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Bigeye

Bigeye is an enterprise data observability and AI trust platform that monitors data quality, detects schema changes and anomalies, classifies sensitive data, and maps column-level lineage across warehouses, lakes, BI tools and ETL pipelines. The platform combines automated data quality monitoring, ML-powered anomaly detection and lineage-based root-cause and downstream-impact analysis so teams can find and resolve data issues before they reach dashboards, reports or AI systems. Bigeye is API-first: its REST API is published as three OpenAPI 3.0 definitions (Metadata, Observability and Sensitivity) covering 263 operations, and it ships a first-party Python SDK, a Python CLI, Airflow operators, YAML-based observability-as-code configuration, and a hosted Model Context Protocol gateway that exposes 56 agent tools over the same platform.

agent ready

Solid contracts, transparent operations, and an easy start — typically complete on four or five facets with one clear soft spot.

Kin Score

API Evangelist profiles Bigeye the way a machine reads it — 97 machine-readable artifacts across 45 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.

Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Bigeye scores 56.7/100 (strong), with a separate agent-readiness read of 48/100 (agent ready). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.

Kin Score

This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance.

Kin Score Kin Score How this is scored →
scored 2026-08-17 · rubric v0.11.0
Composite quality — 56.7/100 · strong
Contract Quality 14.9 / 25
Developer Ergonomics 15.1 / 20
Commercial Clarity 10.0 / 20
Operational Transparency 7.2 / 13
Governance 1.4 / 12
Discoverability 8.2 / 10
Agent readiness — 48/100 · agent ready
Machine-Readable Contract 18 / 18
Agentic Access Contract derived 2.5 / 10
MCP Server 12 / 12
Machine-Readable Auth 10 / 10
Idempotency 0 / 9
Stable Error Semantics documented 4.0 / 8
Request/Response Examples 0 / 7
Rate-Limit Signaling 0 / 7
Typed Event Surface 6 / 6
Agent Skills derived 1.3 / 5
Well-Known Catalog 0 / 4
Consent & Bot Identity 0 / 3
A2A Agent Card 0 / 8
Dry-Run / Simulate Mode 0 / 4
Bigeye Kin Score — API readiness rating by API Evangelist

Put this on your own site. The badge is drawn live from Bigeye's current Kin Score — paste it once and it updates itself every time the score is recomputed. It follows your visitor's light or dark setting, and it links back here so anyone who sees it can read the full breakdown.

<!-- Kin Score · API Evangelist -->
<a href="https://providers.apievangelist.com/providers/bigeye/"
   title="Bigeye on API Evangelist — API profile and Kin Score">
  <img src="https://apis.io/badge/bigeye.svg"
       alt="Bigeye Kin Score — API readiness rating by API Evangelist" width="150" height="150" loading="lazy">
</a>

More shapes, themes and sizes → · Score as JSON · How badges work

How we profile Bigeye

Each block below is one kind of artifact we hold for Bigeye. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.

APIs 45

Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.

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

Bigeye MCP Gateway

The Bigeye MCP Gateway is a hosted Model Context Protocol server at https://mcpgateway.bigeye.com/mcp that exposes 56 tools over the Bigeye platform for AI assistants and agents...

Bigeye Agent Service API

The AgentService API from Bigeye — 5 operation(s) for agentservice.

Bigeye API Key Service API

The ApiKeyService API from Bigeye — 6 operation(s) for apikeyservice.

Bigeye Catalog Rebuilds Service API

The CatalogRebuildsService API from Bigeye — 3 operation(s) for catalogrebuildsservice.

Bigeye Classifier Service API

The ClassifierService API from Bigeye — 6 operation(s) for classifierservice.

Bigeye Collection Service API

The CollectionService API from Bigeye — 4 operation(s) for collectionservice.

Bigeye Collection V2 Service API

The CollectionV2Service API from Bigeye — 3 operation(s) for collectionv2service.

Bigeye Column Service API

The ColumnService API from Bigeye — 3 operation(s) for columnservice.

Bigeye Company Service API

The CompanyService API from Bigeye — 1 operation(s) for companyservice.

Bigeye Comparison Table Service API

The ComparisonTableService API from Bigeye — 6 operation(s) for comparisontableservice.

Bigeye Config Service API

The ConfigService API from Bigeye — 2 operation(s) for configservice.

Bigeye Custom Rule Service API

The CustomRuleService API from Bigeye — 8 operation(s) for customruleservice.

Bigeye Dashboard Service API

The DashboardService API from Bigeye — 2 operation(s) for dashboardservice.

Bigeye Data Class Category Service API

The DataClassCategoryService API from Bigeye — 1 operation(s) for dataclasscategoryservice.

Bigeye Data Class Service API

The DataClassService API from Bigeye — 4 operation(s) for dataclassservice.

Bigeye Delta Service API

The DeltaService API from Bigeye — 5 operation(s) for deltaservice.

Bigeye Dimension Service API

The DimensionService API from Bigeye — 5 operation(s) for dimensionservice.

Bigeye Favorite Service API

The FavoriteService API from Bigeye — 4 operation(s) for favoriteservice.

Bigeye Group Service API

The GroupService API from Bigeye — 4 operation(s) for groupservice.

Bigeye Integration Service API

The IntegrationService API from Bigeye — 7 operation(s) for integrationservice.

Bigeye Issue Service API

The IssueService API from Bigeye — 5 operation(s) for issueservice.

Bigeye Join Service API

The JoinService API from Bigeye — 3 operation(s) for joinservice.

Bigeye Lineage Service API

The LineageService API from Bigeye — 8 operation(s) for lineageservice.

Bigeye Lineage V2 Service API

The LineageV2Service API from Bigeye — 7 operation(s) for lineagev2service.

Bigeye Metric Observed Column Service API

The MetricObservedColumnService API from Bigeye — 7 operation(s) for metricobservedcolumnservice.

Bigeye Metric Service API

The MetricService API from Bigeye — 20 operation(s) for metricservice.

Bigeye Metric Template Service API

The MetricTemplateService API from Bigeye — 3 operation(s) for metrictemplateservice.

Bigeye Named Schedule Service API

The NamedScheduleService API from Bigeye — 3 operation(s) for namedscheduleservice.

Bigeye Object Owner Service API

The ObjectOwnerService API from Bigeye — 2 operation(s) for objectownerservice.

Bigeye Query Service API

The QueryService API from Bigeye — 1 operation(s) for queryservice.

Bigeye Role Service API

The RoleService API from Bigeye — 4 operation(s) for roleservice.

Bigeye Scan Job Service API

The ScanJobService API from Bigeye — 12 operation(s) for scanjobservice.

Bigeye Scan Run Service API

The ScanRunService API from Bigeye — 2 operation(s) for scanrunservice.

Bigeye Schema Change Service API

The SchemaChangeService API from Bigeye — 1 operation(s) for schemachangeservice.

Bigeye Schema Service API

The SchemaService API from Bigeye — 6 operation(s) for schemaservice.

Bigeye Search Service API

The SearchService API from Bigeye — 1 operation(s) for searchservice.

Bigeye Service Account API Key Service API

The ServiceAccountApiKeyService API from Bigeye — 4 operation(s) for serviceaccountapikeyservice.

Bigeye Source Service API

The SourceService API from Bigeye — 7 operation(s) for sourceservice.

Bigeye Table Service API

The TableService API from Bigeye — 14 operation(s) for tableservice.

Bigeye Tag Service API

The TagService API from Bigeye — 5 operation(s) for tagservice.

Bigeye User Service API

The UserService API from Bigeye — 4 operation(s) for userservice.

Bigeye Virtual Table Service API

The VirtualTableService API from Bigeye — 5 operation(s) for virtualtableservice.

Bigeye Workflow Service API

The WorkflowService API from Bigeye — 1 operation(s) for workflowservice.

Bigeye Workflow V2 Service API

The WorkflowV2Service API from Bigeye — 2 operation(s) for workflowv2service.

Bigeye Workspace Service API

The WorkspaceService API from Bigeye — 4 operation(s) for workspaceservice.

Scroll within the panel for all 45 ·

Open Collections 45

Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

API Collection

OPEN COLLECTION

Metadata Role Service API

OPEN COLLECTION

Metadata Tag Service API

OPEN COLLECTION

Metadata User Service API

OPEN COLLECTION

Scroll within the panel for all 45 ·

MCP Servers 1

Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.

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

bigeye-mcp.yml

MCP SERVER

Event Specifications 1

Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.

AsyncAPI definitions for this provider's event-driven and streaming APIs.

Bigeye Webhooks

ASYNCAPI

Security Posture 4

Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.

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

Bigeye Authentication

apiKey/http · 3 schemes

SECURITY

Bigeye Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Bigeye Vulnerability Disclosure

Hackerone · contact published

SECURITY

Bigeye Trust Center

SOC 2 Type 2, ISO 27001

SECURITY

Agentic Access 1

An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.

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

Bigeye Agentic Access

263 operations · 158 acting · 5 human-in-the-loop

263 operations · 158 acting

AGENTIC

Resources

Every other property we hold for Bigeye — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.

Get Started 3

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Commercial 2

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Other 2

Properties that don't map to a standard resource type

← All providers · Data indexed from github.com/api-evangelist/bigeye · machine-readable index on apis.io

Where this information came from

This is an independent, third-party profile of Bigeye, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.

The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.

Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.

info@apievangelist.com · Read the full data-sourcing policy →
On a security or compliance team? Put security in the subject line and you will get a person, not a form — we will tell you exactly which public URLs this profile was built from.