Tenets

8

Local-first code context aggregation using BM25, TF-IDF, and embeddings with automatic injection of project principles

Category MCP Servers
Language Python
License MIT
Added Mar 28, 2026
Views 11

About

Intelligently discovers and ranks the most relevant code files using multi-factor analysis including BM25, TF-IDF, import graphs, and git signals. Processes everything locally with no external API requirements. Supports three ranking modes from fast keyword matching to thorough ML-powered semantic search. Automatically injects project-specific coding principles into every prompt to maintain consistency across conversations.

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