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LeIndex

On the record

AI tools
LeIndex runs as an MCP server for AI coding tools, including Claude Code, Cursor, and other MCP-compatible agents.github.com · read 4 Oct 2026
Analysis
LeIndex includes a five-phase codebase analysis pipeline and structural analysis of code relationships.github.com · read 8 Oct 2026
Cloud embeddings
OpenAI, Cohere, and custom OpenAI-compatible embedding endpoints are supported and require network access and provider API keys.github.com · read 4 Oct 2026
Cross-project
It can index and search multiple repositories together.github.com · read 4 Oct 2026
Dashboard
An optional Bun and React dashboard provides project metrics and graph telemetry.github.com · read 4 Oct 2026
Deployment
LeIndex provides Cargo, npm, PyPI, and release-script installation paths, and can run as a local CLI, MCP server, or HTTP/WebSocket server.github.com · read 8 Oct 2026
Embedding providers
The README lists local Qwen3 ONNX embeddings and optional remote embeddings through OpenAI, Cohere, or a custom OpenAI-compatible endpoint.github.com · read 8 Oct 2026
Fallback
Without an embedding backend, LeIndex falls back to offline TF-IDF keyword search, which the README says lacks semantic understanding.github.com · read 4 Oct 2026
Fallback behavior
Without an embedding backend configured, LeIndex falls back to offline TF-IDF keyword search, which the README says lacks semantic understanding.github.com · read 8 Oct 2026
Install paths
The README documents installation through Cargo, npm, PyPI, a release install script, or building from source.github.com · read 4 Oct 2026
Integrations
The README documents MCP integrations for Claude Code, Cursor, VS Code, Zed, Amp, OpenCode, Qwen CLI, Gemini CLI, iFlow CLI, Droid, and Claude Desktop.github.com · read 8 Oct 2026
License
The repository lists the project under the MIT license.github.com · read 8 Oct 2026
Local privacy
The README says local ONNX models keep data on the user's machine, and that fragment embeddings remain local unless a remote provider is selected.github.com · read 8 Oct 2026
MCP tools
The README lists 20 MCP tools for functions such as search, project mapping, reading, editing, renaming, and impact analysis.github.com · read 8 Oct 2026
Notable setup limit
The README says model files are not included in release artifacts and must be downloaded by running leindex setup.github.com · read 8 Oct 2026
Operating systems
The README includes Windows, macOS, and Linux installation references and runtime library formats.github.com · read 8 Oct 2026
Product
LeIndex is a semantic code search engine that searches code by meaning rather than only by keywords.github.com · read 8 Oct 2026
Search
It combines TF-IDF lexical matching, Program Dependence Graph structure, and optional local ONNX neural scoring.github.com · read 4 Oct 2026

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