established · 2.9 market

Generative AI

Score 28.1 / 100 270 providers 55 APIs Search apis.io →

Variants seen in the corpus: Generative AIGenerative AiGenerativeAigenerative-ai

Providers using this tag (270)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 3 Complete, well-documented, and agent-ready

AdobeFortune 1000AnalyticsCreative CloudDigital Asset Management34 APIs80.4 falArtificial IntelligenceGenerative MediaImage-Generation12 APIs69.7 Dow JonesFinancialMarket DataNewsPublishing18 APIs66.8

Strong 28 Solid coverage with minor gaps

Developing 64 Usable, with meaningful gaps to close

Thin 37 Limited public surface area

Emerging 77 Early or largely undocumented

Minimal 61 Almost no public developer surface

APIs with this tag (54)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Exemplar 5 Complete, well-documented, and agent-ready

Adobe Firefly APIGenerate and edit images using generative AI models through a RESTful API.80.4 fal Models Catalog APIRead-only discovery endpoints for browsing fal's 1,000+ production model catalog, including model metadata,...69.7 fal Realtime APIWebSocket-based realtime inference for ultra-low latency interactive generative experiences such as LCM/SDX...69.7 fal Streaming APIHTTP streaming endpoint (`/{model-id}/stream`) that emits progressive partial outputs as a model runs — use...69.7 Factiva Retrieval APIRetrieval endpoint for grounding generative-AI applications (RAG) in licensed Factiva content. No public Op...66.8

Strong 8 Solid coverage with minor gaps

Lacuna A2A AgentAgent-to-Agent JSON-RPC endpoint at https://www.lacuna.fm/a2a advertising the "Lacuna Music" agent card at ...65.4 Lacuna MCP ServerHosted Model Context Protocol server (Streamable HTTP) at https://www.lacuna.fm/mcp, protocol 2025-06-18. i...65.4 IBM watsonx.aiRun text inference, prompt tuning, and more on large language models using the watsonx.ai API for generativ...62.6 Amazon Bedrock APIAmazon Bedrock is a fully managed service that provides access to foundation models from leading AI compani...60.6 Red Hat Ansible Lightspeed APIAI-powered API that provides generative AI assistance for creating Ansible automation content, helping user...59.1 Amazon Q Business QApps APIAPI for Amazon Q Apps, a feature within Amazon Q Business that allows web experience users to create lightw...56.0 Amazon Q Connect APIAPI for Amazon Q in Connect, a generative AI-powered customer service assistant integrated with Amazon Conn...56.0 Fullcast Copy.ai Workflows APIThe Copy.ai Workflows API, acquired by Fullcast in October 2025 and documented on Fullcast's own support ho...54.8

Developing 22 Usable, with meaningful gaps to close

OCI Generative AI APIFully managed service providing customizable large language models for chat, text generation, summarization...53.0 Oracle Generative AI APIThe GenerativeAi API from Oracle — 50 operation(s) for generativeai.53.0 Uthana GraphQL APISingle GraphQL endpoint for the whole Uthana platform - text-to-motion, video-to-motion, locomotion, stitch...50.7 Gemini Developer API for AndroidCloud-based Gemini API for integrating generative AI capabilities into Android applications.48.6 Gemini Nano On-Device AI APIOn-device generative AI powered by Gemini Nano for summarization, proofreading, rewriting, and image descri...48.6 BLNG Journey APIREST API behind the BLNG Design application that manages design and shopping journeys, the prompts submitte...48.3 Higgsfield APIAsynchronous generative-media API. Submit a generation request to any of the 100+ model endpoints (POST /{m...47.7 Scaleway Generative APIsScaleway Generative APIs provide access to AI language models and generative AI services hosted on Scaleway...47.6 Amazon Q Connect APIAmazon Q in Connect is a generative AI customer service assistant built on Amazon Bedrock. It provides real...47.3 Reactor Realtime Video APIReal-time generative video platform. A REST token endpoint mints session-scoped JWTs; a WebRTC data channel...46.3 Oracle APEX Generative AI APIAPIs for integrating generative AI capabilities into APEX applications, including chat, text generation, an...46.2 Gemini Image Generation APIImage generation capabilities through the Gemini API, supporting text-to-image generation, image editing, a...46.0 Gemini Video Generation APIVideo generation capabilities through the Gemini API powered by Veo, supporting text-to-video and image-to-...46.0 WordPress AI APIWordPress AI API provides a provider-agnostic interface for integrating generative AI capabilities into Wor...44.7 AdMakeAI Agent SkillPublished SKILL.md that teaches an agent tool selection from natural-language intent, credit mechanics, pag...43.0 AdMakeAI MCP ServerHosted, stateless streamable-HTTP MCP server exposing 65 tools across account, projects, uploads, ad image ...43.0 AdMakeAI REST APIRPC-style JSON REST API with dot-named tRPC procedure paths (e.g. adGeneration.create) covering ad image an...43.0 Vertex AI Gemini APIEnterprise-grade access to Gemini models through Google Cloud Vertex AI with advanced features including gr...42.4 Kive MCP ServerThe Kive MCP server is Kive's programmable interface: an OAuth 2.1 protected Model Context Protocol endpoin...41.3 Runware Inference APISingle task-based endpoint for image, video, audio, 3D, and text inference across 400K+ models, reachable o...41.0 Luma Dream Machine APIThe Dream Machine API exposes Luma's Ray and Photon model families for programmatic image and video generat...40.7 Amazon Nova APIThe Amazon Nova API provides programmatic access to Amazon Nova foundation models through Amazon Bedrock fo...40.4

Thin 11 Limited public surface area

Contentstack Generative AI APIThe Contentstack Generative AI API provides an endpoint for generating AI-powered content using a Brand Kit...36.3 Abacus.AI APIThe Abacus.AI REST API and first-party Python client library for building generative AI, agent, and structu...35.7 Karlo (Text-to-Image) APIKarlo is Kakao Brain's diffusion-based text-to-image generation API, supporting Korean and English prompts ...34.5 KoGPT APIKoGPT is Kakao Brain's Korean-language large language model. The KoGPT API provides text generation, summar...34.5 Glean chat APIThe chat API from Glean — 8 operation(s) for chat.33.5 Xfactor.io Value Chat APIThe Growth AI conversational service — chat sessions and history, prompt management, file upload, feedback,...33.0 SAP AI Core APIREST API for SAP AI Core, enabling training, deployment, and inference of AI and machine learning models wi...30.9 Gamma Generate APIProgrammatic creation and management of gammas (presentations, documents, websites, and social posts). Asyn...30.8 Azure AI Foundry REST APIREST API for managing Foundry projects, hubs, model deployments, agents, threads, runs, and evaluations. Au...29.8 Mirelo SFX APISelf-serve REST API to generate and edit sound effects from video or text. Bearer-token (API key) auth; JSO...29.6 Kling AI APIKling AI (可灵) is Kuaishou Technology's generative video and image platform, launched in June 2024 and, by t...29.2

Emerging 7 Early or largely undocumented

Taranis Ag AssistantGenerative AI agronomy engine that contextualizes Taranis leaf-level data with weather, machinery, and rese...24.4 YouArt MCP & Model PlatformHosted, OAuth-secured Model Context Protocol (MCP) server that gives AI agents access to YouArt's catalog o...21.5 Wynsure Smart Underwriting Platform APIAPI surface for the Wynsure Smart Underwriting Platform (WSUP), a Generative AI-powered underwriting soluti...21.4 OptimizerAI Text-to-SFX APICommercial sound-effects generation API exposing the OptimizerAI text-to-sfx v2 model. Access is contract-b...17.8 Functionize Architect (AI Test Authoring)Generative-AI agent that authors new Functionize tests from natural language prompts and existing applicati...17.4 Naver Cloud HyperCLOVA X APIHyperCLOVA X is Naver's Korean-language large language model. The HyperCLOVA X API exposes chat completion,...15.8 UBIX ChatUBIX APIConversational AI API enabling natural language interaction with enterprise data and AI models. Supports it...15.6

Minimal 1 Almost no public developer surface

Rephrase Studio APIOAuth2 text-to-video generation API — list supported actors and voices, create and export videos of speakin...10.9

Score breakdown

Frequency

68.7

log-scaled weighted occurrences

Breadth

7.4

spread across providers

Quality lift

35.0

mean composite of providers using it

Cohesion

13.6

strength of nearest seed neighbor

Where this tag comes from

Provider tag254

Api tag55

Openapi tag2

Openapi op tag17

Cohort brief

Auto-generated

The 270 providers in the APIs.io catalog tagged Generative AI, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers

270

all scored

Mean Kin Score

+8.3 vs catalog 20.7

Mean Agent Readiness

14.5

+4.8 vs catalog 9.7

Spread

4.1–80.4

median 25.3 · σ 18.6

How the 270 split by band

Exemplar 3Strong 28Developing 64Thin 37Emerging 77Minimal 61

Facet averages, against the whole catalog

Facet	This cohort	Catalog	Difference	Scored
Developer Ergonomics	30.8	17.9	+12.9	270
Access Clarity	33.6	22.3	+11.3	270
Contract Quality	24.6	17.5	+7.1	270
Discoverability	66.4	60.4	+6	270
Operational Transparency	17.1	11.3	+5.8	270
Contract Governance	8.6	6.4	+2.2	270

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes

Artifact	This cohort	Catalog	Difference
MCP server (any)	33%	16%	+17
MCP server (first-party)	17%	7%	+10
Agent Skills	0%	0%	0
OAuth scopes	13%	9%	+4
Security	97%	88%	+9
Arazzo workflows	7%	2%	+5
Governance rules	14%	13%	+1

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score

1 Adobe 80.4
2 fal 69.7
3 Dow Jones 66.8
4 FLORA 65.9
5 Lacuna 65.4
6 Prezent 64
7 IBM 62.6
8 Seekr 61.3
9 Recraft 60.7
10 Amazon Web Services (AWS) 60.6

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get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
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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

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The distribution (Pro)

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