About Linggen
Linggen is an MCP server in the RAG category: local, privacy-focused RAG service for code search via MCP. https://linggen.dev.
Install
git clone https://github.com/linggen/linggen-releasesThis server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.
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README
Linggen
Linggen is a local-first RAG + MCP memory layer for AI coding assistants.
It runs entirely on your machine, is free for individuals and teams, and is built for:
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Working across many projects with one shared memory layer
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Navigating huge codebases and documentation sets
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Connecting multiple IDEs/agents via MCP (Cursor, Zed, Windsurf, etc.)
Nothing leaves your machine by default: embeddings, indexes, and search all run locally.

What You Can Do
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Index your world: local folders, codebases, docs, and notes
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Semantic search + AI chat over everything you've indexed
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Expose an MCP server at
http://localhost:8787/mcp/ssefor compatible tools -
Run it for a team on a shared machine and point everyone's MCP config at it
See the full product docs at linggen.dev.
Install (App)
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Download the latest macOS build from GitHub Releases:
https://github.com/linggen/linggen-releases/releases -
Open the
.dmgand drag Linggen intoApplications. -
On first launch, it downloads an embedding model (~100MB) and starts a local backend at
http://localhost:8787.
Currently macOS only. Windows & Linux are planned.
MCP Setup (Cursor)
Linggen starts an MCP server at http://localhost:8787/mcp/sse.
Add this to ~/.cursor/mcp.json to connect Cursor:
{
"mcpServers": {
"linggen": {
"url": "http://localhost:8787/mcp/sse"
}
}
}
Restart Cursor and you should see linggen as a connected MCP server.
This Repo
This repo is the Linggen landing page and docs site, built with React and Vite, deployed to Cloudflare Pages.
npm install
npm run dev
README copy captured when this server was indexed; it may lag the repository. The original is authoritative.