# Bernstein **Canonical:** https://apis.io/providers/bernstein-run/ **Website:** https://bernstein.run/ **APIs profiled:** 1 Bernstein is the open-source governance layer for AI agents: a deterministic python scheduler runs them in parallel, with no model in the coordination loop, so the same plan replays byte-identically. It runs on policy as code: you write the policy, Bernstein enforces it, and produces the verifiable record. ## Kin Score — 44.6 / 100 (developing) Scored 2026-11-02 under rubric 0.26.0. | Facet | Score | |---|---| | Discoverability | 56.7 | | Contract Quality | 57.2 | | Contract Governance | 35.6 | | Operational Transparency | 15.8 | | Developer Ergonomics | 54.0 | | Access Clarity | 21.1 | Regulatory layer — **Horizontal (data, software, accessibility, platform)**: 37.3 (matched via fallback). ## Agent readiness — 36.3 (agent-ready) | Dimension | Value | |---|---| | Spec Presence | yes | | Agentic Access | derived | | Reversibility Documented | no | | MCP Server | documented | | Auth Clarity | bearer | | Idempotency | no | | Error Semantics | verified | | OpenAPI Examples | no | | Rate Limit Signal | no | | Event Surface Described | no | | Agent Skills | unknown | | Well Known Catalog | yes | | Consent Identity | no | | Agent Card | conformant | | Dry Run Mode | no | | Delegated Identity | no | | Protected Resource Metadata | no | | Dynamic Client Registration | no | | Agentic Commerce | no | | Pagination Ratio | no | | Operation Distinctiveness | no | | MCP Tool Quality | na | ## Access Unknown — onboarding: unknown, pricing: unknown, trial: no (confidence: low). ## APIs (62) - **Bernstein A2a API** — The A2a API from Bernstein — 14 operation(s) for a2a. - **Bernstein Acp API** — The Acp API from Bernstein — 8 operation(s) for acp. - **Bernstein Agent Comparison API** — The agent-comparison API from Bernstein — 2 operation(s) for agent-comparison. - **Bernstein Agents API** — The Agents API from Bernstein — 10 operation(s) for agents. - **Bernstein Alerts API** — The Alerts API from Bernstein — 2 operation(s) for alerts. - **Bernstein Alive API** — The Alive API from Bernstein — 2 operation(s) for alive. - **Bernstein Approvals API** — The approvals API from Bernstein — 12 operation(s) for approvals. - **Bernstein Artifacts API** — The Artifacts API from Bernstein — 6 operation(s) for artifacts. - **Bernstein Audit API** — The audit API from Bernstein — 6 operation(s) for audit. - **Bernstein Authentication API** — The authentication API from Bernstein — 24 operation(s) for authentication. - **Bernstein Badge.json API** — The Badge.json API from Bernstein — 2 operation(s) for badge.json. - **Bernstein Batch Operations API** — The batch-operations API from Bernstein — 2 operation(s) for batch-operations. - **Bernstein Bernstein Task Server API** — The Bernstein Task Server API from Bernstein — 1 operation(s) for bernstein task server. - **Bernstein Broadcast API** — The Broadcast API from Bernstein — 2 operation(s) for broadcast. - **Bernstein Bulletin API** — The Bulletin API from Bernstein — 2 operation(s) for bulletin. - **Bernstein Cache Stats API** — The Cache Stats API from Bernstein — 2 operation(s) for cache stats. - **Bernstein Changelog API** — The Changelog API from Bernstein — 2 operation(s) for changelog. - **Bernstein Channel API** — The Channel API from Bernstein — 8 operation(s) for channel. - **Bernstein Cluster API** — The Cluster API from Bernstein — 18 operation(s) for cluster. - **Bernstein Config API** — The Config API from Bernstein — 2 operation(s) for config. - **Bernstein Costs API** — The Costs API from Bernstein — 34 operation(s) for costs. - **Bernstein Csp Report API** — The Csp Report API from Bernstein — 1 operation(s) for csp report. - **Bernstein Dashboard API** — The Dashboard API from Bernstein — 24 operation(s) for dashboard. - **Bernstein Drain API** — The Drain API from Bernstein — 4 operation(s) for drain. - **Bernstein Events API** — The Events API from Bernstein — 4 operation(s) for events. - **Bernstein Export API** — The Export API from Bernstein — 4 operation(s) for export. - **Bernstein Fleet API** — The Fleet API from Bernstein — 4 operation(s) for fleet. - **Bernstein Gateway API** — The Gateway API from Bernstein — 2 operation(s) for gateway. - **Bernstein Governance API** — The governance API from Bernstein — 4 operation(s) for governance. - **Bernstein Graduation API** — The graduation API from Bernstein — 10 operation(s) for graduation. - **Bernstein Grafana API** — The Grafana API from Bernstein — 2 operation(s) for grafana. - **Bernstein Graph API** — The graph API from Bernstein — 2 operation(s) for graph. - **Bernstein Gui API** — The gui API from Bernstein — 2 operation(s) for gui. - **Bernstein Handoff API** — The Handoff API from Bernstein — 2 operation(s) for handoff. - **Bernstein Health API** — The Health API from Bernstein — 8 operation(s) for health. - **Bernstein Hooks API** — The Hooks API from Bernstein — 2 operation(s) for hooks. - **Bernstein Identities API** — The identities API from Bernstein — 8 operation(s) for identities. - **Bernstein Memory API** — The Memory API from Bernstein — 2 operation(s) for memory. - **Bernstein Metrics API** — The Metrics API from Bernstein — 12 operation(s) for metrics. - **Bernstein Missions API** — The Missions API from Bernstein — 8 operation(s) for missions. - …and 22 more, listed in full on the page. ## MCP servers (1) - **Bernstein MCP Server** — Remote MCP server at mcp.bernstein.run. ## Agentic access (1) - **Bernstein Run Agentic Access** — 505 operations · 181 acting · 8 human-in-the-loop ## Security (3) - **Bernstein Run Authentication** — 2 schemes - **Bernstein Run Domain Security** — TLSv1.3 · HSTS · DNSSEC · DMARC - **Bernstein Run Vulnerability Disclosure** — security.txt · contact published ## Tags Artificial Intelligence, Governance, Open Source, Python, CLI --- Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/bernstein-run/). Scores are computed from the provider's own public artifacts under a published rubric.