{"$schema":"https://wellknown.network/schemas/agent-record-v1.json","schemaVersion":"1","id":"ag_cwcu4as57ewe","handle":"agent-mcp-governance","url":"https://wellknown.network/agents/agent-mcp-governance","links":{"self":"https://wellknown.network/agents/agent-mcp-governance/record.json","html":"https://wellknown.network/agents/agent-mcp-governance","markdown":"https://wellknown.network/agents/agent-mcp-governance/record.md","api":"https://wellknown.network/api/v1/agents/agent-mcp-governance","status":"https://wellknown.network/api/v1/agents/agent-mcp-governance/status","claim":"https://wellknown.network/agents/agent-mcp-governance/claim","claimApi":"https://wellknown.network/api/v1/claims","claimDescriptor":"https://wellknown.network/agents/agent-mcp-governance/claim.json","badge":"https://wellknown.network/agents/agent-mcp-governance/badge.svg","openapi":"https://wellknown.network/openapi.json","history":"https://wellknown.network/api/v1/agents/agent-mcp-governance/history","tools":"https://wellknown.network/api/v1/agents/agent-mcp-governance/tools"},"ard":{"identifier":"urn:air::server:agent-mcp-governance","type":"application/mcp-server-card+json"},"kind":"mcp_server","declared":{"name":"agent_mcp_governance","summary":"Public Preview — MCP governance primitives for the Agent Governance Toolkit.","description":"<!-- Copyright (c) Microsoft Corporation. -->\n<!-- Licensed under the MIT License. -->\n\n# agent-mcp-governance\n\n> **Public Preview** — Standalone Python package that exposes the\n> Agent Governance Toolkit's MCP (Model Context Protocol) governance\n> primitives for use outside the full AGT monorepo.\n\n## Overview\n\n`agent_mcp_governance` provides a thin, typed re-export surface over the\ngovernance, audit, and trust modules in\n[`agent-os-kernel`](https://pypi.org/project/agent-os-kernel/).  It is\n**not** zero-dependency — it requires `agent-os-kernel >=3.0.0,<4.0.0`.\n\n## Installation\n\n```bash\npip install agent-mcp-governance\n```\n\nThis will pull in `agent-os-kernel` automatically.\n\n## Quick Start\n\n```python\nfrom agent_mcp_governance import (\n    GovernanceMiddleware,\n    AuditMiddleware,\n    TrustGate,\n    BehaviorMonitor,\n)\n\n# 1. Governance — block prompt-injection patterns\ngov = GovernanceMiddleware(\n    blocked_patterns=[r\"(?i)ignore previous instructions\"],\n    allowed_tools=[\"web-search\", \"read-file\"],\n    rate_limit_per_minute=60,\n)\n\n# 2. Audit — tamper-evident hash-chain logging\naudit = AuditMiddleware(capture_data=True)\n\n# 3. Trust — DID-based agent identity verification\ngate = TrustGate(min_trust_score=500)\n\n# 4. Monitoring — detect rogue agents\nmonitor = BehaviorMonitor(\n    burst_threshold=100,\n    consecutive_failure_threshold=20,\n)\n```\n\n## API Reference\n\n| Export | Source module | Description |\n|--------|-------------|-------------|\n| `GovernanceMiddleware` | `agent_os.governance.middleware` | Policy enforcement (rate limits, allow-lists, content filters) |\n| `AuditMiddleware` | `agent_os.audit.middleware` | Tamper-evident audit logging with hash chain |\n| `TrustGate` | `agent_os.trust.gate` | DID-based trust verification for agent handoffs |\n| `BehaviorMonitor` | `agent_os.services.behavior_monitor` | Per-agent anomaly detection and quarantine |\n\n## Compatibility\n\n| Python | agent-os-kernel |\n|--------|----------------|\n| ≥ 3.10 | ≥ 3.0.0, < 4.0.0 |\n\n## Lic…","publisher":null,"homepage":"https://github.com/microsoft/agent-governance-toolkit/tree/main/docs","repository":"https://github.com/microsoft/agent-governance-toolkit/tree/main/docs","version":"3.7.0","license":"MIT","protocols":["mcp"],"tags":["mcp"],"pricing":null,"endpoints":[{"url":"pypi:agent_mcp_governance","type":"package_pypi","auth":null,"probeable":false}],"skills":null,"tools":null,"extra":null,"attribution":{"kind":"pypi","name":"pypi","license":"pypi","repoUrl":"pypi","summary":"pypi","version":"pypi","description":"pypi","homepageUrl":"pypi"}},"derived":{"capabilities":[{"slug":"dev.package-management","name":"Packages & Dependencies","confidence":0.768,"provenance":"derived"}],"categories":["dev"],"language":"en"},"observed":{"status":"unknown","statusReason":"Distributed as a package to run locally; no network endpoint to check.","lastOkAt":null,"lastProbedAt":null,"statusComputedAt":null,"reliability30d":null,"latestObservations":[],"tools":null,"package":{"name":"agent_mcp_governance","registry":"pypi","observedAt":"2026-10-27T18:27:38.835Z","publishedAt":"2026-05-18T22:51:52.484718Z","latestVersion":"3.7.0"},"toolSurface":null,"endpointFacts":[]},"verification":{"claimed":false,"claimedAt":null,"proofs":[]},"provenance":{"sources":[{"source":"pypi","key":"agent_mcp_governance","url":"https://pypi.org/project/agent_mcp_governance/","firstSeenAt":"2026-09-09T08:21:08.967Z","fetchedAt":"2026-10-27T18:26:47.412Z","normalizedAt":"2026-10-27T18:26:47.412Z"}]},"firstSeenAt":"2026-09-09T08:21:08.967Z","updatedAt":"2026-10-27T18:27:38.835Z"}