Kata.ai

Kata.ai is an Indonesian enterprise conversational-AI company that builds AI agents and chatbots for customer experience, marketing, sales, and HR across financial services, retail, healthcare, automotive, and government. Its developer-facing Kata Platform lets teams create bot projects that bundle a Bot, CMS, and a Natural Language Understanding (NLU) model, then deploy them and connect messaging channels such as LINE, Telegram, WhatsApp, Facebook Messenger, Slack, and Qiscus. Kata.ai exposes a public REST API for managing projects, bots, deployments, environments, channels, teams, and NLUs, an NL Prediction API for entity extraction from a trained model, the kata command line tool, and the Aksara design system. Backed by 500 Global.

Kata.ai publishes 9 API contracts indexed on the APIs.io network, including Auth API, Bots API, Channels API, and 6 more. Tagged areas include Company, Conversational AI, Chatbots, AI Agents, and Natural Language Understanding.

The Kata.ai catalog on APIs.io includes 1 Spectral governance ruleset.

Kata.ai’s developer surface includes documentation, API reference, signup flow, support, authentication, CLI, and 20 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

24.2/100 emerging ▬ flat Agent 24/100 agent aware Front door AI 6/6 dominant Heartbeat 67/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

2 published contracts 3 Agent Skills

Company Conversational AI Chatbots AI Agents Natural Language Understanding Customer Experience Messaging Indonesia Bots

What this lets a business do 2

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Software Release & Deployment Management

BC-4210

DeploymentsEnvironments

GET /projects/{projectId}/environments POST /projects/{projectId}/deployment/versions GET /projects/{projectId}/deployment/

Information & Data Management

BC-610

NLUPrediction

GET /projects/{projectId}/nlus PUT /projects/{projectId}/nlus/{nluName} POST /nlus/{nluId}/predict

Kin Score

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

Composite quality — 24.2/100 · emerging

Contract Quality 0.0 / 19

Developer Ergonomics 7.8 / 15

Access Clarity 1.6 / 15

Operational Transparency 0.3 / 10

Contract Governance 1.6 / 9

Discoverability 5.5 / 8

Regulatory Posture 3.1 / 15

Create-or-Update Ergonomics 2.2 / 10

Agent readiness — 24/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 8

Request/Response Examples 7 / 7

Rate-Limit Signaling 0 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 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 AI & Biometrics 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):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
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)
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

8 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
Access Clarity scores 10.5 — up to +17.9 composite points
Operational Transparency scores 2.6 — up to +12.7 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/kataai/apis.yml: open an issue on github.com/api-evangelist/kataai 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
Official SDKs on Packagist, pub.dev and Hex	distribution	19.2 (thin)	-	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 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.

OpenAPI

measured — observed by APIs.io (published)

APIs 9

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

Kata.ai Auth API

Kata.ai Bots API

Bot revisions and drafts.

Kata.ai Channels API

Messaging channels (LINE, Telegram, WhatsApp, etc.).

Kata.ai Deployments API

Deployment versions of a project bot.

Kata.ai Environments API

Named environments binding a deployment version.

Kata.ai NLU API

Natural Language Understanding models.

Kata.ai Prediction API

Run entity prediction against a deployed NLU model.

Kata.ai Projects API

A project bundles one Bot, CMS, and/or NLU.

Kata.ai Teams API

Teams and membership.

Scroll for all 9

Open Collections 9

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

Kata.ai NL Prediction Auth API

OPEN COLLECTION

Kata.ai NL Prediction Auth Bots API

OPEN COLLECTION

Kata.ai NL Prediction Auth Channels API

OPEN COLLECTION

Kata.ai NL Prediction Auth Deployments API

OPEN COLLECTION

Kata.ai NL Prediction Auth Environments API

OPEN COLLECTION

Kata.ai NL Prediction Auth NLU API

OPEN COLLECTION

Kata.ai NL Auth Prediction API

OPEN COLLECTION

Kata.ai NL Prediction Auth Projects API

OPEN COLLECTION

Kata.ai NL Prediction Auth Teams API

OPEN COLLECTION

Scroll for all 9

Arazzo Workflows 1

Multi-step API workflows described with the Arazzo specification.

Build and deploy a Kata.ai bot

ARAZZO

Agent Skills 3

Packaged agent skills for driving this provider's APIs from an AI assistant.

Build and deploy a Kata.ai bot

AGENT SKILL

Connect a messaging channel

AGENT SKILL

Predict entities with an NLU model

AGENT SKILL

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Kata.ai API Rules

57 rules · 55 errors 1 warnings 1 info

SPECTRAL

OpenAPI Overlays 1

Overlays applied on top of this provider's contracts. Each card says who wrote it: a document the provider publishes, or one API Evangelist derived or generated.

Kataai Platform Overlay

2 actions · update · kataai-platform-openapi.yml

DERIVED

Security Posture 2

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

Kataai Authentication

http · 1 scheme

SECURITY

Kataai Domain Security

TLSv1.3 · DNSSEC · DMARC

SECURITY

Resources

Get Started 2

Portal, sign-up, and the first successful call

DeveloperPortal

DeveloperPortal

SignUp

SignUp

Documentation 4

Reference material describing how the API behaves

Documentation

APIReference

OpenAPI

OpenAPI

Agent Surfaces 3

MCP servers, agent skills, and machine-readable catalogs

X-MCPServerCandidate

X-MCPServerCandidate

LLMsTxt

LLMsTxt

AgentSkill

AgentSkill

Design & Contract 7

Pagination, idempotency, versioning, errors, and events

Conventions

ErrorCatalog

Components

DataModel

Conformance

Lifecycle

Arazzo

Scroll for all 7

Build 3

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Packages

Packages

CLI

CLI

Access & Security 2

Authentication, authorization, and security posture

Authentication

Authentication

DomainSecurity

DomainSecurity

Operate 1

Status, limits, changes, and where to get help

Support

Support

Commercial 1

Pricing, plans, and the legal terms of use

PrivacyPolicy

PrivacyPolicy

Company 1

The organization behind the API

Website

Website

Other 2

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Overlay

Overlay

Source (apis.yml)

aid: kataai
name: Kata.ai
description: Kata.ai is an Indonesian enterprise conversational-AI company that builds AI agents and chatbots for customer
  experience, marketing, sales, and HR across financial services, retail, healthcare, automotive, and government. Its developer-facing
  Kata Platform lets teams create bot projects that bundle a Bot, CMS, and a Natural Language Understanding (NLU) model, then
  deploy them and connect messaging channels such as LINE, Telegram, WhatsApp, Facebook Messenger, Slack, and Qiscus. Kata.ai
  exposes a public REST API for managing projects, bots, deployments, environments, channels, teams, and NLUs, an NL Prediction
  API for entity extraction from a trained model, the kata command line tool, and the Aksara design system. Backed by 500
  Global.
url: https://raw.githubusercontent.com/api-evangelist/kataai/refs/heads/main/apis.yml
x-type: company
x-source: vc-portfolio
x-backed-by:
- 500-global
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: '2026-11-06'
  method: derived
specificationVersion: '0.23'
created: '2026-07-17'
modified: '2026-07-19'
image: https://kata.ai/favicon.ico
tags:
- Company
- Conversational AI
- Chatbots
- AI Agents
- Natural Language Understanding
- Customer Experience
- Messaging
- Indonesia
- Bots
tags_raw:
- Company
- Conversational AI
- Chatbots
- AI Agents
- Natural Language Understanding
- NLU
- Customer Experience
- Messaging
- Indonesia
- Bots
apis:
- aid: kataai:kataai-auth-api
  name: Kata.ai Auth API
  description: Login and token issuance.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Authentication
  tags_raw:
  - Auth
  properties:
  - type: OpenAPI
    url: openapi/kataai-auth-api-openapi.yml
- aid: kataai:kataai-bots-api
  name: Kata.ai Bots API
  description: Bot revisions and drafts.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Bots
  properties:
  - type: OpenAPI
    url: openapi/kataai-bots-api-openapi.yml
- aid: kataai:kataai-channels-api
  name: Kata.ai Channels API
  description: Messaging channels (LINE, Telegram, WhatsApp, etc.).
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Channels
  properties:
  - type: OpenAPI
    url: openapi/kataai-channels-api-openapi.yml
- aid: kataai:kataai-deployments-api
  name: Kata.ai Deployments API
  description: Deployment versions of a project bot.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Deployment
  tags_raw:
  - Deployments
  properties:
  - type: OpenAPI
    url: openapi/kataai-deployments-api-openapi.yml
- aid: kataai:kataai-environments-api
  name: Kata.ai Environments API
  description: Named environments binding a deployment version.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Environment
  tags_raw:
  - Environments
  properties:
  - type: OpenAPI
    url: openapi/kataai-environments-api-openapi.yml
- aid: kataai:kataai-nlu-api
  name: Kata.ai NLU API
  description: Natural Language Understanding models.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Natural Language Understanding
  tags_raw:
  - NLU
  properties:
  - type: OpenAPI
    url: openapi/kataai-nlu-api-openapi.yml
- aid: kataai:kataai-prediction-api
  name: Kata.ai Prediction API
  description: Run entity prediction against a deployed NLU model.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Predictions
  tags_raw:
  - Prediction
  properties:
  - type: OpenAPI
    url: openapi/kataai-prediction-api-openapi.yml
- aid: kataai:kataai-projects-api
  name: Kata.ai Projects API
  description: A project bundles one Bot, CMS, and/or NLU.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Project
  tags_raw:
  - Projects
  properties:
  - type: OpenAPI
    url: openapi/kataai-projects-api-openapi.yml
- aid: kataai:kataai-teams-api
  name: Kata.ai Teams API
  description: Teams and membership.
  humanURL: https://docs.kata.ai/kata-platform
  baseURL: https://api.kata.ai
  tags:
  - Team
  tags_raw:
  - Teams
  properties:
  - type: OpenAPI
    url: openapi/kataai-teams-api-openapi.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
- FN: APIs.json
  email: info@apis.io
common:
- type: CapabilityMap
  url: capabilities/kataai-capability-edges.yml
  name: Kata.ai Business Capability Map
- type: Website
  url: https://kata.ai
- type: DeveloperPortal
  url: https://docs.kata.ai
- type: Documentation
  url: https://docs.kata.ai/kata-platform
  name: Kata Platform Documentation
- type: APIReference
  url: https://github.com/kata-ai/kata-platform-docs/blob/master/docs/api/kataai-public-api.md
  name: Kata.ai Public API Reference
- type: GitHubOrganization
  url: https://github.com/kata-ai
- type: SignUp
  url: https://cx.kata.ai/register
- type: PrivacyPolicy
  url: https://kata.ai/privacy-policy
- type: Support
  url: https://kata.ai/contact
- type: OpenAPI
  url: openapi/_original/kataai-platform-openapi.yml
  name: Kata.ai Platform Public API (OpenAPI)
- type: OpenAPI
  url: openapi/_original/kataai-nlu-prediction-openapi.yml
  name: Kata.ai NL Prediction API (OpenAPI)
- type: Authentication
  url: authentication/kataai-authentication.yml
- type: Conventions
  url: conventions/kataai-conventions.yml
- type: ErrorCatalog
  url: errors/kataai-problem-types.yml
- type: Packages
  url: packages/kataai-packages.yml
- type: CLI
  url: cli/kataai-cli.yml
- type: Components
  url: components/kataai-components.yml
- type: DataModel
  url: data-model/kataai-data-model.yml
- type: Conformance
  url: conformance/kataai-conformance.yml
- type: Lifecycle
  url: lifecycle/kataai-lifecycle.yml
- type: DomainSecurity
  url: security/kataai-domain-security.yml
- type: X-MCPServerCandidate
  url: mcp/kataai-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: LLMsTxt
  url: llms/kataai-llms.txt
- type: Overlay
  url: overlays/kataai-platform-overlay.yaml
- type: AgentSkill
  url: skills/_index.yml
- type: Arazzo
  url: arazzo/_index.yml
  name: Kata.ai Arazzo workflow catalog
x-enrichment:
  date: '2026-07-19'
  status: backfilled
  pass: local-v1
  note: backfilled from .gitignore signal + verified work evidence

Kata.ai API — frequently asked questions

Does Kata.ai have an API?

Yes. APIs.io lists 9 APIs from Kata.ai, including Kata.ai Auth API, Kata.ai Bots API and Kata.ai Channels API, and 6 more.

Is there an OpenAPI specification for the Kata.ai API?

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

How do I authenticate with the Kata.ai API?

Kata.ai uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Kataai Authentication.

Is the Kata.ai API ready for AI agents?

Kata.ai has a Kin Score of 24.2 out of 100 (emerging) and an Agent Readiness score of 24.3 (agent-aware), 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.

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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.

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