Unstructured

Unstructured is a document parsing and pre-processing platform that provides a REST API for ingesting PDFs, HTML, DOCX, images, and more than 50 other file formats, transforming them into clean structured JSON chunks ready for RAG pipelines and LLM applications. The platform offers partitioning, enrichment, chunking, and embedding capabilities via both a SaaS serverless API and self-hosted deployments. Billing is calculated on a per-page basis, with a free tier of 15,000 pages, pay-as-you-go at $0.03 per page, and custom enterprise pricing. Unstructured also ships Python and JavaScript SDKs, an MCP server for AI agent workflows, and 40+ connectors for source and destination data systems including S3, Databricks, and vector databases.

Unstructured publishes 9 API contracts indexed on the APIs.io network, including Channels API, Destinations API, General API, and 6 more. Tagged areas include Document Processing, ETL, RAG, LLM, and PDF.

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

Unstructured’s developer surface includes authentication, documentation, engineering blog, pricing, and 17 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

35.5/100 thin ▬ flat Agent 29/100 agent ready Front door AI 5/6 prominent Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessFreemiumSelf serve⚡ Free to try

2 published contracts 1 MCP Servers

Document Processing ETL RAG LLM PDF OCR Data Ingestion Chunking Embeddings Artificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 35.5/100 · thin

Contract Quality 11.3 / 19

Developer Ergonomics 3.6 / 15

Access Clarity 3.9 / 15

Operational Transparency 0.8 / 10

Contract Governance 2.1 / 9

Discoverability 4.9 / 8

Regulatory Posture 3.0 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 29/100 · 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 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 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

Pagination 0 / 5

Distinct Operations 3 / 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 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/.

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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)
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
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):

Developer Ergonomics scores 23.8 — up to +15.2 composite points
Access Clarity scores 26.3 — up to +14.7 composite points
Operational Transparency scores 7.9 — up to +12.0 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/unstructured/apis.yml: open an issue on github.com/api-evangelist/unstructured 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 →

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	34.9	1	-
RPA and Document AI (RPA marketplaces, intelligent document processing)	covered	34.9	1	-
PDF and Document Standards (PDF tooling, document signing trust, invoice documents)	covered	34.9	1	-

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.

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.

PDF

tagged — the provider's own APIs.json carries the standard as a tag; implementation not verified

Model Context Protocol (MCP)

measured — observed by APIs.io (documented)

OpenAPI

measured — observed by APIs.io (published)

APIs 9

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

Unstructured Channels API

The channels API from Unstructured — 3 operation(s) for channels.

Unstructured Destinations API

The destinations API from Unstructured — 3 operation(s) for destinations.

Unstructured General API

The general API from Unstructured — 1 operation(s) for general.

Unstructured Jobs API

The jobs API from Unstructured — 6 operation(s) for jobs.

Unstructured Notifications API

The notifications API from Unstructured — 4 operation(s) for notifications.

Unstructured Sources API

The sources API from Unstructured — 3 operation(s) for sources.

Unstructured Templates API

The templates API from Unstructured — 2 operation(s) for templates.

Unstructured Workflow Channels API

The workflow-channels API from Unstructured — 3 operation(s) for workflow-channels.

Unstructured Workflows API

The workflows API from Unstructured — 6 operation(s) for workflows.

Scroll for all 9

Open Collections 9

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

Unstructured Partition channels API

OPEN COLLECTION

Unstructured Partition channels destinations API

OPEN COLLECTION

Unstructured Partition channels general API

OPEN COLLECTION

Unstructured Partition channels jobs API

OPEN COLLECTION

Unstructured Partition channels notifications API

OPEN COLLECTION

Unstructured Partition channels sources API

OPEN COLLECTION

Unstructured Partition channels templates API

OPEN COLLECTION

Unstructured Partition channels workflow-channels API

OPEN COLLECTION

Unstructured Partition channels workflows API

OPEN COLLECTION

Scroll for all 9

MCP Servers 1

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

Unstructured MCP Server

MCP SERVER

Unstructured API pricing

Not yet checked against Unstructured's own pricing page. Compiled by API Evangelist on 2026-06-12; confirm before you rely on a figure. A free plan or tier is listed.

Plan	Price
Let's Go free	Free
Pay-As-You-Go paid	Free
Business enterprise	—

Plan details, limits and sources →

Rate limits

: 15 split pdf concurrency level
: 15000 pages

Compiled by API Evangelist, not yet checked against Unstructured's documentation. Rate-limit details →

Pricing Plans 1

Published pricing tiers and plan structures.

Unstructured Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Unstructured Rate Limits

2 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

Unstructured

SLA

FinOps 1

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

Unstructured Finops

FINOPS

Semantic Vocabularies 1

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

Unstructured Context

4 classes · 12 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Unstructured — jsonschema rules

6 rules · 5 warnings 1 info

SPECTRAL

JSON Schema 1

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

Unstructured API Schemas

0 properties

JSON SCHEMA

Security Posture 3

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

Unstructured Authentication

apiKey · 1 scheme

SECURITY

Unstructured Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Unstructured Trust Center

SOC 2, ISO 27001, HIPAA, GDPR

SECURITY

Agentic Access 1

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

Unstructured Agentic Access

46 operations · 24 acting

AGENTIC

Resources

Documentation 2

Reference material describing how the API behaves

Documentation

Documentation

JSONSchema

JSONSchema

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

MCPServer

MCPServer

Design & Contract 2

Pagination, idempotency, versioning, errors, and events

Vocabulary

Vocabulary

JSONLDContext

JSONLDContext

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

PythonSDK

PythonSDK

JavaScriptSDK

JavaScriptSDK

Access & Security 3

Authentication, authorization, and security posture

TrustCenter

TrustCenter

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 2

Status, limits, changes, and where to get help

StatusPage

StatusPage

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

Website

Website

LinkedIn

Blog

Blog

Other 1

Properties that don't map to a standard resource type

Source (apis.yml)

aid: unstructured
name: Unstructured
description: Unstructured is a document parsing and pre-processing platform that provides a REST API for ingesting PDFs, HTML,
  DOCX, images, and more than 50 other file formats, transforming them into clean structured JSON chunks ready for RAG pipelines
  and LLM applications. The platform offers partitioning, enrichment, chunking, and embedding capabilities via both a SaaS
  serverless API and self-hosted deployments. Billing is calculated on a per-page basis, with a free tier of 15,000 pages,
  pay-as-you-go at $0.03 per page, and custom enterprise pricing. Unstructured also ships Python and JavaScript SDKs, an MCP
  server for AI agent workflows, and 40+ connectors for source and destination data systems including S3, Databricks, and
  vector databases.
type: Index
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: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  gated: none
  gated_source:
  - onboarding
  label: Freemium · Self-serve signup
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/unstructured.png
x-docs-platform: mintlify
x-docs-platform-confidence: high
x-docs-platform-checked: 2026-10-17
tags:
- Document Processing
- ETL
- RAG
- LLM
- PDF
- OCR
- Data Ingestion
- Chunking
- Embeddings
- Artificial Intelligence
tags_raw:
- document-processing
- ETL
- RAG
- LLM
- PDF
- OCR
- data-ingestion
- chunking
- embeddings
- AI
url: https://raw.githubusercontent.com/api-evangelist/unstructured/refs/heads/main/apis.yml
created: '2026-06-12'
modified: '2026-06-12'
specificationVersion: '0.23'
apis:
- aid: unstructured:unstructured-channels-api
  name: Unstructured Channels API
  description: The channels API from Unstructured — 3 operation(s) for channels.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - Channels
  tags_raw:
  - channels
  properties:
  - type: OpenAPI
    url: openapi/unstructured-channels-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-destinations-api
  name: Unstructured Destinations API
  description: The destinations API from Unstructured — 3 operation(s) for destinations.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - Destination
  tags_raw:
  - destinations
  properties:
  - type: OpenAPI
    url: openapi/unstructured-destinations-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-general-api
  name: Unstructured General API
  description: The general API from Unstructured — 1 operation(s) for general.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags: []
  tags_raw:
  - general
  properties:
  - type: OpenAPI
    url: openapi/unstructured-general-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-jobs-api
  name: Unstructured Jobs API
  description: The jobs API from Unstructured — 6 operation(s) for jobs.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - Job
  tags_raw:
  - jobs
  properties:
  - type: OpenAPI
    url: openapi/unstructured-jobs-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-notifications-api
  name: Unstructured Notifications API
  description: The notifications API from Unstructured — 4 operation(s) for notifications.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - Notification
  tags_raw:
  - notifications
  properties:
  - type: OpenAPI
    url: openapi/unstructured-notifications-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-sources-api
  name: Unstructured Sources API
  description: The sources API from Unstructured — 3 operation(s) for sources.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - Sources
  tags_raw:
  - sources
  properties:
  - type: OpenAPI
    url: openapi/unstructured-sources-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-templates-api
  name: Unstructured Templates API
  description: The templates API from Unstructured — 2 operation(s) for templates.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - Templates
  tags_raw:
  - templates
  properties:
  - type: OpenAPI
    url: openapi/unstructured-templates-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-workflow-channels-api
  name: Unstructured Workflow Channels API
  description: The workflow-channels API from Unstructured — 3 operation(s) for workflow-channels.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - workflow-channels
  properties:
  - type: OpenAPI
    url: openapi/unstructured-workflow-channels-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
- aid: unstructured:unstructured-workflows-api
  name: Unstructured Workflows API
  description: The workflows API from Unstructured — 6 operation(s) for workflows.
  humanURL: https://docs.unstructured.io/api-reference/overview
  baseURL: https://platform.unstructuredapp.io/api/v1
  tags:
  - Workflows
  tags_raw:
  - workflows
  properties:
  - type: OpenAPI
    url: openapi/unstructured-workflows-api-openapi.yml
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/overview
  - type: Documentation
    url: https://docs.unstructured.io/api-reference/api-services/saas-api-development-guide
  - type: PythonSDK
    url: https://github.com/Unstructured-IO/unstructured-python-client
  - type: JavaScriptSDK
    url: https://github.com/Unstructured-IO/unstructured-js-client
common:
- type: AgenticAccess
  url: agentic-access/unstructured-agentic-access.yml
- type: TrustCenter
  url: security/unstructured-trust-center.yml
- type: DomainSecurity
  url: security/unstructured-domain-security.yml
- type: Authentication
  url: authentication/unstructured-authentication.yml
- type: Website
  url: https://unstructured.io
- type: Documentation
  url: https://docs.unstructured.io
- type: GitHubOrganization
  url: https://github.com/Unstructured-IO
- type: LinkedIn
  url: https://www.linkedin.com/company/unstructuredio/
- type: X
  url: https://twitter.com/UnstructuredIO
- type: Blog
  url: https://unstructured.io/blog
- type: Pricing
  url: https://unstructured.io/pricing
- type: StatusPage
  url: https://unstructuredio.trust.pagerduty.com/posts/dashboard
- type: PythonSDK
  url: https://github.com/Unstructured-IO/unstructured-python-client
- type: JavaScriptSDK
  url: https://github.com/Unstructured-IO/unstructured-js-client
- type: MCPServer
  url: https://github.com/Unstructured-IO/UNS-MCP
- type: Plans
  url: plans/unstructured-plans-pricing.yml
- type: RateLimits
  url: rate-limits/unstructured-rate-limits.yml
- type: FinOps
  url: finops/unstructured-finops.yml
- type: Vocabulary
  url: https://raw.githubusercontent.com/api-evangelist/unstructured/refs/heads/main/vocabulary/unstructured-vocabulary.yml
- type: JSONSchema
  url: https://raw.githubusercontent.com/api-evangelist/unstructured/refs/heads/main/json-schema/unstructured-schemas.json
- type: JSONLDContext
  url: https://raw.githubusercontent.com/api-evangelist/unstructured/refs/heads/main/json-ld/unstructured-context.jsonld
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

Unstructured API — frequently asked questions

Does Unstructured have an API?

Yes. APIs.io lists 9 APIs from Unstructured, including Unstructured Channels API, Unstructured Destinations API and Unstructured General API, and 6 more.

Is there an OpenAPI specification for the Unstructured API?

Yes. APIs.io indexes 9 OpenAPI specifications for Unstructured, each linked for download from this page.

How do I authenticate with the Unstructured API?

Unstructured uses bearer-token authentication (apiKey · 1 scheme). The details are profiled on APIs.io as Unstructured Authentication.

How much does the Unstructured API cost?

APIs.io lists 3 pricing plans for Unstructured, with each plan's price, limits and inclusions under Pricing on this page.

Does Unstructured have an MCP server?

Yes. APIs.io lists 1 MCP server for Unstructured.

Is the Unstructured API ready for AI agents?

Unstructured has a Kin Score of 35.5 out of 100 (thin) and an Agent Readiness score of 29.0 (agent-ready), scored by API Evangelist on 2026-11-06.

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 →

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