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mcp-local-rag

mcp-local-rag is an MCP server. Its repository has 421 GitHub stars and is licensed under MIT; we last read it on 2026-10-24.

This software provides a local-first RAG server for developers, enabling semantic and keyword search for code and technical documentation. It works with MCP or CLI, offers fully private functionality, and requires no setup.

Install

MCP servers are packaged differently from each other -- some run via npx, some as a Docker image, some as a plain script you clone and run. mcp-local-rag’s own README did not state one plainly enough for this page to quote it rather than guess, so it will not guess. The repository below states it.

What it reaches, and what it needs

Reaches
○ not recognised
Credential
○ none found

Maintenance

Stars
421
State
listed
Licence
MIT
From the repository

Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

What mcp-local-rag can do

9 tools documented in its README. An AI client calls these by name.

sync_start
Reconcile the index with all configured roots or one path
sync_status
Poll a running sync job
ingest_file
Ingest or replace one file
ingest_data
Ingest text, Markdown, or HTML already held by the client
query_documents
Search with semantic matching and keyword boost
read_chunk_neighbors
Read surrounding chunks from a search result
list_files
Show supported files and their ingestion state
delete_file
Delete an indexed file or an `ingest_data` item
status
Show index and search status

Read from the README; names are kept only if the README contains them.

Common questions about mcp-local-rag

What does mcp-local-rag do?
This software provides a local-first RAG server for developers, enabling semantic and keyword search for code and technical documentation. It works with MCP or CLI, offers fully private functionality, and requires no setup.
How do I install mcp-local-rag?
Its README did not state an install command plainly enough for us to quote one, so we do not guess. The repository has the instructions: https://github.com/shinpr/mcp-local-rag
Is mcp-local-rag official and is it maintained?
We found nothing naming it as a vendor’s official server. Its repository has 421 GitHub stars and its state in our directory is listed. Its last commit we recorded was on 2026-10-22.
What licence does mcp-local-rag use?
The repository declares the MIT licence.

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