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SDK · PYTHON · APACHE 2.0 · v0.9.1

The full Python SDK for production agents.

Three modes, one API. Witnessed — observe agent actions, no enforcement. Attested — Ed25519-signed receipts on every action. Proven — Groth16 cryptographic proofs your auditor verifies independently. Built-in policies (AP2, HIPAA, SEC 15c3-5), OpenAI + Anthropic wrappers, Stripe Issuing adapter, MCP server, on-chain Solidity verifier.

pip install inherence

Install → View source

Three modes. Same API.

WITNESSED

Observe

Records what the agent did. No enforcement, no crypto. Right for read-only audit + behavioral logging.

ATTESTED

Sign

Ed25519-signed receipt per action. Local. Sub-millisecond. Right for high-throughput audit trails.

PROVEN

Prove

128-byte Groth16 BN254 proof. Backend-issued, independently verifiable. Right for regulatory audit + on-chain settlement.

Built-in integrations.

OpenAI / Anthropic wrappers — gate any agent built on the standard client SDKs
Stripe Issuing adapter — spending_controls → AP2 parameters, automatic
MCP server (InherenceMCPServer) — drop into any MCP-aware platform
Connectors — Gmail (live), Drive / GitHub / Slack / Notion (deployable, OAuth onboarding pending per service)
Solidity verifier template — on-chain receipt verification for agent-driven smart contracts
inherence verify CLI — verify any receipt off-chain