How do I connect Minirag MCP Server to Claude?

The listing records `/absolute/path/to/uvx minirag-mcp` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, Cursor as compatible clients.

Is Minirag MCP Server free?

The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.

What can Minirag MCP Server do?

Minirag MCP Server documents 11 tools to the agent, including delete_file, ingest_data, ingest_file. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.

Minirag MCP

Unclaimed

by sfrangulov

Local-first RAG MCP server in Python: hybrid search (semantic + BM25 keyword boost) over your own documents. 11 MCP tools + CLI, markitdown ingestion for 12 formats, multilingual embeddings, LanceDB. Nothing leaves your machine.

Install

$/absolute/path/to/uvx minirag-mcp

Set up this server

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This server needs project-specific setup. Follow the project instructions; no reusable public launch command is available yet.

Project instructions

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Security profile

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11 of 11 tools

Documented tools (11)

From project documentation. A server handshake does not verify each tool’s description or behavior.

delete_file

Delete an indexed file, data item, or url item from the index.

ingest_data

Ingest text/markdown/html content the client holds, under a source id you choose.

ingest_file

Ingest or re-ingest one file, replacing any content already indexed for it.

ingest_url

Fetch an http(s) URL, convert it to Markdown, and index it.

list_files

List files found on disk under the document roots, plus indexed data/url sources.

query_documents

Hybrid search: semantic similarity plus a keyword boost for exact terms. Each hit carries text (the passage that matched) and parentId; the enclosing sections come back once each in the response's parents map — see Chunking.

read_chunk_neighbors

Read the chunks immediately before and after a search result, for context.

read_file

Read a source's entire indexed content as Markdown, reconstructed from its chunks rather than concatenated from them.

status

Report configuration and index status, including whether the index predates the current chunking scheme. Works even when configuration is invalid.

sync_start

Reconcile the index with the document roots (or one path inside them). Returns a jobId; the work runs in a background thread.

sync_status

Poll a sync job started by syncstart.

Tool change history

Compared across complete checks of the same configuration. Tools were listed, not invoked. Input-schema changes are not measured here.

No complete tool checks yet.

FAQ

Questions about Minirag MCP Server

How do I connect Minirag MCP Server to Claude?: The listing records `/absolute/path/to/uvx minirag-mcp` as its setup step. Run it, then follow the repository's instructions for the client configuration; the listing names Claude Desktop, Claude Code, Cursor as compatible clients.
Is Minirag MCP Server free?: The listed licence is MIT. Check the upstream terms for permitted use and commercial requirements; a public repository does not by itself mean the software is free or open source. Connected APIs and hosted services may have separate charges.
What can Minirag MCP Server do?: Minirag MCP Server documents 11 tools to the agent, including delete_file, ingest_data, ingest_file. The descriptions above come from project documentation. A live handshake does not test individual tool behavior.