Read-only sample library. Markdown files stay the source of truth.
Install the ctxlib CLI and MCP server (Python 3.9+, standard library only):
pip install "git+https://github.com/willykeenan/agentbrain-contextlib"
Or add the published Docker image to Claude Code, with your library mounted at /library:
claude mcp add contextlib -- docker run -i --rm --user "$(id -u):$(id -g)" -v ~/ContextLib:/library ghcr.io/willykeenan/agentbrain-contextlib mcp --identity you
Codex and Cursor setup, the CLI and the context_* tools: github.com/willykeenan/agentbrain-contextlib. Listed on the official MCP Registry as io.github.willykeenan/agentbrain-contextlib.