Tenets

stdionone★ 7development

Offline MCP server that ranks & summarizes code using BM25, TF-IDF, embeddings & git signals; integrates with Cursor, Claude Desktop and Windsurf; privacy preserving.

github ↗

Install

How to run this server

[ { "cmd": "pip install tenets[mcp]", "imports": [] } ]

server path: tenets

Tools

What this server exposes

distill

Finds, ranks, and aggregates the most relevant code using NLP (BM25, TF-IDF, import centrality, git signals)

rank

Ranks files by importance using BM25, TF-IDF, ML embeddings, and git signals

examine

Examines and analyzes code context

session_pin_folder

Pins critical files per session for guaranteed inclusion

session_*

Session management tools for context aggregation

tenet_*

Tools for managing guiding principles (tenets) injection

search_tools

Searches available tools for on-demand discovery

get_tool_schema

Gets the schema for a specific tool for on-demand discovery

Configuration

Environment & auth

authnone

Resources

githubhttps://github.com/jddunn/tenets ↗