model-action-protocol 0.1.1

MAP (Model Action Protocol) — verifiable provenance, self-healing critique, and state rollback for autonomous AI agents

model-action-protocol (Python)

Python implementation of the Model Action Protocol. Cryptographic provenance, self-healing, and state rollback for autonomous AI agents.

This package conforms to MAP spec version 0.1.0. Both this implementation and the TypeScript reference implementation produce byte-identical hashes for the same inputs, verified by the shared conformance fixtures in ../spec/fixtures/v0.1/.

Install

pip install model-action-protocol

Optional extras:

pip install "model-action-protocol[anthropic]"   # LLM critic via Anthropic SDK
pip install "model-action-protocol[sqlite]"      # async SQLite store
pip install "model-action-protocol[postgres]"    # async Postgres store
pip install "model-action-protocol[fastapi]"     # FastAPI demo deps
pip install "model-action-protocol[all]"

Quickstart

See examples/quickstart.ipynb for the full Jupyter walkthrough and examples/fastapi_app/ for an HTTP service template.

Specification

The wire format, canonicalization rule (RFC 8785), hash inputs, and chain verification algorithm are defined in spec/SPEC.md. Implementation details (Pydantic models, async I/O patterns, anthropic SDK integration) are not part of the spec — they are this implementation's choices.