Treasure Data
Treasure Data — rebranded Treasure AI in April 2026 — is an enterprise customer data platform that unifies first-party customer data and activates it across marketing, service and AI agent workloads. It publishes eight OpenAPI descriptions covering 405 operations: the Treasure Data API v3 for databases, tables, query jobs, schedules and access control; the CDP (Audience) API for parent segments, segments, journeys, funnels, predictive segments and activations; the LLM API for AI agents, chats and knowledge bases; Treasure Workflow for Digdag orchestration; a Data Warehouse Integration API for Snowflake and Databricks; the Personalization Service for real-time offers; and Postback v1 and v2 for event ingestion. Queries run on Trino/Presto and Hive. An official MCP server exposes 23 tools over stdio and the documentation site serves a live remote MCP endpoint.
Reference-quality API operations across every facet — a rich contract, published governance, transparent operations, and machine-readable commercial terms.
API Evangelist profiles Treasure Data the way a machine reads it — 97 machine-readable artifacts across 7 APIs, pulled from the provider's own public surface and indexed so a developer, an analyst, or an AI agent can evaluate it against every other provider on the network.
Every provider in the network is reduced to the same set of machine-readable artifacts — OpenAPI contracts, event specifications, GraphQL schemas, runnable collections, pricing and rate-limit signals, security posture, OAuth scopes, and the agent surfaces (MCP servers and skills) that let software drive the API on its own. We profile them because the interface is the part of a company you can actually inspect: it is a truer signal of what a provider does than any marketing page. From those artifacts we compute the Kin Score — Treasure Data scores 74.3/100 (exemplar), with a separate agent-readiness read of 50/100 (agent native). The full breakdown is below, followed by every artifact we hold — each card links through to its machine-readable definition on apis.io.
Kin Score
This is the API Evangelist rating — a single, repeatable read computed from the artifacts on this page. Green fill is points earned; the red track is points possible, so every bar shows earned-versus-possible at a glance. Every facet and dimension name is a link: it opens that measurement's page on APIs.io, where the rating runs across the whole catalog — the exact checks that feed it, how every profiled provider distributes on it, and who is at the top of it.
Kin Score
How this is scored →scored 2026-09-08 · rubric v0.20.0
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How we profile Treasure Data
Each block below is one kind of artifact we hold for Treasure Data. For each we say what it is and why it earns a place in the profile, then list every one we've indexed — capped at two rows, scroll within the panel for the rest.
APIs 67
Each API is captured as its own OpenAPI definition — every operation, parameter, and response. This is the single most useful machine-readable description of what an API does, and it's what lets us score, lint, mock, and generate against it without asking the provider for anything.
Individual APIs this provider publishes, each with its own machine-readable definition.
Treasure Data Bulk Loads API
REST API for configuring and managing bulk load sessions that import data from external sources into Treasure Data.
Treasure Data User API
REST API for managing users, access control, and authentication within a Treasure Data account.
Treasure Data System API
REST API for checking server health and infrastructure status of the Treasure Data platform.
Treasure Data Postback API
JSON-based event ingestion API for submitting data records to Treasure Data from systems that cannot use the JavaScript SDK.
Treasure Workflow API
REST API for orchestrating and automating data workflows within the Treasure Data platform using Digdag-based workflow engine.
Treasure Data Bulk Import API
Bulk data import sessions
Treasure Data Bulk Loads API
Bulk load sessions from external sources
Treasure Data Connectors API
Manage output connectors
Treasure Data Databases API
Manage Treasure Data databases
Treasure Data Jobs API
Submit and manage query jobs
Treasure Data SSO API
Identity federation and SSO settings
Treasure Data System API
System health and status
Treasure Data Tables API
Manage tables within databases
Treasure Data Users API
User management
Treasure Workflow API
Treasure Workflow — the Digdag-based orchestration API. 43 operations over projects, workflow definitions, revisions, schedules, sessions, attempts, tasks, logs, secrets and res...
Treasure Data Postback API
JSON event ingestion endpoint used by the JavaScript, iOS, Android, React Native and Cordova SDKs for small, frequent payloads.
Treasure Data MCP Servers
Two Model Context Protocol servers — the official @treasuredata/mcp-server (23 tools, local stdio, public preview) and a live remote documentation MCP endpoint on the docs host ...
Treasure Data Access Control - Permissions API
The Access Control - Permissions API from Treasure Data — 2 operation(s) for access control - permissions.
Treasure Data Access Control - Policies API
The Access Control - Policies API from Treasure Data — 5 operation(s) for access control - policies.
Treasure Data Access Control - Policy Groups API
The Access Control - Policy Groups API from Treasure Data — 3 operation(s) for access control - policy groups.
Treasure Data Access Control - Users API
The Access Control - Users API from Treasure Data — 6 operation(s) for access control - users.
Treasure Data Action API
The Action API from Treasure Data — 2 operation(s) for action.
Treasure Data Activation Templates API
Marketers find creating an activation challenging because they have to enter technical information they might not understand, which can lead to activations failing due to miscon...
Treasure Data Activations API
Activation is the process that allows marketers to personalize communication to users interested in your brand.
- **Funnel activation** — Create a funnel acti...
Treasure Data Agent API
The Agent API from Treasure Data — 2 operation(s) for agent.
Treasure Data Agent Schedule API
The AgentSchedule API from Treasure Data — 4 operation(s) for agentschedule.
Treasure Data Artifact API
The Artifact API from Treasure Data — 1 operation(s) for artifact.
Treasure Data Attempt API
The Attempt API from Treasure Data — 5 operation(s) for attempt.
Treasure Data Chat API
The Chat API from Treasure Data — 5 operation(s) for chat.
Treasure Data Chat Attachment API
The ChatAttachment API from Treasure Data — 2 operation(s) for chatattachment.
Treasure Data Chat Interface API
The ChatInterface API from Treasure Data — 2 operation(s) for chatinterface.
Treasure Data Connections API
The Connections API from Treasure Data — 5 operation(s) for connections.
Treasure Data Data Connector Restrictions API
The Data Connector Restrictions API from Treasure Data — 1 operation(s) for data connector restrictions.
Treasure Data Dwh API
The Dwh API from Treasure Data — 6 operation(s) for dwh.
Treasure Data Folders API
Folders are containers in which you can organize information. Nested folders offer flexible organization controls. Large volumes of data and application assets can be organized ...
Treasure Data Form Interface API
The FormInterface API from Treasure Data — 2 operation(s) for forminterface.
Treasure Data Funnels API
One of the challenges of targeting customers with relevant campaigns is understanding where they are in their customer journey. Many organizations use the traditional marketing ...
Treasure Data Guess API
The Guess API from Treasure Data — 1 operation(s) for guess.
Treasure Data Image Generator API
The ImageGenerator API from Treasure Data — 2 operation(s) for imagegenerator.
Treasure Data Integration API
The Integration API from Treasure Data — 2 operation(s) for integration.
Treasure Data Journeys API
In Audience Studio, a journey represents a timeline of events that can help you motivate a customer’s behavior about your product. After marketers create journey stages, they ca...
Treasure Data Knowledge Base API
The KnowledgeBase API from Treasure Data — 3 operation(s) for knowledgebase.
Treasure Data Log API
The Log API from Treasure Data — 2 operation(s) for log.
Treasure Data Parent Segment Configurations API
Defining a data model for customer data is done by defining parent segments. Parent segments give you an ability to build a single view of a customer, including capturing all in...
Treasure Data Parent Segments API
After you have created the parent segment, you can view data about the parent segment, such as details about a single segment, audience data, the list of segment folders it cont...
Treasure Data Personalization Service API
The Personalization Service API from Treasure Data — 1 operation(s) for personalization service.
Treasure Data Plazma Query Tool API
The PlazmaQueryTool API from Treasure Data — 2 operation(s) for plazmaquerytool.
Treasure Data Policy Group Tags API
The Policy Group Tags API from Treasure Data — 2 operation(s) for policy group tags.
Treasure Data Pool API
The Pool API from Treasure Data — 4 operation(s) for pool.
Treasure Data Predictive Segments API
Using Treasure Data’s predictive scoring model, based on predictive segments, marketers can predict profile behavior such as who is likely to churn, purchase, click, or convert ...
Treasure Data Presentation Artifact Tool API
The PresentationArtifactTool API from Treasure Data — 2 operation(s) for presentationartifacttool.
Treasure Data Project API
The Project API from Treasure Data — 10 operation(s) for project.
Treasure Data Prompt API
The Prompt API from Treasure Data — 2 operation(s) for prompt.
Treasure Data Realtime Journeys API
The Realtime Journeys API from Treasure Data — 21 operation(s) for realtime journeys.
Treasure Data Realtime Personalization API
The Realtime Personalization API from Treasure Data — 7 operation(s) for realtime personalization.
Treasure Data Schedule API
The Schedule API from Treasure Data — 6 operation(s) for schedule.
Treasure Data Schedules API
The Schedules API from Treasure Data — 6 operation(s) for schedules.
Treasure Data Segments API
In marketing, a segment is a container that groups profiles (usually people) who share one or more common characteristics. In Treasure Data, the parent segment is your total pop...
Treasure Data Session API
The Session API from Treasure Data — 3 operation(s) for session.
Treasure Data Text Knowledge Base API
The TextKnowledgeBase API from Treasure Data — 2 operation(s) for textknowledgebase.
Treasure Data Text Resource API
The TextResource API from Treasure Data — 2 operation(s) for textresource.
Treasure Data Tokens API
The Profiles API Token enables your ability to increase personalized content based on detailed customer information. This REST API returns customer data in real-time and updates...
Treasure Data Tool Target API
The ToolTarget API from Treasure Data — 2 operation(s) for tooltarget.
Treasure Data User API
The User API from Treasure Data — 2 operation(s) for user.
Treasure Data Util API
The Util API from Treasure Data — 1 operation(s) for util.
Treasure Data Web Search Tool API
The WebSearchTool API from Treasure Data — 2 operation(s) for websearchtool.
Treasure Data Workflow Executor API
The WorkflowExecutor API from Treasure Data — 1 operation(s) for workflowexecutor.
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Open Collections 10
Open, tool-agnostic collections carry the same runnable value as Postman without locking you to one client — the portable, forkable form of the same exercise.
Open, tool-agnostic API collections (OpenAPI-derived and Bruno).
API Collection
OPEN COLLECTIONTreasure Data TD Bulk Import API
OPEN COLLECTIONTreasure Data TD Bulk Import Bulk Loads API
OPEN COLLECTIONTreasure Data TD Bulk Import Connectors API
OPEN COLLECTIONTreasure Data TD Bulk Import Databases API
OPEN COLLECTIONTreasure Data TD Bulk Import Jobs API
OPEN COLLECTIONTreasure Data TD Bulk Import SSO API
OPEN COLLECTIONTreasure Data TD Bulk Import System API
OPEN COLLECTIONTreasure Data TD Bulk Import Tables API
OPEN COLLECTIONTreasure Data TD Bulk Import Users API
OPEN COLLECTIONScroll within the panel for all 10 ·
MCP Servers 1
Model Context Protocol servers expose these APIs directly to AI agents. We profile them because agent-native access is the fastest-growing way this provider's capabilities actually get used.
Model Context Protocol servers that expose these APIs to AI agents.
Treasure Data MCP Servers
Treasure Data ships two distinct Model Context Protocol servers. The official product server, @treasuredata/mcp-server, is a local stdio server run with npx that exposes 23 tool...
MCP SERVERPricing Plans 1
Pricing is part of the interface. Machine-readable plans tell you what a tier costs and includes before you commit — one of the things the Kin Score reads for access clarity — renamed from commercial clarity in rubric 0.12, because a free statutory interface has access terms and no commercial ones.
Published pricing tiers and plan structures.
Rate Limits 1
Rate limits are the difference between a demo that works and a production integration that doesn't fall over. Publishing them is an operational-transparency signal — and a hard requirement for any agent that plans its own throughput.
Documented rate limits and quota policies.
Treasure Data Rate Limits
RATE LIMITSFinOps 1
Cost, billing, and metering signals let a buyer model the financial operations of an API before it's live. We profile them for the same reason we profile pricing: the money is part of the contract.
Cost, billing, and metering signals for API financial operations.
Treasure Data Finops
FINOPSEvent Specifications 1
Not every API is request/response. AsyncAPI describes the event-driven and streaming side — the webhooks and channels — so the asynchronous half of the interface is documented the same way the synchronous half is.
AsyncAPI definitions for this provider's event-driven and streaming APIs.
Treasure Data Webhooks
ASYNCAPISemantic Vocabularies 1
JSON-LD contexts give the data shared meaning across APIs. We profile them because semantics are what let a machine reconcile 'customer' here with 'customer' somewhere else.
JSON-LD contexts and semantic vocabularies used across these APIs.
Treasure Data Context
JSON-LDSpectral Rules 1
Governance rulesets we run against this provider's specs — the automated checks behind parts of the score. Profiling them makes the quality bar explicit and re-runnable, not a matter of opinion.
Treasure Data API Rules
SPECTRALJSON Schema 4
Standalone JSON Schema definitions describe the data models behind the API. We profile them so the shapes are validatable on their own — useful long after a single request is forgotten.
Standalone JSON Schema definitions for this provider's data models.
Examples 4
Real request and response payloads are what turn a spec from abstract into obvious — and they're one of the twelve things an agent needs to call an API correctly on the first try.
Example request and response payloads for these APIs.
Bulk Import Session
EXAMPLEIssue Job Response
EXAMPLEList Databases Response
EXAMPLEUser List Response
EXAMPLESecurity Posture 3
Authentication, domain security, vulnerability disclosure, and trust-center signals — the evidence that a provider takes security seriously enough to document it. We profile it because you can't govern what you can't see.
Authentication, domain security, vulnerability disclosure, and trust-center signals.
Scopes 1
OAuth scopes are the vocabulary of least-privilege access. Profiling them shows exactly what an integration — or an agent acting on a user's behalf — is allowed to do.
OAuth scopes governing access to this provider's APIs.
Agentic Access 1
An x-agentic-access contract marks which operations are safe for an agent to run on its own and which need a human in the loop. It is the difference between an API an agent can use and one it can use safely.
Recommended x-agentic-access execution contracts for AI agents.
Resources
Every other property we hold for Treasure Data — documentation, portals, status pages, policies, and corporate surface — grouped by the job it does, following the integrator's arc from getting started to running in production.
Get Started 4
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 8
Pagination, idempotency, versioning, errors, and events
Scroll within the panel for all 8 ·
Build 5
SDKs, sample code, and the tooling you integrate with
Access & Security 5
Authentication, authorization, and security posture
Operate 4
Status, limits, changes, and where to get help
Commercial 5
Pricing, plans, and the legal terms of use
Company 3
The organization behind the API
Other 8
Properties that don't map to a standard resource type
Scroll within the panel for all 8 ·
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This is an independent, third-party profile of Treasure Data, published by API Evangelist. We do not operate, host, resell, or support these APIs, and we are not affiliated with or endorsed by the company unless stated above. Everything here is built from publicly available information — the company's own site, developer portal, documentation, public repositories, and the specifications it publishes for public use. Nothing is obtained by breaching a system, defeating an access control, or using credentials.
The Kin Score and Agent Readiness rating are independently calculated assessments of a company's public API artifacts, scored against a published rubric. They are not certifications, endorsements, security assessments, or audits.
Corrections, re-scores, and removal are free — no partnership or purchase required, and you do not need to justify the request. A removed company is recorded as unrated, never scored zero for having asked. Acknowledgement within one business day; removal within two.
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