Tenets
Description:
Tenets is a free open‑source MCP server, Python library and CLI that builds intelligent, LLM-ready code context for AI coding assistants; it uses NLP and multi‑factor relevance scoring (BM25, TF‑IDF, import graphs and optional semantic embeddings) to analyze, rank and distill the most relevant files, auto-injects project "tenets" (guiding principles) into prompts, and offers session/stateful context management and summaries—all 100% local with native MCP support for Cursor, Claude and Windsurf so you can feed high‑signal, privacy-preserving context to LLMs, speed onboarding, reduce context drift, and enforce consistent AI-driven code guidance.
A tool that builds code context (MCP server, Python library, CLI) to provide high-signal, privacy-preserving project context for AI coding assistants.
Note: This is a Google Colab, meaning that it's not actually a software as a service. Instead it's a series of pre-created codes that you can run without needing to understand how to code.
Note: This is a GitHub repository, meaning that it is code that someone created and made publicly available for anyone to use. These tools could require some knowledge of coding.
Pricing Model:
Open Source
Price Unknown / Product Not Launched Yet
This tool offers a free trial!
Special Offer For Future Tools Users
This tool has graciously provided a special offer that's exclusive to Future Tools Users!
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Matt's Pick - This tool was selected as one of Matt's Picks!
Note: Matt's picks are tools that Matt Wolfe has personally reviewed in depth and found it to be either best in class or groundbreaking. This does not mean that there aren't better tools available or that the alternatives are worse. It means that either Matt hasn't reviewed the other tools yet or that this was his favorite among similar tools.
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Tenets
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A tool that builds code context (MCP server, Python library, CLI) to provide high-signal, privacy-preserving project context for AI coding assistants.
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