.txt website screenshot

.txt

.txt (dottxt) is the structured-generation company behind the open-source Outlines library (65M+ downloads). Its hosted platform, the dottxt API at api.dottxt.ai, is an OpenAI-compatible pay-per-token API whose defining contract is schema enforcement: a JSON Schema passed in response_format is compiled and enforced by constrained decoding, so model outputs are guaranteed valid — including field-by-field RFC 6902 JSON Patch streaming, Open Responses support, embeddings, and JSONL batch processing. Founded by the Outlines maintainers and backed by Seedcamp; inference is operated with launch partner Doubleword.

.txt publishes 6 APIs on the APIs.io network, including batches API, chat API, embeddings API, and 3 more. Tagged areas include Company, Artificial Intelligence, LLM, Structured Outputs, and JSON-Schema.

.txt’s developer surface includes documentation, API reference, getting-started guide, signup flow, engineering blog, support, CLI, and 19 more developer resources.

38.5/100 thin ▬ flat Agent 35/100 agent ready saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0
1 APIs
CompanyArtificial IntelligenceLLMStructured OutputsJSON-SchemaInferenceDeveloper ToolsMachine-Learning

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0
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/txt: 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 6

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

.txt batches API

Process large volumes of requests asynchronously. Batch processing is ideal when you: - Have many requests that don't need immediate responses - Want to process data in bulk (e....

.txt chat API

Create model responses for chat conversations. Supports: - **Multi-turn dialogue** with conversation history - **System prompts** to control model behavior - **Tool calling** fo...

.txt embeddings API

Generate vector representations of text. Use embeddings for: - **Semantic search** - find content by meaning, not just keywords - **Clustering** - group similar documents togeth...

.txt files API

Upload and manage JSONL files for batch processing. Each line in the file should be a JSON object with: - `custom_id` - your identifier for tracking the request - `method` - HTT...

.txt models API

List and retrieve information about available models. Use these endpoints to discover which models you have access to and their capabilities.

.txt responses-api API

Create model responses with enhanced capabilities. Open Responses compatible endpoint providing advanced features: - **Reasoning models** - Control computational effort with `re...

Open Collections 7

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

API Collection

OPEN COLLECTION

dottxt batches API

OPEN COLLECTION

dottxt batches chat API

OPEN COLLECTION

dottxt batches files API

OPEN COLLECTION

dottxt batches models API

OPEN COLLECTION

Scroll for all 7

Security Posture 2

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

Txt Authentication

http-bearer · 1 scheme

SECURITY

Txt Domain Security

TLSv1.3 · HSTS · DNSSEC · DMARC

SECURITY

Agentic Access 1

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

Txt Agentic Access

20 operations · 10 acting

20 operations · 10 acting

AGENTIC

Resources

Get Started 2

Portal, sign-up, and the first successful call

Documentation 2

Reference material describing how the API behaves

Agent Surfaces 5

MCP servers, agent skills, and machine-readable catalogs

Design & Contract 5

Pagination, idempotency, versioning, errors, and events

Build 4

SDKs, sample code, and the tooling you integrate with

Access & Security 2

Authentication, authorization, and security posture

Operate 2

Status, limits, changes, and where to get help

Commercial 1

Pricing, plans, and the legal terms of use

Company 2

The organization behind the API

Other 1

Properties that don't map to a standard resource type

Source (apis.yml)

apis.yml Raw ↑
aid: txt
name: .txt
description: '.txt (dottxt) is the structured-generation company behind the open-source Outlines library (65M+ downloads).
  Its hosted platform, the dottxt API at api.dottxt.ai, is an OpenAI-compatible pay-per-token API whose defining contract
  is schema enforcement: a JSON Schema passed in response_format is compiled and enforced by constrained decoding, so model
  outputs are guaranteed valid — including field-by-field RFC 6902 JSON Patch streaming, Open Responses support, embeddings,
  and JSONL batch processing. Founded by the Outlines maintainers and backed by Seedcamp; inference is operated with launch
  partner Doubleword.'
url: https://raw.githubusercontent.com/api-evangelist/txt/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- seedcamp
x-tier: stub
x-tier-reason: portfolio-lead
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: unknown
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Unknown
  confidence: low
  source:
  - authentication
  - security
  generated: '2026-09-03'
  method: derived
specificationVersion: '0.23'
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 21
  pass: local-v1
created: '2026-07-17'
modified: '2026-07-21'
image: https://cdn.sanity.io/images/z84vkf2c/production/f496d7868262fbf26f71782579181541f75b45b5-100x50.svg
tags:
- Company
- Artificial Intelligence
- LLM
- Structured Outputs
- JSON-Schema
- Inference
- Developer Tools
- Machine-Learning
tags_raw:
- Company
- Artificial Intelligence
- LLM
- Structured Outputs
- JSON Schema
- Inference
- Developer Tools
- Machine Learning
apis:
- aid: txt:txt-batches-api
  name: .txt batches API
  description: 'Process large volumes of requests asynchronously.


    Batch processing is ideal when you:

    - Have many requests that don''t need immediate responses

    - Want to process data in bulk (e.g., embeddings for a document corpus)

    - Are running offline evaluations or data pipelines


    Choose your completion window: 1 hour or 24 hours. You can track progress, cancel in-flight batches, and retry failed
    requests.


    [Getting started with the Batch API →](https://docs.doubleword.ai/batches/getting-started-with-batched-api)'
  humanURL: https://docs.dottxt.ai/api/overview
  baseURL: https://api.dottxt.ai/v1
  tags:
  - Batches
  tags_raw:
  - batches
  properties:
  - type: OpenAPI
    url: openapi/txt-batches-api-openapi.yml
  - type: Documentation
    url: https://docs.dottxt.ai/api/overview
  - type: APIReference
    url: https://docs.dottxt.ai/api/chat-completions
- aid: txt:txt-chat-api
  name: .txt chat API
  description: 'Create model responses for chat conversations.


    Supports:

    - **Multi-turn dialogue** with conversation history

    - **System prompts** to control model behavior

    - **Tool calling** for function execution and structured outputs

    - **Streaming** for real-time token delivery

    - **Sampling parameters** like temperature, top_p, and frequency penalties'
  humanURL: https://docs.dottxt.ai/api/overview
  baseURL: https://api.dottxt.ai/v1
  tags:
  - Chat
  tags_raw:
  - chat
  properties:
  - type: OpenAPI
    url: openapi/txt-chat-api-openapi.yml
  - type: Documentation
    url: https://docs.dottxt.ai/api/overview
  - type: APIReference
    url: https://docs.dottxt.ai/api/chat-completions
- aid: txt:txt-embeddings-api
  name: .txt embeddings API
  description: 'Generate vector representations of text.


    Use embeddings for:

    - **Semantic search** - find content by meaning, not just keywords

    - **Clustering** - group similar documents together

    - **Classification** - categorize text based on similarity to examples

    - **Recommendations** - suggest related content'
  humanURL: https://docs.dottxt.ai/api/overview
  baseURL: https://api.dottxt.ai/v1
  tags:
  - Embeddings
  tags_raw:
  - embeddings
  properties:
  - type: OpenAPI
    url: openapi/txt-embeddings-api-openapi.yml
  - type: Documentation
    url: https://docs.dottxt.ai/api/overview
  - type: APIReference
    url: https://docs.dottxt.ai/api/chat-completions
- aid: txt:txt-files-api
  name: .txt files API
  description: 'Upload and manage JSONL files for batch processing.


    Each line in the file should be a JSON object with:

    - `custom_id` - your identifier for tracking the request

    - `method` - HTTP method (POST)

    - `url` - endpoint path (e.g., `/v1/chat/completions`)

    - `body` - the request payload


    [Learn more about the JSONL file format →](https://docs.doubleword.ai/batches/jsonl-files)'
  humanURL: https://docs.dottxt.ai/api/overview
  baseURL: https://api.dottxt.ai/v1
  tags:
  - File
  tags_raw:
  - files
  properties:
  - type: OpenAPI
    url: openapi/txt-files-api-openapi.yml
  - type: Documentation
    url: https://docs.dottxt.ai/api/overview
  - type: APIReference
    url: https://docs.dottxt.ai/api/chat-completions
- aid: txt:txt-models-api
  name: .txt models API
  description: 'List and retrieve information about available models.


    Use these endpoints to discover which models you have access to and their capabilities.'
  humanURL: https://docs.dottxt.ai/api/overview
  baseURL: https://api.dottxt.ai/v1
  tags:
  - Models
  tags_raw:
  - models
  properties:
  - type: OpenAPI
    url: openapi/txt-models-api-openapi.yml
  - type: Documentation
    url: https://docs.dottxt.ai/api/overview
  - type: APIReference
    url: https://docs.dottxt.ai/api/chat-completions
- aid: txt:txt-responses-api-api
  name: .txt responses-api API
  description: 'Create model responses with enhanced capabilities.


    Open Responses compatible endpoint providing advanced features:


    - **Reasoning models** - Control computational effort with `reasoning` parameter

    - **Stateful conversations** - Maintain context across turns with `previous_response_id`

    - **Flexible input** - Use simple strings or full message arrays

    - **Text output configuration** - Structured outputs via `text` parameter

    - **Context management** - Handle overflow with `truncation` parameter


    [Open Responses API Reference →](https://www.openresponses.org/reference)'
  humanURL: https://docs.dottxt.ai/api/overview
  baseURL: https://api.dottxt.ai/v1
  tags:
  - Responses API
  tags_raw:
  - responses-api
  properties:
  - type: OpenAPI
    url: openapi/txt-responses-api-api-openapi.yml
  - type: Documentation
    url: https://docs.dottxt.ai/api/overview
  - type: APIReference
    url: https://docs.dottxt.ai/api/chat-completions
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Overlay
  url: overlays/txt-dottxt-overlay.yaml
- type: Website
  url: https://dottxt.ai
- type: Documentation
  url: https://docs.dottxt.ai
- type: APIReference
  url: https://docs.dottxt.ai/api/overview
- type: GettingStarted
  url: https://docs.dottxt.ai/quickstart
- type: SignUp
  url: https://h1xbpbfsf0w.typeform.com/to/fwQNWmS8
- type: Blog
  url: https://blog.dottxt.ai/
- type: GitHubOrganization
  url: https://github.com/dottxt-ai
- type: Support
  url: https://discord.gg/ErZ8XnCmkQ
- type: PrivacyPolicy
  url: https://dottxt.ai/privacy-policy
- type: LLMsTxt
  url: llms/txt-llms.txt
- type: Packages
  url: packages/txt-packages.yml
- type: SDKs
  url: packages/txt-packages.yml
- type: CLI
  url: cli/txt-cli.yml
- type: WellKnown
  url: well-known/txt-well-known.yml
- type: X-MCPServerCandidate
  url: mcp/txt-mcp.yml
  note: 'Renamed from MCPServer 2026-09-03 (roadmap#247): the manifest self-describes as status: candidate — a tool list derived
    from the published API contracts, not an existing server. The scorer already read the manifest and reported mcp_server
    correctly; the MCPServer type was crediting the artifact-type surfaces with a server that does not exist.'
- type: Conformance
  url: conformance/txt-conformance.yml
- type: ErrorCatalog
  url: errors/txt-problem-types.yml
- type: Lifecycle
  url: lifecycle/txt-lifecycle.yml
- type: ChangeLog
  url: changelog/txt-changelog.yml
- type: Authentication
  url: authentication/txt-authentication.yml
- type: Conventions
  url: conventions/txt-conventions.yml
- type: DataModel
  url: data-model/txt-data-model.yml
- type: AgentSkill
  url: skills/_index.yml
- type: AgenticAccess
  url: agentic-access/txt-agentic-access.yml
- type: DomainSecurity
  url: security/txt-domain-security.yml

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 →

Call it yourself

curl for this page
This provider
curl "https://apis.io/api/v1/providers/txt"
All providers
curl "https://apis.io/api/v1/providers?limit=25"
Every operation they expose
curl "https://apis.io/api/v1/providers/txt/operations?limit=25"
How their score was established
curl "https://apis.io/api/v1/providers/txt/evidence"

Discovery needs no key. Ratings and market analysis are Pro.

Get an API key

Free tier, no form to fill in. Signing in shares your email address with us — we store it to create your key and to recognise you if you sign in with another provider. See our Privacy Policy and Terms.

A second provider on the same verified email joins the account you already have.