Toucan Toco

Toucan Toco is a Paris-founded embedded analytics and data storytelling platform used by ISVs and SaaS products to ship white-label, customer-facing dashboards and conversational analytics without building BI infrastructure in-house. Its current-generation Toucan AI cloud (toucanai.cloud) pairs guided dashboards and a semantic layer with an AI analytics assistant, embeds via framework-agnostic web components (tc-dashboard, tc-ai-assistant), authenticates embeds with server-side generated JWT tokens carrying row-level-security attributes, and exposes its typed analytics tools to any MCP-compatible agent at toucanai.cloud/api/mcp. Trusted by 350+ companies; backed by Balderton Capital.

Toucan Toco publishes 1 API on the APIs.io network. Tagged areas include Analytics, Business Intelligence, Embedded Analytics, Data Visualization, and Data Storytelling.

Toucan Toco’s developer surface includes documentation, API reference, getting-started guide, support, engineering blog, pricing, signup flow, and 22 more developer resources.

🌐 Visit website 📡 Source on GitHub

37.0/100 thin ▬ flat Agent 14/100 agent aware Front door AI 6/6 dominant saas Full breakdown ↓
scored 2026-09-25 · rubric v0.23.0

AccessSelf serve

1 APIs 1 MCP Servers

Analytics Business Intelligence Embedded Analytics Data Visualization Data Storytelling Dashboards Artificial Intelligence

Kin Score

Kin Score How this is scored →
scored 2026-09-25 · rubric v0.23.0

Composite quality — 37.0/100 · thin

Contract Quality 0.0 / 21

Developer Ergonomics 12.1 / 17

Access Clarity 6.7 / 17

Operational Transparency 2.9 / 11

Contract Governance 1.9 / 10

Discoverability 6.4 / 9

Regulatory Posture 4.1 / 15

Agent readiness — 14/100 · agent aware

Machine-Readable Contract 0 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 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 0 / 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

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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

The six quality facets above are damped to 85 points between them, because the conditional facet above carries the other 15. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 85% 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/toucantoco: 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 1

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

Toucan AI Platform API

The developer surface of the Toucan AI cloud - server-side token generation (POST /embed/generate-token with an x-api-key header), embed delivery via web components loaded from ...

MCP Servers 1

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

Toucan Toco MCP Server

MCP SERVER

Security Posture 2

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

Toucantoco Authentication

apiKey/oauth2/http · 0 schemes

SECURITY

Toucantoco Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Resources

Get Started 4

Portal, sign-up, and the first successful call

DeveloperPortal

GettingStarted

SignUp

Sandbox

Documentation 4

Reference material describing how the API behaves

Documentation

Documentation

Documentation

APIReference

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

MCPServer

MCPServer

LLMsTxt

LLMsTxt

LLMsTxt

LLMsTxt

Design & Contract 4

Pagination, idempotency, versioning, errors, and events

Lifecycle

Conformance

ErrorCatalog

Components

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

SDKs

SDKs

Access & Security 3

Authentication, authorization, and security posture

Authentication

Authentication

Compliance

Compliance

DomainSecurity

DomainSecurity

Operate 3

Status, limits, changes, and where to get help

Support

Support

StatusPage

StatusPage

ChangeLog

ChangeLog

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

Source (apis.yml)

aid: toucantoco
name: Toucan Toco
description: Toucan Toco is a Paris-founded embedded analytics and data storytelling platform used by ISVs and SaaS products
  to ship white-label, customer-facing dashboards and conversational analytics without building BI infrastructure in-house.
  Its current-generation Toucan AI cloud (toucanai.cloud) pairs guided dashboards and a semantic layer with an AI analytics
  assistant, embeds via framework-agnostic web components (tc-dashboard, tc-ai-assistant), authenticates embeds with server-side
  generated JWT tokens carrying row-level-security attributes, and exposes its typed analytics tools to any MCP-compatible
  agent at toucanai.cloud/api/mcp. Trusted by 350+ companies; backed by Balderton Capital.
url: https://raw.githubusercontent.com/api-evangelist/toucantoco/refs/heads/main/apis.yml
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - 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
image: https://www.toucantoco.com/hubfs/Embedded%20Analytics%20your%20users%20will%20love!.png
x-type: company
x-source: vc-portfolio
x-backed-by:
- balderton-capital
x-enrichment:
  date: '2026-07-21'
  status: enriched
  artifacts_added: 13
  pass: local-v1
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-21'
tags:
- Analytics
- Business Intelligence
- Embedded Analytics
- Data Visualization
- Data Storytelling
- Dashboards
- Artificial Intelligence
tags_raw:
- Analytics
- Business Intelligence
- Embedded Analytics
- Data Visualization
- Data Storytelling
- Dashboards
- AI
apis:
- name: Toucan AI Platform API
  description: The developer surface of the Toucan AI cloud - server-side token generation (POST /embed/generate-token with
    an x-api-key header), embed delivery via web components loaded from /embed/embed.js, and an MCP endpoint (POST /api/mcp,
    bearer-token authenticated) exposing the platform's typed analytics tools (explore, query, visualize, explain) to AI agents.
    Reference docs also cover the data-steps transformation DSL used in chart queries.
  humanURL: https://docs.toucanai.cloud/references/apis
  baseURL: https://toucanai.cloud
  tags:
  - Analytics
  - Embedded Analytics
  - Artificial Intelligence
  tags_raw:
  - Analytics
  - Embedded Analytics
  - AI
  properties:
  - type: Documentation
    url: https://docs.toucanai.cloud/
  - type: APIReference
    url: https://docs.toucanai.cloud/references/apis
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: Website
  url: https://toucantoco.com/
- type: DeveloperPortal
  url: https://docs.toucanai.cloud/
- type: Documentation
  url: https://docs.toucanai.cloud/
- type: Documentation
  name: Toucan 3.0 documentation
  url: https://docs-v3.toucantoco.com/
- type: Documentation
  name: Long Term Support documentation
  url: https://docs.toucantoco.com/
- type: APIReference
  url: https://docs.toucanai.cloud/references/apis
- type: GettingStarted
  url: https://docs.toucanai.cloud/getting-started/quick-start
- type: Support
  url: https://www.toucantoco.com/en/help.html
- type: Blog
  url: https://www.toucantoco.com/en/blog
- type: GitHubOrganization
  url: https://github.com/ToucanToco
- type: Pricing
  url: https://www.toucantoco.com/en/plans
- type: SignUp
  url: https://toucanai.cloud/auth/sign-up
- type: TermsOfService
  url: https://www.toucantoco.com/en/legal-services-saas
- type: PrivacyPolicy
  url: https://www.toucantoco.com/en/legal-information.html
- type: StatusPage
  url: https://status.toucantoco.com/
- type: ChangeLog
  url: changelog/toucantoco-changelog.yml
- type: Lifecycle
  url: lifecycle/toucantoco-lifecycle.yml
- type: Authentication
  url: authentication/toucantoco-authentication.yml
- type: Sandbox
  url: sandbox/toucantoco-sandbox.yml
- type: MCPServer
  url: mcp/toucantoco-mcp.yml
- type: LLMsTxt
  name: Toucan 3.0 llms.txt (docs-v3.toucantoco.com)
  url: llms/toucantoco-llms.txt
- type: LLMsTxt
  name: Toucan AI llms.txt (docs.toucanai.cloud)
  url: llms/toucantoco-toucanai-llms.txt
- type: Packages
  url: packages/toucantoco-packages.yml
- type: SDKs
  url: packages/toucantoco-packages.yml
- type: Conformance
  url: conformance/toucantoco-conformance.yml
- type: Compliance
  url: https://www.toucantoco.com/en/product/govern-secure
- type: ErrorCatalog
  url: errors/toucantoco-error-codes.yml
- type: Components
  url: components/toucantoco-components.yml
- type: DomainSecurity
  url: security/toucantoco-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/toucantoco"

All providers

curl "https://apis.io/api/v1/providers?limit=25"

Every operation they expose

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

How their score was established

curl "https://apis.io/api/v1/providers/toucantoco/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.

GitHub Google LinkedIn

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