, 2026
0.19.8	Jul 22, 2026
0.19.7	Jul 22, 2026
0.19.6	Jul 22, 2026
0.19.5	Jul 22, 2026
0.19.4	Jul 22, 2026
0.19.3	Jul 22, 2026
0.18.9	Jul 13, 2026
0.18.8	Jul 12, 2026
0.18.6	Jul 11, 2026

STANDING

#13,247of 144,396 active serversTop 10%

Ranks ahead of 131,149 of 144,396 servers on MCP Toplist.

Recent momentum

+12GitHub stars since Jul 6 (+1200%)

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.damoqiongqiu%2Fmcp-local-rag.svg)](https://mcptoplist.com/server/io.github.damoqiongqiu%2Fmcp-local-rag)

HTML

<a href="https://mcptoplist.com/server/io.github.damoqiongqiu%2Fmcp-local-rag"><img src="https://mcptoplist.com/badge/io.github.damoqiongqiu%2Fmcp-local-rag.svg" alt="MCP Toplist: Top 10% of 144,396" /></a>

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

FAQ

Frequently asked questions

Who maintains mcp-local-rag?: mcp-local-rag is maintained by damoqiongqiu, which publishes 2 MCP servers (15 total versions) tracked on MCP Toplist.
Is mcp-local-rag listed on the Official MCP Registry?: Yes — mcp-local-rag is listed on the Official MCP Registry, alongside PulseMCP and Glama.
How many versions does mcp-local-rag have?: MCP Toplist tracks 11 versions of mcp-local-rag, most recently published on Jul 23, 2026.
Where can I find the source code for mcp-local-rag?: The source code for mcp-local-rag is hosted at github.com/damoqiongqiu/mcp-local-rag.

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