established · 0.0 market

Generative AI

Score 27.7 / 100 259 providers +17 via APIs 65 APIs Search apis.io →

Variants seen in the corpus: Generative AIGenerativeAigenerative aigenerative-ai

Providers using this tag (259)

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

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

AdobeFortune 1000AnalyticsCreative CloudDigital Asset Management4 APIs78.5 falArtificial IntelligenceGenerative MediaImage-Generation3 APIs67.6 SegmindArtificial IntelligenceMachine-LearningInference1 API67.2

Strong 22 Solid coverage with minor gaps

Developing 63 Usable, with meaningful gaps to close

Thin 37 Limited public surface area

Emerging 74 Early or largely undocumented

Minimal 60 Almost no public developer surface

APIs with this tag (64)

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 6 Complete, well-documented, and agent-ready

Adobe Firefly APIGenerate and edit images using generative AI models through a RESTful API.78.5 Amazon Bedrock APIAmazon Bedrock is a fully managed service that provides access to foundation models from leading AI compani...78.2 fal Models Catalog APIRead-only discovery endpoints for browsing fal's 1,000+ production model catalog, including model metadata,...67.6 fal Realtime APIWebSocket-based realtime inference for ultra-low latency interactive generative experiences such as LCM/SDX...67.6 fal Streaming APIHTTP streaming endpoint (`/{model-id}/stream`) that emits progressive partial outputs as a model runs — use...67.6 SegmindThe Segmind AI Gateway — one REST surface in front of 200+ generative AI models for image, video, audio, 3D...67.2

Strong 13 Solid coverage with minor gaps

Dialogflow CX API (Conversational Agents)The Dialogflow CX v3 API — 158 operations across 23 resource groups covering agents, flows, pages, intents,...65.2 Factiva Retrieval APIRetrieval endpoint for grounding generative-AI applications (RAG) in licensed Factiva content. No public Op...64.6 Lacuna A2A AgentAgent-to-Agent JSON-RPC endpoint at https://www.lacuna.fm/a2a advertising the "Lacuna Music" agent card at ...62.1 Lacuna MCP ServerHosted Model Context Protocol server (Streamable HTTP) at https://www.lacuna.fm/mcp, protocol 2025-06-18. i...62.1 Amazon Nova APIThe Amazon Nova API provides programmatic access to Amazon Nova foundation models through Amazon Bedrock fo...60.7 OCI Generative AI APIFully managed service providing customizable large language models for chat, text generation, summarization...60.2 Oracle Generative AI APIThe GenerativeAi API from Oracle — 50 operation(s) for generativeai.60.2 IBM watsonx.aiRun text inference, prompt tuning, and more on large language models using the watsonx.ai API for generativ...60.0 Amazon Q Business QApps APIAPI for Amazon Q Apps, a feature within Amazon Q Business that allows web experience users to create lightw...57.6 Amazon Q Connect APIAPI for Amazon Q in Connect, a generative AI-powered customer service assistant integrated with Amazon Conn...57.6 Red Hat Ansible Lightspeed APIAI-powered API that provides generative AI assistance for creating Ansible automation content, helping user...57.5 UM GENAI Chat — Open WebUI deploymentThe university's own generative-AI chat service for staff and students, an Open WebUI deployment authentica...56.3 Amazon Q Connect APIAmazon Q in Connect is a generative AI customer service assistant built on Amazon Bedrock. It provides real...54.8

Developing 22 Usable, with meaningful gaps to close

YouCam AI REST APIAsynchronous, task-based REST API for 60+ AI features — skin and face analysis, hair and beard, body reshap...53.4 YouCam MCP ServersThree hosted, remote Model Context Protocol servers fronting the YouCam AI API, split by solution category ...53.4 Vertex AI Gemini APIEnterprise-grade access to Gemini models through Google Cloud Vertex AI with advanced features including gr...52.2 Uthana GraphQL APISingle GraphQL endpoint for the whole Uthana platform - text-to-motion, video-to-motion, locomotion, stitch...50.7 Fullcast Copy.ai Workflows APIThe Copy.ai Workflows API, acquired by Fullcast in October 2025 and documented on Fullcast's own support ho...50.5 Gemini Developer API for AndroidCloud-based Gemini API for integrating generative AI capabilities into Android applications.49.8 Gemini Nano On-Device AI APIOn-device generative AI powered by Gemini Nano for summarization, proofreading, rewriting, and image descri...49.8 Scaleway Generative APIsScaleway Generative APIs provide access to AI language models and generative AI services hosted on Scaleway...49.3 Gemini Image Generation APIImage generation capabilities through the Gemini API, supporting text-to-image generation, image editing, a...48.0 Gemini Video Generation APIVideo generation capabilities through the Gemini API powered by Veo, supporting text-to-video and image-to-...48.0 AutoContent Platform API v1The current AutoContent product: a Project-centred, scope-based REST API that turns a website, reusable Kno...46.5 Reactor Realtime Video APIReal-time generative video platform. A REST token endpoint mints session-scoped JWTs; a WebRTC data channel...46.0 Luma Dream Machine APIThe Dream Machine API exposes Luma's Ray and Photon model families for programmatic image and video generat...45.6 WordPress AI APIWordPress AI API provides a provider-agnostic interface for integrating generative AI capabilities into Wor...45.3 Higgsfield APIAsynchronous generative-media API. Submit a generation request to any of the 100+ model endpoints (POST /{m...45.2 Oracle APEX Generative AI APIAPIs for integrating generative AI capabilities into APEX applications, including chat, text generation, an...44.3 Azure AI Foundry REST APIREST API for managing Foundry projects, hubs, model deployments, agents, threads, runs, and evaluations. Au...44.2 AdMakeAI Agent SkillPublished SKILL.md that teaches an agent tool selection from natural-language intent, credit mechanics, pag...41.9 AdMakeAI MCP ServerHosted, stateless streamable-HTTP MCP server exposing 65 tools across account, projects, uploads, ad image ...41.9 AdMakeAI REST APIRPC-style JSON REST API with dot-named tRPC procedure paths (e.g. adGeneration.create) covering ad image an...41.9 Runware Inference APISingle task-based endpoint for image, video, audio, 3D, and text inference across 400K+ models, reachable o...41.0 Kive MCP ServerThe Kive MCP server is Kive's programmable interface: an OAuth 2.1 protected Model Context Protocol endpoin...40.2

Thin 13 Limited public surface area

PLaMo APIThe PLaMo API is Preferred Networks' cloud service for its domestically developed PLaMo large language mode...39.2 Abacus.AI APIThe Abacus.AI REST API and first-party Python client library for building generative AI, agent, and structu...36.5 Fashion Diffusion Public APIREST API for asynchronous AI fashion generation tasks. Authenticates with a single long-lived bearer API ke...35.3 Gamma Generate APIProgrammatic creation and management of gammas (presentations, documents, websites, and social posts). Asyn...34.5 HKBU GenAI Platform API (undocumented, key-gated)HKBU runs its own generative-AI gateway at genai.hkbu.edu.hk, fronting third-party models (Anthropic, Googl...33.9 Karlo (Text-to-Image) APIKarlo is Kakao Brain's diffusion-based text-to-image generation API, supporting Korean and English prompts ...33.2 KoGPT APIKoGPT is Kakao Brain's Korean-language large language model. The KoGPT API provides text generation, summar...33.2 SAP AI Core APIREST API for SAP AI Core, enabling training, deployment, and inference of AI and machine learning models wi...30.9 Imaginode MCP ServerHosted MCP server (Streamable HTTP transport) exposing four tools: list_models, generate_image, generate_vi...30.5 Imaginode REST APIREST API to list models and launch/track image and video generations. Endpoints: GET /api/models (unauthent...30.5 Mirelo SFX APISelf-serve REST API to generate and edit sound effects from video or text. Bearer-token (API key) auth; JSO...29.6 Glean chat APIThe chat API from Glean — 8 operation(s) for chat.29.1 Kling AI APIKling AI (可灵) is Kuaishou Technology's generative video and image platform, launched in June 2024 and, by t...28.0

Emerging 10 Early or largely undocumented

Taranis Ag AssistantGenerative AI agronomy engine that contextualizes Taranis leaf-level data with weather, machinery, and rese...23.8 UBIX ChatUBIX APIConversational AI API enabling natural language interaction with enterprise data and AI models. Supports it...23.2 Wynsure Smart Underwriting Platform APIAPI surface for the Wynsure Smart Underwriting Platform (WSUP), a Generative AI-powered underwriting soluti...22.8 YouArt MCP & Model PlatformHosted, OAuth-secured Model Context Protocol (MCP) server that gives AI agents access to YouArt's catalog o...21.5 Xelta AI Platform APIXelta's REST API — 74 operations across seven tags (Auth, Models, Site Scan / Brand DNA, Community, Upload,...20.0 Xelta MCP ServerHosted, remote Model Context Protocol server — Xelta's documented agent surface, reached at a single stream...20.0 Functionize Architect (AI Test Authoring)Generative-AI agent that authors new Functionize tests from natural language prompts and existing applicati...19.3 OptimizerAI Text-to-SFX APICommercial sound-effects generation API exposing the OptimizerAI text-to-sfx v2 model. Access is contract-b...17.8 Naver Cloud HyperCLOVA X APIHyperCLOVA X is Naver's Korean-language large language model. The HyperCLOVA X API exposes chat completion,...17.7 Rephrase Studio APIOAuth2 text-to-video generation API — list supported actors and voices, create and export videos of speakin...11.6

Companies reaching this through an API (17)

These companies publish an API, specification or operation carrying “Generative AI” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Amazon Connect Amazon Web Services (AWS) Android Dow Jones Fullcast Google Dialogflow Hong Kong Baptist University Kakao Naver Oracle Red Hat SAP Business Technology Platform Scaleway Taranis University of Macau WordPress Wynsure

Score breakdown

Frequency

68.8

log-scaled weighted occurrences

Breadth

7.1

spread across providers

Quality lift

32.4

mean composite of providers using it

Cohesion

14.8

strength of nearest seed neighbor

Where this tag comes from

Provider tag259

Api tag65

Openapi tag1

Openapi op tag16

Cohort brief

Auto-generated

The 255 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

255

all scored

Mean Kin Score

28.9

+5.0 vs catalog 23.9

Mean Agent Readiness

15.2

+3.2 vs catalog 12

Spread

4.1–78.5

median 25.2 · σ 18.4

How the 255 split by band

Exemplar 3Strong 22Developing 63Thin 37Emerging 74Minimal 56

Facet averages, against the whole catalog

Facet	This cohort	Catalog	Difference	Scored
Developer Ergonomics	33	23.4	+9.6	255
Access Clarity	35.1	26.5	+8.6	255
Operational Transparency	18.2	14	+4.2	255
Discoverability	64.6	61.2	+3.4	255
Contract Quality	22.8	19.8	+3	255
Contract Governance	6.4	6.4	0	255

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)	23%	10%	+13
MCP server (first-party)	28%	13%	+15
Agent Skills	0%	0%	0
OAuth scopes	13%	11%	+2
Security	98%	97%	+1
Arazzo workflows	5%	2%	+3
Governance rules	12%	14%	-2

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 78.5
2 fal 67.6
3 Segmind 67.2
4 FLORA 66
5 Apigee 62.1
6 Lacuna 62.1
7 Magic Hour 61.5
8 Prezent 61.5
9 Seekr 61.3
10 Amazon Nova 60.7

Work with this as data

Every tag 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 tags

7 MCP tools reach this

find_tagsBrowse and filter every tag in the catalog.
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.
cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
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 tag

curl "https://apis.io/api/v1/tags/generative-ai"

All tags

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

As a scored cohort

curl "https://apis.io/api/v1/cohorts/tag/generative-ai"

The distribution (Pro)

curl "https://apis.io/api/v1/cohorts/tag/generative-ai/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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