Koskamo

MiniRAG MCP

A lightweight, self-hosted RAG knowledge base built with Spring Boot 4 and Spring AI. It provides an MCP server via SSE transport, allowing agents to query a hybrid retrieval system (vector + BM25 with RRF) for cited answers and ingest text documents. It features a small footprint suitable for low-resource environments.

Endpoint and access

API key: create a key with the vendor first; your client sends it as an authorization header on every request.

MiniRAG MCP logo, by KiMelodyCommunity listingLegacy SSEAPI keyEndpoint checked 2026-11-01Published by KiMelody
You need:DEEPSEEK_API_KEY yes — Chat model API keyEMBEDDING_API_KEY yes — Embeddings API key
MCP endpoint (Legacy SSE)
https://minirag.kimelody.de5.net/sse
Vendor documentation

What you can do with it

  • Query a knowledge base for cited answers
  • Ingest text documents into the knowledge base
  • Retrieve information using hybrid search modes

Source and maintenance

Community listingRegistry 0.1.0
mcp-registry: io.github.KiMelody/minirag@0.1.0Source repository
Maintenance checked

Tools

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

No tool definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
949 ms
95th percentile latency
949 ms

Maintenance history

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

  • · probe · passed · 949 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport sse minirag-mcp https://minirag.kimelody.de5.net/sse

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "minirag-mcp": {
      "type": "sse",
      "url": "https://minirag.kimelody.de5.net/sse",
      "disabled": false
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport sse minirag-mcp https://minirag.kimelody.de5.net/sse

Let your agent find its tools

Find servers like MiniRAG MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

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