Contextual AI

Contextual AI is an enterprise RAG platform built around a Grounded Language Model (GLM) engineered to minimize hallucinations. Its REST API exposes end-to-end RAG agents (create, configure, query) plus standalone component APIs - Generate, Rerank, Parse, and LMUnit - over datastores of ingested documents, all authenticated with a Bearer API key.

Contextual AI publishes 9 API contracts indexed on the APIs.io network, including Agents API, Agents Query API, Datastores API, and 6 more. Tagged areas include Artificial Intelligence, RAG, LLM, Grounded Language Model, and Enterprise.

The Contextual AI catalog on APIs.io includes 1 event-driven AsyncAPI specification and 1 Spectral governance ruleset.

Contextual AI’s developer surface includes pricing, authentication, documentation, engineering blog, and 11 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

40.0/100 developing ▬ flat Agent 19/100 agent aware Front door AI 6/6 dominant saas Full breakdown ↓
scored 2026-10-17 · rubric v0.24.0

AccessPaid

1 published contract

Artificial Intelligence RAG LLMGrounded Language ModelEnterprise Real-Time Foundation Models

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Information & Data Management

BC-610

Agents

POST /agents

Kin Score

Kin Score How this is scored →
scored 2026-10-17 · rubric v0.24.0

Composite quality — 40.0/100 · developing

Contract Quality 10.9 / 19

Developer Ergonomics 4.8 / 15

Access Clarity 7.5 / 15

Operational Transparency 1.0 / 10

Contract Governance 1.0 / 9

Discoverability 5.0 / 8

Regulatory Posture 3.1 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 6

Agent Skills 0 / 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 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Regulatory Posture applies to this provider. Its tags matched the AI & Biometrics 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 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.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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/contextual-ai: 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 →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
Retrieval, Vector and RAG	covered	30.8	-	-

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

APIs 9

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

Contextual AI Agents API

Create, configure, and manage RAG agents.

Contextual AI Agents Query API

Query agents for grounded responses, retrievals, metrics, and feedback.

Contextual AI Datastores API

Create and manage datastores that hold ingested knowledge.

Contextual AI Documents API

Ingest and manage documents within a datastore.

Contextual AI Generate API

Grounded generation with the Grounded Language Model (GLM).

Contextual AI LMUnit API

Evaluate model responses with natural-language unit tests.

Contextual AI Parse API

Parse documents into structured, AI-ready markdown.

Contextual AI Rerank API

Instruction-following reranking of retrieved passages.

Contextual AI Users API

Manage workspace users.

Scroll for all 9

Open Collections 11

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

API Collection

OPEN COLLECTION

Contextual AI Platform Agents API

OPEN COLLECTION

Contextual AI Platform Agents Agents Query API

OPEN COLLECTION

Contextual AI Platform Agents Datastores API

OPEN COLLECTION

Contextual AI Platform Agents Documents API

OPEN COLLECTION

Contextual AI Platform Agents Generate API

OPEN COLLECTION

Contextual AI Platform Agents LMUnit API

OPEN COLLECTION

Contextual AI Platform Agents Parse API

OPEN COLLECTION

Contextual AI Platform Agents Rerank API

OPEN COLLECTION

Contextual AI Platform Agents Users API

OPEN COLLECTION

Contextual AI Platform API

OPEN COLLECTION

Scroll for all 11

Pricing Plans 1

Published pricing tiers and plan structures.

Contextual Ai Plans Pricing

9 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Contextual Ai Rate Limits

6 limits

RATE LIMITS

FinOps 1

Cost, billing, and metering signals for API financial operations.

Contextual Ai Finops

FINOPS

Event Specifications 1

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

Contextual AI Agent Query Streaming (HTTP + SSE)

AsyncAPI 2.6 description of Contextual AI's **agent query streaming** surface. Contextual AI does not publish a WebSocket API. The only asynchronous / event-style transport docu...

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Contextual AI — asyncapi rules

8 rules · 1 errors 7 warnings

SPECTRAL

Security Posture 4

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

Contextual Ai Authentication

http · 1 scheme

SECURITY

Contextual Ai Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Contextual Ai Vulnerability Disclosure

security.txt · contact published

SECURITY

Contextual Ai Trust Center

SOC 2, ISO 27017, PCI DSS, CSA STAR

SECURITY

Agentic Access 1

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

Contextual Ai Agentic Access

25 operations · 15 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 4

Authentication, authorization, and security posture

TrustCenter

TrustCenter

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

Plans

Plans

FinOps

FinOps

Company 3

The organization behind the API

LinkedIn

Website

Website

Blog

Blog

Other 1

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Source (apis.yml)

aid: contextual-ai
url: https://raw.githubusercontent.com/api-evangelist/contextual-ai/refs/heads/main/apis.yml
name: Contextual AI
kind: company
description: Contextual AI is an enterprise RAG platform built around a Grounded Language Model (GLM) engineered to minimize
  hallucinations. Its REST API exposes end-to-end RAG agents (create, configure, query) plus standalone component APIs - Generate,
  Rerank, Parse, and LMUnit - over datastores of ingested documents, all authenticated with a Bearer API key.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/contextual-ai.png
x-docs-platform: mintlify
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-09-24
x-docs-hosting: vercel
tags:
- Artificial Intelligence
- RAG
- LLM
- Grounded Language Model
- Enterprise
- Real-Time
- Foundation Models
tags_raw:
- AI
- RAG
- LLM
- Grounded Language Model
- Enterprise
- Real-Time
- Foundation Models
created: '2026-06-20'
modified: '2026-06-20'
specificationVersion: '0.23'
apis:
- aid: contextual-ai:contextual-ai-agents-api
  name: Contextual AI Agents API
  description: Create, configure, and manage RAG agents.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - Agents
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-agents-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-agents-query-api
  name: Contextual AI Agents Query API
  description: Query agents for grounded responses, retrievals, metrics, and feedback.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - Agents Query
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-agents-query-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-datastores-api
  name: Contextual AI Datastores API
  description: Create and manage datastores that hold ingested knowledge.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - Datastores
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-datastores-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-documents-api
  name: Contextual AI Documents API
  description: Ingest and manage documents within a datastore.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - Documents
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-documents-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-generate-api
  name: Contextual AI Generate API
  description: Grounded generation with the Grounded Language Model (GLM).
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - Generate
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-generate-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-lmunit-api
  name: Contextual AI LMUnit API
  description: Evaluate model responses with natural-language unit tests.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - LMUnit
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-lmunit-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-parse-api
  name: Contextual AI Parse API
  description: Parse documents into structured, AI-ready markdown.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - Parse
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-parse-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-rerank-api
  name: Contextual AI Rerank API
  description: Instruction-following reranking of retrieved passages.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - Rerank
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-rerank-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
- aid: contextual-ai:contextual-ai-users-api
  name: Contextual AI Users API
  description: Manage workspace users.
  humanURL: https://docs.contextual.ai/api-reference/agents/create-agent
  baseURL: https://api.contextual.ai/v1
  tags:
  - User
  tags_raw:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/contextual-ai-users-api-openapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/user-guides/beginner-guide
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents/create-agent
  - type: PostmanCollection
    url: collections/contextual-ai.postman_collection.json
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/agents-query/query
  - type: AsyncAPI
    url: asyncapi/contextual-ai-asyncapi.yml
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/datastores/create-datastore
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/datastores-documents/ingest-document
  - type: Documentation
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/generate/generate
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/rerank
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/rerank/rerank
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/parse
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/parse/parse-file
  - type: Documentation
    url: https://docs.contextual.ai/how-to-guides/lmunit
  - type: APIReference
    url: https://docs.contextual.ai/api-reference/lmunit/lmunit
common:
- type: Pricing
  url: https://contextual.ai/pricing
- type: CapabilityMap
  url: capabilities/contextual-ai-capability-edges.yml
  name: Contextual AI Business Capability Map
- type: AgenticAccess
  url: agentic-access/contextual-ai-agentic-access.yml
- type: TrustCenter
  url: security/contextual-ai-trust-center.yml
- type: VulnerabilityDisclosure
  url: security/contextual-ai-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/contextual-ai-domain-security.yml
- type: Authentication
  url: authentication/contextual-ai-authentication.yml
- type: GitHubOrganization
  url: https://github.com/ContextualAI
- type: LinkedIn
  url: https://www.linkedin.com/company/contextual-ai
- type: Website
  url: https://contextual.ai/
- type: Documentation
  url: https://docs.contextual.ai
- type: Plans
  url: plans/contextual-ai-plans-pricing.yml
- type: RateLimits
  url: rate-limits/contextual-ai-rate-limits.yml
- type: FinOps
  url: finops/contextual-ai-finops.yml
- url: https://contextual.ai/blog
  type: Blog
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Work with this as data

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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.

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Every operation they expose

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

How their score was established

curl "https://apis.io/api/v1/providers/contextual-ai/evidence"

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