Persistent Agentic Memory embedded directly in your Git history.
agentnotes is a library and MCP server that allows AI agents (like Claude Code, Windsurf, or OpenClaw) to store their implementation decisions, intent, and execution traces directly in Git commits using Git Notes.
Unlike standard Markdown files or external databases, Git Notes allow for atomic coupling of reasoning to code without cluttering your history or causing merge collisions.
Read the full justification here →
By using custom namespaces (refs), agents can share a "collective memory" that survives across sessions and is synced with the repository without polluting the main commit messages.
pip install agent-notes
# OR using uv
uv tool install agent-notesIf you are using Claude Desktop or Claude Code, you can set everything up in one command:
# Register the MCP server globally and initialize the current project
uv run --project path/to/agent-notes agentnotes-dx onboardYou can also use the CLI directly:
# Add a decision note to the current commit
agentnotes add "Refactored auth to use Pydantic" --type decision
# Show all agent notes for a commit
agentnotes show HEAD --rich
# View a beautiful log of the last 20 commits with notes
agentnotes log --limit 20
# Review all notes between a feature branch and main
agentnotes diff mainBy default, the log and diff commands aggregate notes from all namespaces for every commit. This gives you a complete "Technical Handover" of everything that happened.
- Filter by Type: Use
--type decisionto see only high-level reasoning. - Rich Visualization: Use
--rich(default) for a structured dashboard or--plainfor raw text.
The log command builds a structured dashboard of your project's technical history:
Agentic Memory: Last 5 commits
╭──────────┬──────────┬───────────┬────────────────────────────────────────────╮
│ Commit │ Type │ Agent │ Message │
├──────────┼──────────┼───────────┼────────────────────────────────────────────┤
│ 792d19c7 │ decision │ claw │ Bumped version to 0.2.3. Improved DX... │
├──────────┼──────────┼───────────┼────────────────────────────────────────────┤
│ f46c599b │ decision │ claw │ Updated get_mcp_config for global installs │
├──────────┼──────────┼───────────┼────────────────────────────────────────────┤
│ 3638b0e6 │ decision │ claw │ Renamed CLI entrypoints to agentnotes │
╰──────────┴──────────┴───────────┴────────────────────────────────────────────╯
Individual notes are wrapped in Rich Panels, making them easy to read:
╭─────────────────────────── Agent Note: decision ────────────────────────────╮
│ Message: Added comprehensive test suite for the CLI and DX tools. │
│ Agent: claw │
│ Time: 2026-02-27T17:45:00Z │
╰─────────────────────────────────────────────────────────────────────────────╯
When the MCP server is enabled, agents gain access to:
add_agent_note: Store reasoning or traces.show_agent_notes: Read the "Decision Trail".log_agent_notes: Walk back through history (e.g., last 20 commits).diff_agent_notes: Review notes between branches (e.g.,main..HEAD).sync_agent_notes: Ensure the local memory is in sync.
The agentnotes-dx tool simplifies the setup process:
agentnotes-dx onboard: The "one-and-done" command. Registers the MCP server and initializes the current project.agentnotes-dx auto-sync: Configures your local Git repo to automatically fetch and push agent notes during your normalgit pullandgit pushworkflow.agentnotes-dx init-project: Creates.claude/skills/agentnotes.mdin your repo.agentnotes-dx register-mcp: Adds the server to your global Claude configuration.agentnotes-dx onboard-openclaw: (Internal) Registers the skill with OpenClaw assistants.
Why not just put this in the commit message?
- Zero Pollution: Keep your
git logclean for human review. Agents can be as verbose as they need to be in the notes without cluttering the history. - Post-Commit Context: Unlike commit messages, notes can be added, updated, or appended to after a commit is pushed without changing the hash or requiring a force-push.
- Structured Channels: Use namespaces (
decision,trace,intent) to separate high-level reasoning from low-level execution logs. - Machine Determinism: Standard commit messages are unstructured text. Agent Notes are versioned JSON, allowing other agents to parse and "understand" the history with 100% accuracy.
- Python 3.12+ (managed via
uv) - Pydantic: For structured, versioned memory schemas.
- GitPython: For deterministic Git ref manipulation.
- FastMCP: For high-performance MCP server delivery.
- Metadata Only: Notes are attached to commits but do not modify your source code or change commit hashes.
- Namespaced: Uses
refs/notes/agent/*to stay separate from standard user notes. - Syncing: Notes are only pushed/pulled when
agentnotes sync(or the corresponding tool) is called.
This project uses uv for publishing. To publish a new version:
- Update the version in
pyproject.toml. - Push a new tag:
git tag -a v0.2.3 -m "v0.2.3" && git push origin v0.2.3. - The GitHub Action will automatically build and publish to PyPI using the
PYPI_TOKENsecret.
Alternatively, to publish manually:
make bump-patch # or minor/major
git commit -am "chore: bump version"
make tag # tags and pushes to trigger GitHub ActionOr fully manual:
make build
make publishCreated by Dallas Pool (@codeninja)