Precog

Precog is an enterprise AI platform that acts as a "context engine" — turning fragmented, context-stripped data from SaaS applications and databases into live semantic layers that business users can query in natural language through AI assistants like Claude and ChatGPT. Its Intelligent Ingest builds no-code ETL pipelines from any business application into a data warehouse, detecting data relationships automatically and injecting business logic, definitions and relationships during ingestion, while its AI Assistants layer adds source tracing and SQL visibility for trustworthy answers. Precog exposes a public HTTP REST API (sources, destinations, pipelines, datasets, semantic-model generation) and an OAuth-secured Model Context Protocol (MCP) server, and was surfaced through the Techstars portfolio into the API Evangelist network.

Precog publishes 12 APIs on the APIs.io network, including Admin API, Data Model API, Datasets API, and 9 more. Tagged areas include Company, Data Integration, ETL, Artificial Intelligence, and Semantic Layer.

Precog’s developer surface includes authentication, documentation, signup flow, pricing, engineering blog, support, and 24 more developer resources.

🌐 Visit website 📡 Source on GitHub
49.1/100 developing ▬ flat Agent 72/100 agent native Full breakdown ↓
scored 2026-07-27 · rubric v0.5
AccessSelf serve
12 APIs 1 MCP Servers
CompanyData IntegrationETLArtificial IntelligenceSemantic LayerModel Context ProtocolData PipelinesAnalyticsEnterprise

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-27 · rubric v0.5
Composite quality — 49.1/100 · developing
Contract Quality 15.0 / 25
Developer Ergonomics 10.0 / 20
Commercial Clarity 12.1 / 20
Operational Transparency 2.1 / 13
Governance 0.0 / 12
Discoverability 10.0 / 10
Agent readiness — 72/100 · agent native
Machine-Readable Contract 18 / 18
Agentic Access Contract 15 / 15
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 3 / 3
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/precog: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 12

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

Precog Admin API

The Admin API from Precog — 4 operation(s) for admin.

Precog Data Model API

The Data Model API from Precog — 1 operation(s) for data model.

Precog Datasets API

The Datasets API from Precog — 1 operation(s) for datasets.

Precog Destinations API

The Destinations API from Precog — 2 operation(s) for destinations.

Precog Issues API

The Issues API from Precog — 4 operation(s) for issues.

Precog Kinds API

The Kinds API from Precog — 3 operation(s) for kinds.

Precog Loads API

The Loads API from Precog — 1 operation(s) for loads.

Precog Log API

The Log API from Precog — 1 operation(s) for log.

Precog Pipelines API

The Pipelines API from Precog — 18 operation(s) for pipelines.

Precog Semantic Model API

The Semantic Model API from Precog — 3 operation(s) for semantic model.

Precog Sources API

The Sources API from Precog — 6 operation(s) for sources.

Precog Stripe API

The Stripe API from Precog — 2 operation(s) for stripe.

Scroll for all 12

MCP Servers 1

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

precog-mcp.yml

MCP SERVER

JSON Schema 1

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

Foundation Semantic Model

3 properties

JSON SCHEMA

Security Posture 4

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

Precog Authentication

http/oauth2 · 2 schemes

SECURITY

Precog Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Precog Vulnerability Disclosure

security.txt · contact published

SECURITY

Precog Trust Center

SOC 2 Type II

SECURITY

Scopes 1

OAuth scopes governing access to this provider's APIs.

Precog Scopes

3 scopes · authorizationCode/clientCredentials

3 scopes

SCOPES

Agentic Access 1

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

Precog Agentic Access

62 operations · 35 acting · 4 human-in-the-loop

62 operations · 35 acting

AGENTIC

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal
DeveloperPortal
 SignUp
SignUp

Documentation 1

Reference material describing how the API behaves

Documentation
Documentation

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess
AgenticAccess
 MCPServer
MCPServer
 WellKnown
WellKnown
 AgentSkill
AgentSkill
 LLMsTxt
LLMsTxt

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conformance
Conformance
 ErrorCatalog
ErrorCatalog
 Conventions
Conventions
 DataModel
DataModel

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization
GitHubOrganization

Access & Security 8

Authentication, authorization, and security posture

DomainSecurity
DomainSecurity
 Authentication
Authentication
 SecurityTxt
SecurityTxt
 OAuthScopes
OAuthScopes
 VulnerabilityDisclosure
VulnerabilityDisclosure
 Security
Security
 TrustCenter
TrustCenter
 Compliance
Compliance

Scroll for all 8

Operate 1

Status, limits, changes, and where to get help

Support
Support

Commercial 3

Pricing, plans, and the legal terms of use

Pricing
Pricing
 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

Overlay
Overlay
 Overlay
Overlay
 Overlay
Overlay

Source (apis.yml)

apis.yml Raw ↑ 
aid: precog
name: Precog
description: Precog is an enterprise AI platform that acts as a "context engine" — turning fragmented, context-stripped data
  from SaaS applications and databases into live semantic layers that business users can query in natural language through
  AI assistants like Claude and ChatGPT. Its Intelligent Ingest builds no-code ETL pipelines from any business application
  into a data warehouse, detecting data relationships automatically and injecting business logic, definitions and relationships
  during ingestion, while its AI Assistants layer adds source tracing and SQL visibility for trustworthy answers. Precog exposes
  a public HTTP REST API (sources, destinations, pipelines, datasets, semantic-model generation) and an OAuth-secured Model
  Context Protocol (MCP) server, and was surfaced through the Techstars portfolio into the API Evangelist network.
url: https://raw.githubusercontent.com/api-evangelist/precog/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- techstars
x-tier: stub
x-tier-reason: portfolio-lead
accessModel:
  pricing: unknown
  onboarding: self-serve
  trial: false
  try_now: false
  public: false
  label: Self-serve signup
  confidence: medium
  source:
  - authentication
  generated: '2026-07-22'
  method: derived
specificationVersion: '0.20'
created: '2026-07-17'
modified: '2026-07-20'
image: https://studio.precog.cloud/precog-logo-full.svg
tags:
- Company
- Data Integration
- ETL
- Artificial Intelligence
- Semantic Layer
- Model Context Protocol
- Data Pipelines
- Analytics
- Enterprise
apis:
- aid: precog:precog-admin-api
  name: Precog Admin API
  description: The Admin API from Precog — 4 operation(s) for admin.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Admin
  properties:
  - type: OpenAPI
    url: openapi/precog-admin-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-data-model-api
  name: Precog Data Model API
  description: The Data Model API from Precog — 1 operation(s) for data model.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Data Model
  properties:
  - type: OpenAPI
    url: openapi/precog-data-model-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-datasets-api
  name: Precog Datasets API
  description: The Datasets API from Precog — 1 operation(s) for datasets.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Datasets
  properties:
  - type: OpenAPI
    url: openapi/precog-datasets-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-destinations-api
  name: Precog Destinations API
  description: The Destinations API from Precog — 2 operation(s) for destinations.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Destinations
  properties:
  - type: OpenAPI
    url: openapi/precog-destinations-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-issues-api
  name: Precog Issues API
  description: The Issues API from Precog — 4 operation(s) for issues.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Issues
  properties:
  - type: OpenAPI
    url: openapi/precog-issues-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-kinds-api
  name: Precog Kinds API
  description: The Kinds API from Precog — 3 operation(s) for kinds.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Kinds
  properties:
  - type: OpenAPI
    url: openapi/precog-kinds-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-loads-api
  name: Precog Loads API
  description: The Loads API from Precog — 1 operation(s) for loads.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Loads
  properties:
  - type: OpenAPI
    url: openapi/precog-loads-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-log-api
  name: Precog Log API
  description: The Log API from Precog — 1 operation(s) for log.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Log
  properties:
  - type: OpenAPI
    url: openapi/precog-log-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-pipelines-api
  name: Precog Pipelines API
  description: The Pipelines API from Precog — 18 operation(s) for pipelines.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Pipelines
  properties:
  - type: OpenAPI
    url: openapi/precog-pipelines-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-semantic-model-api
  name: Precog Semantic Model API
  description: The Semantic Model API from Precog — 3 operation(s) for semantic model.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Semantic Model
  properties:
  - type: OpenAPI
    url: openapi/precog-semantic-model-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-sources-api
  name: Precog Sources API
  description: The Sources API from Precog — 6 operation(s) for sources.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Sources
  properties:
  - type: OpenAPI
    url: openapi/precog-sources-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
- aid: precog:precog-stripe-api
  name: Precog Stripe API
  description: The Stripe API from Precog — 2 operation(s) for stripe.
  humanURL: https://studio.precog.cloud/docs/
  baseURL: https://api.precog.cloud
  tags:
  - Stripe
  properties:
  - type: OpenAPI
    url: openapi/precog-stripe-api-openapi.yml
  - type: JSONSchema
    url: json-schema/precog-foundation-semantic-model.schema.json
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: DomainSecurity
  url: security/precog-domain-security.yml
- type: AgenticAccess
  url: agentic-access/precog-agentic-access.yml
- type: Authentication
  url: authentication/precog-authentication.yml
- type: Website
  url: https://precog.com/
- type: DeveloperPortal
  url: https://studio.precog.cloud/docs/
- type: Documentation
  url: https://studio.precog.cloud/docs/
- type: SignUp
  url: https://studio.precog.cloud/login
- type: Pricing
  url: https://precog.com/pricing
- type: Blog
  url: https://precog.com/blog
- type: Support
  url: https://precog.com/contact
- type: TermsOfService
  url: https://precog.com/end-user-license-agreement
- type: PrivacyPolicy
  url: https://precog.com/privacy-policy
- type: GitHubOrganization
  url: https://github.com/precog
- type: MCPServer
  url: mcp/precog-mcp.yml
- type: WellKnown
  url: well-known/precog-well-known.yml
- type: SecurityTxt
  url: well-known/precog-security.txt
- type: OAuthScopes
  url: scopes/precog-scopes.yml
- type: VulnerabilityDisclosure
  url: security/precog-vulnerability-disclosure.yml
- type: Security
  url: https://api.precog.cloud/.well-known/security.txt
- type: TrustCenter
  url: security/precog-trust-center.yml
- type: Compliance
  url: https://precog.com/express-security
- type: Conformance
  url: conformance/precog-conformance.yml
- type: ErrorCatalog
  url: errors/precog-problem-types.yml
- type: Conventions
  url: conventions/precog-conventions.yml
- type: DataModel
  url: data-model/precog-data-model.yml
- type: AgentSkill
  url: skills/_index.yml
- type: LLMsTxt
  url: llms/precog-llms.txt
- type: Overlay
  url: overlays/precog-public-http-api-overlay.yaml
- type: Overlay
  url: overlays/precog-admin-http-api-overlay.yaml
- type: Overlay
  url: overlays/precog-metadata-http-api-overlay.yaml
x-enrichment:
  date: '2026-07-20'
  status: enriched
  artifacts_added: 27
  pass: local-v1