Bernstein

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.

Bernstein publishes 62 API contracts indexed on the APIs.io network, including A2a API, Acp API, Agent Comparison API, and 59 more. Tagged areas include Artificial Intelligence, Governance, Open Source, Python, and CLI.

The Bernstein catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Bernstein’s developer surface includes authentication, documentation, getting-started guide, engineering blog, support, and 25 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

44.6/100 developing Agent 36/100 agent ready Heartbeat 76/100 alive Full breakdown ↓
scored 2026-11-02 · rubric v0.26.0 · Show this score on your site →

1 published contract 1 MCP Servers 1 Agent Skills

Artificial Intelligence Governance Open Source Python CLI

Kin Score

Kin Score How this is scored →
scored 2026-11-02 · rubric v0.26.0

Composite quality — 44.6/100 · developing

Contract Quality 12.2 / 21

Developer Ergonomics 9.2 / 17

Access Clarity 3.6 / 17

Operational Transparency 1.7 / 11

Contract Governance 3.6 / 10

Discoverability 4.8 / 9

Regulatory Posture 5.6 / 15

Agent readiness — 36/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 4 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 8 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 0 / 5

Distinct Operations 0 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document
Delegated User Identity +6 pts — a served discovery document listing authorization_code in grant_types_supported (served), else an oauth2 authorizationCode flow or openIdConnect declared in an OpenAPI (documented)
Typed Event Surface +6 pts — AsyncAPI document, OR webhooks/callbacks objects in the as-published OpenAPI, OR common[].type includes Webhooks

7 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Access Clarity scores 21.1 — up to +15.8 composite points
Operational Transparency scores 15.8 — up to +10.9 composite points
Contract Quality scores 57.2 — up to +10.7 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/bernstein-run/apis.yml: open an issue on github.com/api-evangelist/bernstein-run to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

Agent2Agent

measured — observed by APIs.io (conformant)

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

OpenAPI

measured — observed by APIs.io (published)

APIs 62

Individual APIs this provider publishes, each with its own machine-readable definition.

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.

Bernstein Observability API

The Observability API from Bernstein — 22 operation(s) for observability.

Bernstein Orchestrator Holds API

The orchestrator-holds API from Bernstein — 6 operation(s) for orchestrator-holds.

Bernstein Plans API

The plans API from Bernstein — 8 operation(s) for plans.

Bernstein Quality API

The Quality API from Bernstein — 14 operation(s) for quality.

Bernstein Ready API

The Ready API from Bernstein — 2 operation(s) for ready.

Bernstein Recap API

The Recap API from Bernstein — 2 operation(s) for recap.

Bernstein Review Board API

The Review Board API from Bernstein — 8 operation(s) for review board.

Bernstein Routing API

The Routing API from Bernstein — 2 operation(s) for routing.

Bernstein Sbom API

The sbom API from Bernstein — 4 operation(s) for sbom.

Bernstein SCIM API

The scim API from Bernstein — 14 operation(s) for scim.

Bernstein Sessions API

The Sessions API from Bernstein — 4 operation(s) for sessions.

Bernstein Shutdown API

The Shutdown API from Bernstein — 2 operation(s) for shutdown.

Bernstein Sla API

The Sla API from Bernstein — 10 operation(s) for sla.

Bernstein Slo API

The Slo API from Bernstein — 8 operation(s) for slo.

Bernstein Status API

The Status API from Bernstein — 4 operation(s) for status.

Bernstein Tasks API

The Tasks API from Bernstein — 60 operation(s) for tasks.

Bernstein Team API

The Team API from Bernstein — 6 operation(s) for team.

Bernstein Webhook API

The Webhook API from Bernstein — 2 operation(s) for webhook.

Bernstein Webhooks API

The Webhooks API from Bernstein — 22 operation(s) for webhooks.

Bernstein .well Known API

The .well Known API from Bernstein — 2 operation(s) for .well known.

Bernstein Workspace API

The workspace API from Bernstein — 4 operation(s) for workspace.

Bernstein Graph QL API

The Graph QL API from Bernstein — 2 operation(s) for graph ql.

Scroll for all 62

MCP Servers 1

Model Context Protocol servers that expose these APIs to AI agents.

Bernstein MCP Server

Remote MCP server at mcp.bernstein.run.

MCP SERVER

Agent Skills 1

Packaged agent skills for driving this provider's APIs from an AI assistant.

search-tasks

AGENT SKILL

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Bernstein Run Context

120 classes · 363 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Bernstein API Rules

51 rules · 35 errors 15 warnings 1 info

SPECTRAL

JSON Schema 6

Standalone JSON Schema definitions for this provider's data models.

TaskArtifactContentResponse

14 properties

JSON SCHEMA

TaskArtifactPost

14 properties

JSON SCHEMA

TaskCountsResponse

18 properties

JSON SCHEMA

TaskCreate

38 properties

JSON SCHEMA

TaskResponse

46 properties

JSON SCHEMA

WebhookTaskCreate

38 properties

JSON SCHEMA

Security Posture 3

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Bernstein Run Authentication

2 schemes

SECURITY

Bernstein Run Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Bernstein Run Vulnerability Disclosure

security.txt · contact published

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Bernstein Run Scopes

OAuth 2.0 · no documented scopes

0 scopes

SCOPES

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Bernstein Run Agentic Access

505 operations · 181 acting · 8 human-in-the-loop

505 operations · 181 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

GettingStarted

GettingStarted

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgentSkill

LLMsTxt

MCPServer

WellKnown

Design & Contract 6

Pagination, idempotency, versioning, errors, and events

Spectral

JSONLD

Vocabulary

DataModel

ErrorCatalog

Conformance

Build 3

SDKs, sample code, and the tooling you integrate with

SDKs

SDKs

Packages

Packages

GitHubOrganization

GitHubOrganization

Access & Security 6

Authentication, authorization, and security posture

Authentication

SecurityTxt

SecurityTxt

Security

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 2

Pricing, plans, and the legal terms of use

TermsOfService

TermsOfService

PrivacyPolicy

PrivacyPolicy

Company 2

The organization behind the API

Website

Website

Blog

Blog

Other 3

Properties that don't map to a standard resource type

AgentCard

AgentCard

Hosts

Hosts

Vendors

Vendors

Source (apis.yml)

aid: bernstein-run
name: Bernstein
accessModel:
  pricing: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-11-02'
  method: derived
image: https://bernstein.run/api/og
description: '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.'
url: https://artifacts.apis.io/bernstein-run/apis.yml
x-type: company
x-source: harvest:mcp-registry
x-tier: profiled
x-tier-reason: enrichment pass 2026-11-02 (modular-v1; was harvest)
specificationVersion: '0.20'
created: '2026-11-02'
modified: '2026-11-02'
tags:
- Artificial Intelligence
- Governance
- Open Source
- Python
- CLI
tags_raw:
- AI
- Governance
- Open-source
- Python
- CLI
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: AgenticAccess
  url: agentic-access/bernstein-run-agentic-access.yml
- type: Spectral
  url: rules/bernstein-run-rules.yml
- type: JSONLD
  url: json-ld/bernstein-run-context.jsonld
- type: Vocabulary
  url: vocabulary/bernstein-run-vocabulary.yml
- type: AgentSkill
  url: skills/_index.yml
- type: DataModel
  url: data-model/bernstein-run-data-model.yml
- type: Authentication
  url: authentication/bernstein-run-authentication.yml
- type: ErrorCatalog
  url: errors/bernstein-run-problem-types.yml
- type: Conformance
  url: conformance/bernstein-run-conformance.yml
- type: LLMsTxt
  url: llms/bernstein-run-llms.txt
- type: AgentCard
  url: a2a/bernstein-run-a2a.yml
- type: MCPServer
  url: mcp/bernstein-run-mcp.yml
- type: SecurityTxt
  url: well-known/bernstein-run-security.txt
- type: SecurityTxt
  url: well-known/bernstein-run-alexchernysh-security.txt
- type: WellKnown
  url: well-known/bernstein-run-well-known.yml
- type: Hosts
  url: hosts/bernstein-run-hosts.yml
- type: Vendors
  url: vendors/bernstein-run-vendors.yml
- type: SDKs
  url: packages/bernstein-run-packages.yml
- type: Packages
  url: packages/bernstein-run-packages.yml
- type: TermsOfService
  url: https://bernstein.run/terms
- type: Security
  url: https://bernstein.run/.well-known/security.txt
- type: VulnerabilityDisclosure
  url: security/bernstein-run-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/bernstein-run-domain-security.yml
- type: Website
  url: https://bernstein.run/
- type: Documentation
  url: https://docs.bernstein.run/
- type: GettingStarted
  url: https://bernstein.run/cli-quickstart
- type: Blog
  url: https://bernstein.run/blog
- type: GitHubOrganization
  url: https://github.com/sipyourdrink-ltd/bernstein
- type: PrivacyPolicy
  url: https://bernstein.run/privacy
- type: Support
  url: mailto:forte@bernstein.run
apis:
- aid: bernstein-run:bernstein-run-a2a-api
  name: Bernstein A2a API
  description: The A2a API from Bernstein — 14 operation(s) for a2a.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - A2A
  tags_raw:
  - A2a
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-a2a-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-acp-api
  name: Bernstein Acp API
  description: The Acp API from Bernstein — 8 operation(s) for acp.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - ACP
  tags_raw:
  - Acp
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-acp-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-agent-comparison-api
  name: Bernstein Agent Comparison API
  description: The agent-comparison API from Bernstein — 2 operation(s) for agent-comparison.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - agent-comparison
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-agent-comparison-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-agents-api
  name: Bernstein Agents API
  description: The Agents API from Bernstein — 10 operation(s) for agents.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Agents
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-agents-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-alerts-api
  name: Bernstein Alerts API
  description: The Alerts API from Bernstein — 2 operation(s) for alerts.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Alerts
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-alerts-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-alive-api
  name: Bernstein Alive API
  description: The Alive API from Bernstein — 2 operation(s) for alive.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Alive
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-alive-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-approvals-api
  name: Bernstein Approvals API
  description: The approvals API from Bernstein — 12 operation(s) for approvals.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Approvals
  tags_raw:
  - approvals
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-approvals-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-artifacts-api
  name: Bernstein Artifacts API
  description: The Artifacts API from Bernstein — 6 operation(s) for artifacts.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Artifacts
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-artifacts-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-audit-api
  name: Bernstein Audit API
  description: The audit API from Bernstein — 6 operation(s) for audit.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Audit
  tags_raw:
  - audit
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-audit-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-authentication-api
  name: Bernstein Authentication API
  description: The authentication API from Bernstein — 24 operation(s) for authentication.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Authentication
  tags_raw:
  - authentication
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-authentication-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-badge-json-api
  name: Bernstein Badge.json API
  description: The Badge.json API from Bernstein — 2 operation(s) for badge.json.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Badge.json
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-badge-json-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-batch-operations-api
  name: Bernstein Batch Operations API
  description: The batch-operations API from Bernstein — 2 operation(s) for batch-operations.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags: []
  tags_raw:
  - batch-operations
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-batch-operations-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-bernstein-task-server-api
  name: Bernstein Bernstein Task Server API
  description: The Bernstein Task Server API from Bernstein — 1 operation(s) for bernstein task server.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Bernstein Task Server
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-bernstein-task-server-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-broadcast-api
  name: Bernstein Broadcast API
  description: The Broadcast API from Bernstein — 2 operation(s) for broadcast.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Broadcast
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-broadcast-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-bulletin-api
  name: Bernstein Bulletin API
  description: The Bulletin API from Bernstein — 2 operation(s) for bulletin.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Bulletin
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-bulletin-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-cache-stats-api
  name: Bernstein Cache Stats API
  description: The Cache Stats API from Bernstein — 2 operation(s) for cache stats.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Cache Stats
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-cache-stats-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-changelog-api
  name: Bernstein Changelog API
  description: The Changelog API from Bernstein — 2 operation(s) for changelog.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Changelog
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-changelog-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-channel-api
  name: Bernstein Channel API
  description: The Channel API from Bernstein — 8 operation(s) for channel.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Channels
  tags_raw:
  - Channel
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-channel-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-cluster-api
  name: Bernstein Cluster API
  description: The Cluster API from Bernstein — 18 operation(s) for cluster.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Cluster
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-cluster-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-config-api
  name: Bernstein Config API
  description: The Config API from Bernstein — 2 operation(s) for config.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Config
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-config-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-costs-api
  name: Bernstein Costs API
  description: The Costs API from Bernstein — 34 operation(s) for costs.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Costs
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-costs-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-csp-report-api
  name: Bernstein Csp Report API
  description: The Csp Report API from Bernstein — 1 operation(s) for csp report.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Csp Report
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-csp-report-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-dashboard-api
  name: Bernstein Dashboard API
  description: The Dashboard API from Bernstein — 24 operation(s) for dashboard.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Dashboards
  tags_raw:
  - Dashboard
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-dashboard-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-drain-api
  name: Bernstein Drain API
  description: The Drain API from Bernstein — 4 operation(s) for drain.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Drain
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-drain-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-events-api
  name: Bernstein Events API
  description: The Events API from Bernstein — 4 operation(s) for events.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Event
  tags_raw:
  - Events
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-events-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-export-api
  name: Bernstein Export API
  description: The Export API from Bernstein — 4 operation(s) for export.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Export
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-export-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-fleet-api
  name: Bernstein Fleet API
  description: The Fleet API from Bernstein — 4 operation(s) for fleet.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Fleet Management
  tags_raw:
  - Fleet
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-fleet-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-gateway-api
  name: Bernstein Gateway API
  description: The Gateway API from Bernstein — 2 operation(s) for gateway.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Gateways
  tags_raw:
  - Gateway
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-gateway-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-governance-api
  name: Bernstein Governance API
  description: The governance API from Bernstein — 4 operation(s) for governance.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Governance
  tags_raw:
  - governance
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-governance-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-graduation-api
  name: Bernstein Graduation API
  description: The graduation API from Bernstein — 10 operation(s) for graduation.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Graduation
  tags_raw:
  - graduation
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-graduation-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-grafana-api
  name: Bernstein Grafana API
  description: The Grafana API from Bernstein — 2 operation(s) for grafana.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Grafana
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-grafana-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-graph-api
  name: Bernstein Graph API
  description: The graph API from Bernstein — 2 operation(s) for graph.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Graph
  tags_raw:
  - graph
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-graph-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-gui-api
  name: Bernstein Gui API
  description: The gui API from Bernstein — 2 operation(s) for gui.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - GUI
  tags_raw:
  - gui
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-gui-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-post-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-counts-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-artifact-content-response-schema.json
- aid: bernstein-run:bernstein-run-handoff-api
  name: Bernstein Handoff API
  description: The Handoff API from Bernstein — 2 operation(s) for handoff.
  humanURL: https://docs.bernstein.run/en/latest/reference/openapi-reference/
  tags:
  - Hand-off
  tags_raw:
  - Handoff
  properties:
  - type: OpenAPI
    url: openapi/bernstein-run-handoff-api-openapi.yml
  - type: JSONSchema
    url: json-schema/bernstein-run-task-response-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-task-create-schema.json
  - type: JSONSchema
    url: json-schema/bernstein-run-webhook-task-create-schema.json


# --- truncated at 32 KB (56 KB total) ---
# Full source: https://artifacts.apis.io/bernstein-run/apis.yml

Bernstein API — frequently asked questions

Does Bernstein have an API?

Yes. APIs.io lists 62 APIs from Bernstein, including Bernstein A2a API, Bernstein Acp API and Bernstein Agent Comparison API, and 59 more.

Is there an OpenAPI specification for the Bernstein API?

Yes. APIs.io indexes 62 OpenAPI specifications for Bernstein, each linked for download from this page.

How do I authenticate with the Bernstein API?

Bernstein uses bearer-token authentication (2 schemes). The details are profiled on APIs.io as Bernstein Run Authentication.

Does Bernstein have an MCP server?

Yes. APIs.io lists 1 MCP server for Bernstein: Remote MCP server at mcp.bernstein.run.

Is the Bernstein API ready for AI agents?

Bernstein has a Kin Score of 44.6 out of 100 (developing) and an Agent Readiness score of 36.3 (agent-ready), scored by API Evangelist on 2026-11-02.

Work with this as data

Every provider here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for providers

9 MCP tools reach this

find_providersBrowse and filter every provider in the catalog.
get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
resolveTurn a domain, URL or GitHub org into the provider it belongs to.
find_cohortsEvery scored population of providers in the catalog.

All 92 tools →

Call it yourself

curl for this page

This provider

curl "https://apis.io/api/v1/providers/bernstein-run"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

curl "https://apis.io/api/v1/providers/bernstein-run/operations?limit=25"

How their score was established

curl "https://apis.io/api/v1/providers/bernstein-run/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

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A second provider on the same verified email joins the account you already have.