Agent♥︎Age
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Warrant

Official

by s0fractal · Python

Record an agent's decisions with reasons anyone can re-execute offline — verify recomputes them.

io.github.s0fractal/warrant MCP Server

The io.github.s0fractal/warrant Model Context Protocol (MCP) server records an agent’s decisions along with reasons that others can re-execute offline. It also supports verification by ensuring recomputes match the recorded decisions, enabling reproducibility.

🛠️ Key Features

  • Records an agent’s decisions
  • Captures reasons for those decisions
  • Enables re-execution offline
  • Verifies recomputes to confirm results match

🚀 Use Cases

  • Auditing agent decision rationale
  • Offline replay of agent reasoning
  • Validating that recomputation reproduces the original outcome

⚡ Developer Benefits

  • Provides a way to reproduce agent decisions outside the original environment
  • Supports verification workflows based on recompute consistency

⚠️ Limitations

  • Available information only specifies decision recording, offline re-execution, and verification; no additional behaviors are described.

Topics

ai-agentsauditcontent-addresseddecision-recordsed25519provenance
Warrant - agentage MCP Catalog