mcp-leann
CommunitySemantic search for MCP with offline efficiency.
AuthorMichelKerkmeester
Version1.0.0
Installs0
System Documentation
What problem does it solve?
LEANN provides ultra-efficient semantic search for code and documents within MCP environments, delivering up to 97% storage savings through graph-based selective recomputation. It enables fast, meaning-focused discovery without relying on external APIs or full embeddings.
Core Features & Use Cases
- 97% storage savings by avoiding full embedding storage
- Intent-based semantic search for code and documents
- AST-aware chunking for improved search quality
- RAG-style Q&A built-in to answer questions from retrieved context
- Local-first operation with Ollama and multi-backend support
Quick Start
leann_build({ index_name: "my-project", docs: "./src" })
Dependency Matrix
Required Modules
None requiredComponents
referencesscripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: mcp-leann Download link: https://github.com/MichelKerkmeester/Opencode_Dev_Environment/archive/main.zip#mcp-leann Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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