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 is listed with 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 23 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

45.0/100 developing ▬ flat Agent 14/100 agent aware Front door AI 6/6 dominant Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

1 API 1 MCP Servers

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

Kin Score

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

Composite quality — 45.0/100 · developing

Contract Quality 0.0 / 21

Developer Ergonomics 12.1 / 17

Access Clarity 13.4 / 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

Pagination 5 / 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 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/.

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Agent readiness — checks not met, largest first (exact, from this profile):

Machine-Readable Contract +18 pts — api_specs includes an OpenAPI document
Agentic Access Contract +10 pts — agentic_access artifact present (x-agentic-access), graded by author
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
Rate-Limit Signaling +7 pts — OpenAPI responses document X-RateLimit-* / RateLimit headers (verified), else a rate_limits artifact or RateLimits link (documented)
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link

10 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Contract Quality scores 0.0 — up to +25.0 composite points
Contract Governance scores 18.2 — up to +9.8 composite points
Operational Transparency scores 26.3 — up to +9.6 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/toucantoco/apis.yml: open an issue on github.com/api-evangelist/toucantoco 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
Business Intelligence, Analytics and Visualization	builds-on	36.4	-	-

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 1

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.

Model Context Protocol (MCP)

measured — observed by APIs.io (verified)

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

Remote MCP server at toucanai.cloud over HTTP; 1 tool listed.

MCP SERVER

Toucan Toco API pricing

Prices published by Toucan Toco, read 2026-10-07 from www.toucantoco.com/en/plans.

Plan	Price
Start with Toucan	€890/month Includes: Deploy unlimited embedded analytics, dashboards and web apps
Pack Start	Know More Includes: 2 builders, 20 Internal Users, Up to 10 Client Users, unlimited embedded dashboards, Generic Help De
Pack Grow	Know More Includes: 5 builders, 50 Internal Users, Up to 100 Client Users, Full White Label, Embed SDK, Dedicated CSM, O
Pack Scale	Know More Includes: 10 builders, 100 Internal Users, Up to 1000 Clients Users, Self-Service capabilities, VIP Support, O
Enterprise	Know More Includes: On demand builders, unlimited deployment, custom architecture, Unlimited Onboarding Sessions
Add-on: Onboarding Sessions	Onboarding Sessions - 500€/session
Add-on: Dedicated Custom Professional Service	Dedicated Custom Professional Service 4 Days - 3K€

Plan details, limits and sources →

Billed by: session · FinOps profile →

Pricing Plans 2

Published pricing tiers and plan structures.

Toucantoco Plans Pricing

7 plans

PLANS

Toucantoco Price Estimates

0 plans

PLANS

Service Levels 1

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

Toucan Toco

SLA

FinOps 1

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

Toucantoco Finops

FINOPS

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 4

Pricing, plans, and the legal terms of use

Plans

Pricing

TermsOfService

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: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: high
  source:
  - plans
  - authentication
  - security
  - sandbox
  generated: '2026-11-06'
  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: Plans
  url: plans/toucantoco-plans-pricing.yml
- 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

Toucan Toco API — frequently asked questions

Does Toucan Toco have an API?

Yes. APIs.io lists 1 API from Toucan Toco, including Toucan AI Platform API.

How do I authenticate with the Toucan Toco API?

Toucan Toco uses bearer-token authentication (apiKey/oauth2/http · 0 schemes). The details are profiled on APIs.io as Toucantoco Authentication.

How much does the Toucan Toco API cost?

Toucan Toco publishes its prices; its Start with Toucan plan is €890/month as of 2026-10-07. APIs.io lists 7 pricing plans for Toucan Toco, with each plan's price, limits and inclusions under Pricing on this page.

Does Toucan Toco have an MCP server?

Yes. APIs.io lists 1 MCP server for Toucan Toco: Remote MCP server at toucanai.cloud over HTTP; 1 tool listed.

Is the Toucan Toco API ready for AI agents?

Toucan Toco has a Kin Score of 45.0 out of 100 (developing) and an Agent Readiness score of 14.0 (agent-aware), scored by API Evangelist on 2026-11-06.

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