SERVER

local-rag

Rank #21,554

glama/TheWinci/mimirs

Semantic code search for AI agents — hybrid vector + BM25 with cross-encoder reranking, AST-aware chunking for 14 languages, conversation memory, code annotations, and search analytics. Zero config, zero API keys. Just bunx

First listed
Mar 25, 2026
Last publish date
OVERVIEW

local-rag is a Model Context Protocol (MCP) server published by TheWinci. It ranks #21,554 of 132,046 servers tracked on MCP Toplist, and its repository has 30 GitHub stars. local-rag is listed across 2 registries — Glama and mcp.so, and ships as a single rolling release with no explicit version metadata. It was first listed on Mar 25, 2026.

STANDING
#21,554of 132,046 tracked serversTop 25%

Ranks ahead of 110,492 of 132,046 servers on MCP Toplist.

Recent momentum
+14GitHub stars since Apr 27 (+88%)
CONNECT

Use local-rag

No setupRuns out of the box

No credentials or required configuration declared — add it to your MCP client and go.

This server doesn't publish a machine-readable install config — see the repository README for install instructions.

BADGE

Show your rank

Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.

MCP Toplist: Top 25% of 132,046
Markdown
[![MCP Toplist](https://mcptoplist.com/badge/glama%2FTheWinci%2Fmimirs.svg)](https://mcptoplist.com/server/glama%2FTheWinci%2Fmimirs)
HTML
<a href="https://mcptoplist.com/server/glama%2FTheWinci%2Fmimirs"><img src="https://mcptoplist.com/badge/glama%2FTheWinci%2Fmimirs.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>

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

REGISTRIES

Listed on 3 registries

ORGANIZATION

TheWinci

Organization
Servers in org
1
Versions across org
0
VERSIONS

Not versioned

This server is published through registries that do not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.

FAQ

Frequently asked questions

Who maintains local-rag?
local-rag is maintained by TheWinci, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
Is local-rag listed on the Official MCP Registry?
local-rag is not on the Official MCP Registry. It is listed on Glama and mcp.so.
How many versions does local-rag have?
local-rag ships as a single rolling release with no explicit version metadata.
Where can I find the source code for local-rag?
The source code for local-rag is hosted at github.com/TheWinci/mimirs.
Used in projects

Do you run this server?

Add to a project

Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.

EXPLORE