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

42.2/100 developing ▬ flat Agent 48/100 agent ready saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessSelf serve

3 APIs 1 MCP Servers

Company Data Integration ETL Artificial Intelligence Semantic Layer MCP Data Pipeline Analytics Enterprise

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 42.2/100 · developing

Contract Quality 12.7 / 23

Developer Ergonomics 7.2 / 18

Access Clarity 8.5 / 18

Operational Transparency 0.9 / 12

Contract Governance 2.0 / 11

Discoverability 7.3 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 48/100 · agent ready

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 12 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 6 / 6

Protected Resource Metadata 5 / 5

Registration Without a Human 6 / 6

Agentic Commerce Well-Known Document 0 / 5

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

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 github.com/api-evangelist/precog: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

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

Open Collections 13

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

API Collection

OPEN COLLECTION

http-api Admin API

OPEN COLLECTION

http-api Admin Data Model API

OPEN COLLECTION

http-api Admin Datasets API

OPEN COLLECTION

http-api Admin Destinations API

OPEN COLLECTION

http-api Admin Issues API

OPEN COLLECTION

http-api Admin Kinds API

OPEN COLLECTION

http-api Admin Loads API

OPEN COLLECTION

http-api Admin Log API

OPEN COLLECTION

http-api Admin Pipelines API

OPEN COLLECTION

http-api Admin Semantic Model API

OPEN COLLECTION

http-api Admin Sources API

OPEN COLLECTION

http-api Admin Stripe API

OPEN COLLECTION

Scroll for all 13

MCP Servers 1

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

Precog MCP Server

Precog operates a hosted, OAuth 2.0-secured Model Context Protocol (MCP) server that exposes the Precog "context engine" (semantic layers over ingested business data) to AI assi...

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

MCPServer

WellKnown

AgentSkill

LLMsTxt

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Conformance

ErrorCatalog

Conventions

DataModel

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 8

Authentication, authorization, and security posture

DomainSecurity

Authentication

SecurityTxt

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)

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
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
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: '0.23'
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
- MCP
- Data Pipeline
- Analytics
- Enterprise
tags_raw:
- 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

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