StarTrail-orgStarTrail-org/LEANN/llms.txt

LEANN

llms.txt14k starsChanged 14 months agoMITView on GitHub

mcp.tool.leann_list.description: List available LEANN indexes mcp.tool.leann_list.input: {} mcp.tool.leann_search.description: Semantic search across a named LEANN index mcp.tool.leann_search.input.index_name: string, required mcp.tool.leann_search.input.query: string, required mcp.tool.leann_search.input.top_k: integer, optional, default=5, min=1, max=20 mcp.tool.leann_search.input.complexity: integer, optional, default=32, min=16, max=128

1 other project uses a version of this.

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On GitHub · 3

Nov 3, 2026Add pluggable LEANN scoring: Matryoshka, smaller embedders, and rerankers — antflydb/antfly0 reactions
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Sep 6, 2026[Feature]: recompute-at-query-time vector index (LEANN): record the technique and the threshold for revisiting it — pvliesdonk/markdown-vault-mcp0 reactions · 3 comments

On Hacker News · 1

Oct 26, 2026Leann1 point

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- CLAUDE.mdCLAUDE.md

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llms.txt

# llms.txt — LEANN MCP and Agent Integration
product: LEANN
homepage: https://github.com/StarTrail-org/LEANN
contact: https://github.com/StarTrail-org/LEANN/issues

# Installation
install: uv tool install leann-core --with leann

# MCP Server Entry Point
mcp.server: leann_mcp
mcp.protocol_version: 2024-11-05

# Tools
mcp.tools: leann_list, leann_search

mcp.tool.leann_list.description: List available LEANN indexes
mcp.tool.leann_list.input: {}

mcp.tool.leann_search.description: Semantic search across a named LEANN index
mcp.tool.leann_search.input.index_name: string, required
mcp.tool.leann_search.input.query: string, required
mcp.tool.leann_search.input.top_k: integer, optional, default=5, min=1, max=20
mcp.tool.leann_search.input.complexity: integer, optional, default=32, min=16, max=128

# Notes
note: Build indexes with `leann build <name> --docs <files...>` before searching.
example.add: claude mcp add --scope user leann-server -- leann_mcp
example.verify: claude mcp list | cat

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