Cross-language-safe code-intelligence MCP for AI agents -- 13 languages, family-gated call graph (CodeGraph 745 vs TSA 6 cross-language mis-wires, v1.21.0 same-session -- ~124x by count, ~390x by rate; re-verifying vs current develop). Run miswire-audit on your repo. 8 facade tools, TOON output, 100% local. Python.

Your coding agent starts every session with amnesia — memo fixes that, 100% on your machine. Persistent memory for Claude Code, Codex, Cursor & any MCP client: Markdown source of truth, hybrid search (MLX/CPU + sqlite-vec), time-machine, contradiction radar, nightly self-optimization. No cloud, no keys.

MOVED to github.com/professorpalmer/marionette -- this repo is archived. Marionette: a desktop AI coding harness over Puppetmaster durable state.

MCP server that gives Claude Code the rationale behind a symbol before editing - synthesized from git history, PRs, and call-graph context.

Local-first memory and workflow plugin for AI coding agents: Codex, Claude Code, agent preferences, project lessons, and delivery rules.

Pre-edit benefit-risk analysis for coding agents.

AEGIS 2.0: multi-agent code repository analysis system with CodeGraph, source-grounded RAG, and agent handoff for the Volcano Cup intelligent agent competition

🔥 持续分享热门 AI 开源项目源码深度剖析学习笔记 | Deep-dive source-code analysis of trending AI projects

Reusable agents, workflow, CI, CodeGraph, and release template for new and existing projects.

Local-first MCP-style code memory with file search, Python symbols, import graph, and repo context packs.

🤖 Just a skill to let AI generate documents based on your source code 🔅

Local code graph for AI coding agents. Indexes your repo into Kuzu + SQLite FTS, exposes 30+ MCP tools to Claude Code, Cursor, Codex, IBM Bob and Gemini. Federates across sibling repos. Tool calls cost zero model tokens.