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rag-mcp MCP

A minimal Retrieval-Augmented Generation (RAG) server that allows agents to search a local corpus of documents. It uses ChromaDB for vector storage and fully local, zero-cost embeddings. The server supports incremental ingestion to keep the index fresh and returns cited passages including source, heading, and chunk index for accurate retrieval.

Package and access

Local package with source-attributed installation metadata. Koskamo does not execute packages during review.

rag-mcp MCP logo, by jaimenbellCommunity listingLocal stdioSource reviewed; not executedPublished by jaimenbell
Vendor documentation

Checks and signals

Each line is separate evidence, not a trust score.

  • Popularity 1 GitHub star

What you can do with it

  • Search a local document corpus for relevant information
  • Ingest markdown files into a ChromaDB vector store
  • Retrieve cited passages with source and heading metadata
  • Perform incremental updates to the document index

Source and maintenance

Community listingRegistry 0.1.0MIT
mcp-registry: io.github.jaimenbell/rag-mcp@0.1.0Source repository
Last repository push
Maintenance checked

Packages and installation

Source-provided package data. Koskamo has not executed or live-probed this package.

jaimenbell-rag-mcp 0.1.0

pypi
jaimenbell-rag-mcp package definition
{
  "version": "0.1.0",
  "transport": "stdio",
  "identifier": "jaimenbell-rag-mcp",
  "registryType": "pypi"
}

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · repository · passed · metadata changed · updated
  • · backfill · recorded · Pre-expansion baseline; unobserved rich metadata remains unknown

Connect from your client

Each snippet configures the same source-provided package; replace placeholders before use.

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Cursor

Merge this local stdio configuration, replace every placeholder environment value, and restart Cursor. Koskamo has not executed this package.
Cursor configuration
{
  "mcpServers": {
    "rag-mcp-mcp": {
      "command": "uvx",
      "args": [
        "jaimenbell-rag-mcp==0.1.0"
      ]
    }
  }
}

Cline

Merge this local stdio configuration, replace every placeholder environment value, and restart Cline. Koskamo has not executed this package.
Cline configuration
{
  "mcpServers": {
    "rag-mcp-mcp": {
      "command": "uvx",
      "args": [
        "jaimenbell-rag-mcp==0.1.0"
      ]
    }
  }
}

VS Code

Merge this local stdio configuration, replace every placeholder environment value, and restart VS Code. Koskamo has not executed this package.
VS Code configuration
{
  "servers": {
    "rag-mcp-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "jaimenbell-rag-mcp==0.1.0"
      ]
    }
  }
}

Claude Desktop

Merge this local stdio configuration, replace every placeholder environment value, and restart Claude Desktop. Koskamo has not executed this package.
Claude Desktop configuration
{
  "mcpServers": {
    "rag-mcp-mcp": {
      "command": "uvx",
      "args": [
        "jaimenbell-rag-mcp==0.1.0"
      ]
    }
  }
}

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