

Sourcery MCP
Let your coding agent request Sourcery reviews and fix the comments and security findings itself

GitHub's open source toolkit for spec driven development with coding agents

About
Install the CLI with uv tool install specify-cli (Python 3.11+ and uv required), then run specify init my-project --integration copilot, swapping in your agent. The init step drops the slash commands and templates into your repo. Extensions install with specify extension add, for example specify extension add bug for a bug fix process or specify extension add assess for idea assessment. Things to know: it shines on new features and greenfield projects where a written spec pays off; for tiny fixes the full loop is overkill.
Features
Install
How Grok Bot, a persistent personal agent, differs from coding agents like Claude Code and Codex, and when it makes sense to use each one or both together.
Seven tools that cut Claude Code, Codex and Cursor token usage by compressing shell output, searching code and fetching current docs, with honest caveats.
Five tools that give Claude Code memory across sessions, agents and machines, with install commands, honest caveats and when CLAUDE.md is enough.



Free. I review every submission.
is in the review queue. I'll install it, test it and list it if it passes.