KoraSafe

Programmatic governance
for your AI agent fleet

Your AI agents can invoke Kora's governance agents via MCP: assess_risk, check_policy, scan_output, query_knowledge, report_incident, and get_compliance_status. Programmatically, in real time. Built on the Model Context Protocol, so governance runs at the speed of your AI deployment.

Programmatic Governance

Agents that govern themselves

AI agents call the MCP API to query regulatory requirements, check compliance status, and verify they are authorized to act -- all at machine speed, before taking action.

  • Semantic search across the curated regulatory corpus
  • Full document catalog with metadata and jurisdiction filters
  • Standards-compliant A2A discovery endpoint
  • Web application proxy for browser-based access
Agent A Credit Scoring Agent B Claims Review Agent C Content Gen KoraSafe MCP API query / list / assess 52 Documents /.well-known/agent.json
Defense in Depth

Triple-gated security

Independent security gates protect every API request. All three must pass before any request reaches the knowledge base. A failure at any gate returns an immediate rejection.

  • Gate 1: Server-side feature flag -- global kill switch
  • Gate 2: Pre-shared API key in request header -- rotatable
  • Gate 3: Admin JWT with role-based access control
REQUEST MUST PASS ALL THREE GATES Request 1 Feature Flag MCP_ENABLED = true 2 API Key x-mcp-key header 3 Admin JWT Bearer token + role claims 404 401 403 Fail at any gate = immediate rejection
Tools and Discovery

Structured API for AI Agents

Each MCP tool exposes a structured interface that AI agents call programmatically. The A2A discovery endpoint lets external agents automatically find and integrate KoraSafe governance.

  • query_knowledge_base -- semantic search with filters
  • list_documents -- full catalog with metadata
  • assess_compliance -- automated compliance verdict (coming soon)
  • chat_regulatory_context -- multi-turn Q and A (coming soon)
query_knowledge_base Semantic search, comprehensives, filters list_documents Full catalog with metadata assess_compliance Automated verdict -- coming soon chat_regulatory_context Multi-turn Q and A -- coming soon A2A DISCOVERY SKILLS Regulatory Assessment Regulatory Lookup Compliance Checklist