Generative AI
Variants seen in the corpus:
GenAIGenerative AI
Providers using this tag (309)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 13 Complete, well-documented, and agent-ready
Strong 42 Solid coverage with minor gaps
deapi-aimodelslab-comfalAmazon BedrockGoogle Vertex AIDataRobotPicsartFriendliAIHiggsfieldMicrosoft Azure AI FoundryIBMLeonardo.AISeekrAnam.aiLightricksAmazon NovaCometMagic HourSambaNova SystemsGalileo TechnologiesGoogle GeminiAutoContent APIMicrosoft CopilotCreativeClawClypmintCoppicaH2O.aiTypefacellmintel-aiDecartCraftStoryASAPPPomoPerfect CorpBudgetPixelBlumaPruna AISpAItialBlngLeiaAIHubMixSuzanne
Developing 53 Usable, with meaningful gaps to close
LamaticRunwayVectaraUthanaAliceStability AIWeights & BiasesZotGPT (UC Irvine)Pay-iAsk SageGenMagicCalypsoAILast Mile AIFactivaExactly AiPicsArt (Socialin)Create PrintsClipSpeedAIRunwarePuppetryCivitaiDataLoopHeyGenArtlistKaedimOracle APEXuseapi.netPryonAleph AlphaCreateyaKiveReactorRecipe APIBraintrustArpeggi LabsGlioGistTavusAsked ThriceProRata.aiCNAPS.AIAdMakeAIAmborasEx-HumanMotion ElementsGammaPreferred NetworksAlphaSenseSuperscaleD-IDKreaLuma AIAbacus.ai
Thin 46 Limited public surface area
Amazon App StudioLakeraMLflowCueinForethoughtFashion DiffusionHawkShiftGenHealth.aiHyperscienceOpenLLMetrySecton APIGamma.appCocuyoDoclingMindlogicVizitHailuo AI / MiniMaxEvidently AIHouroneMireloMusical AIFish AudioSynthesiaCardboardxAISesame LabsScenarioAibleKuaishouHailoKling AIOpenartDepositphotosImaginodeRephrase.aiThe Brandtech GroupWomboCometAPIChiememSeries AIGlifShotstackClip Studio AIGemini Notebook (NotebookLM)CreatifyOdyssey
Emerging 91 Early or largely undocumented
Vianai SystemsDatavoloXelta - Create Images, Videos & More with Generative AISurePath AIArria NLGCitrine InformaticsAkoolAbridgeBotikaOpenEvidenceVeraxmuffintechWave AIHippocratic AIGenStaq.aiCognniArticul8 AIIris SoftwarePersadoFiltrix AIEmbodyMeMartiniGleanAleph Alpha2Mokker.aiSenseTimeFifth DimensionThe PromenadeYurtsMotivaYouartPalette 2PixisGoogle VidsOptimizerAIVizcomavots.aiAI modelMosaicMLBoltzbitRocketAll3DGlyfLizzyaiMorphologic AI Inc.Presentations.aiViduUBIX LabsBiglePicFinderPrestiSudowriteCodewispLatent LabsFlowGPTMoonvalleyCinema Master ProAira TechnologiesTripo AIGrafferYoona.aiEdytroBeyond LimitsillocaSpring HealthCartwheelMeituKatalistAIAtypical AIContents.comHebbiaCantina AILicaRosebud AIConverge BioOverReplica StudiosDreamforgeHelm.aiAltaCelebal TechnologiesPlayablHYPERZ AIWabiOboeShowrunnerCradleGlass HealthFlickKaiberTensordyne
Minimal 63 Almost no public developer surface
Textual.aiArticul830eeSystalyzeDiffusely Formerly MeeroFunctionizeQualified HealthAKASACaju AIEasel AIMenten AIAugmentaGenesis AiInsilico MedicineAbsciAisphereChalkBooksSTORI AIFetcherrGenmoParloamojiworksRemix 3Artificial AgencyAI PalettePrologueSplashPinscreenIrreverent LabsLevel AIPaxton AIBagel LabsPimentoCharacter.AIMagnificRefacedesignstripeSourcefulTheta EdgeCloudIncite InteractiveINF TechPolyupEssential AIAtropos HealthIsomorphic LabsPwC (PricewaterhouseCoopers)ZingrollBidgelyAivaHammoqElsewhereLatent SpaceVariantCasetextFifth DoorIconicInstaplayLeyaOdyssey AiRivet DesignWayveAbsurdSeek AIOctoAI
Unrated 1 Not yet scored
APIs with this tag (73)
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 16 Complete, well-documented, and agent-ready
Salesforce Agentforce Agent APIThe Salesforce Agentforce Agent API is a REST API that enables developers to communicate with AI agents dir...Salesforce Models APIThe Salesforce Models API provides Apex classes and REST endpoints that connect applications to large langu...Amazon Q Connect APIAmazon Q in Connect is a generative AI customer service assistant built on Amazon Bedrock. It provides real...Adobe Firefly APIGenerate and edit images using generative AI models through a RESTful API.Amazon Q Business QApps APIAPI for Amazon Q Apps, a feature within Amazon Q Business that allows web experience users to create lightw...Amazon Q Connect APIAPI for Amazon Q in Connect, a generative AI-powered customer service assistant integrated with Amazon Conn...Auth0 for AI AgentsIdentity and authorization product line for AI agents. Bundles Token Vault (delegated API credentials for G...Scale GenAI Data EngineThe GenAI Data Engine is Scale's product surface for generating, curating, and reviewing data used to train...OCI Generative AI APIFully managed service providing customizable large language models for chat, text generation, summarization...Oracle Generative AI APIThe GenerativeAi API from Oracle — 50 operation(s) for generativeai.Unified.to Genai APIThe genai API from Unified.to — 4 operation(s) for genai.Lacuna A2A AgentAgent-to-Agent JSON-RPC endpoint at https://www.lacuna.fm/a2a advertising the "Lacuna Music" agent card at ...Lacuna MCP ServerHosted Model Context Protocol server (Streamable HTTP) at https://www.lacuna.fm/mcp, protocol 2025-06-18. i...SegmindThe Segmind AI Gateway — one REST surface in front of 200+ generative AI models for image, video, audio, 3D...Amazon Bedrock APIAmazon Bedrock is a fully managed service that provides access to foundation models from leading AI compani...Red Hat Ansible Lightspeed APIAI-powered API that provides generative AI assistance for creating Ansible automation content, helping user...
Strong 14 Solid coverage with minor gaps
Azure AI Foundry REST APIREST API for managing Foundry projects, hubs, model deployments, agents, threads, runs, and evaluations. Au...IBM watsonx.aiRun text inference, prompt tuning, and more on large language models using the watsonx.ai API for generativ...fal Models Catalog APIRead-only discovery endpoints for browsing fal's 1,000+ production model catalog, including model metadata,...fal Realtime APIWebSocket-based realtime inference for ultra-low latency interactive generative experiences such as LCM/SDX...fal Streaming APIHTTP streaming endpoint (`/{model-id}/stream`) that emits progressive partial outputs as a model runs — use...Gemini Developer API for AndroidCloud-based Gemini API for integrating generative AI capabilities into Android applications.Gemini Nano On-Device AI APIOn-device generative AI powered by Gemini Nano for summarization, proofreading, rewriting, and image descri...Factiva Retrieval APIRetrieval endpoint for grounding generative-AI applications (RAG) in licensed Factiva content. No public Op...Amazon Nova APIThe Amazon Nova API provides programmatic access to Amazon Nova foundation models through Amazon Bedrock fo...Opik (GenAI Observability)Opik is Comet's open-source GenAI observability product. It provides spans-based tracing, evaluations, prom...Vertex AI Gemini APIEnterprise-grade access to Gemini models through Google Cloud Vertex AI with advanced features including gr...h2oGPTe MCP ServerH2OGPTe MCP Server is H2O.ai's first-party Model Context Protocol server for Enterprise h2oGPTe. It runs lo...YouCam MCP ServersThree hosted, remote Model Context Protocol servers fronting the YouCam AI API, split by solution category ...Fullcast Copy.ai Workflows APIThe Copy.ai Workflows API, acquired by Fullcast in October 2025 and documented on Fullcast's own support ho...
Developing 19 Usable, with meaningful gaps to close
Uthana GraphQL APISingle GraphQL endpoint for the whole Uthana platform - text-to-motion, video-to-motion, locomotion, stitch...Scaleway Generative APIsScaleway Generative APIs provide access to AI language models and generative AI services hosted on Scaleway...idea.ai MCP ServerOfficial remote Model Context Protocol server for idea.ai (Creative Fabrica B.V.), advertised at https://ww...Runware Inference APISingle task-based endpoint for image, video, audio, 3D, and text inference across 400K+ models, reachable o...UM GENAI Chat — Open WebUI deploymentThe university's own generative-AI chat service for staff and students, an Open WebUI deployment authentica...Oracle APEX Generative AI APIAPIs for integrating generative AI capabilities into APEX applications, including chat, text generation, an...Kive MCP ServerThe Kive MCP server is Kive's programmable interface: an OAuth 2.1 protected Model Context Protocol endpoin...Reactor Realtime Video APIReal-time generative video platform. A REST token endpoint mints session-scoped JWTs; a WebRTC data channel...Banuba AI Talking Photo APIBanuba's one hosted developer API: turns a single portrait image plus an audio track or script into a talki...Digital Ocean Gen Ai APIThe Gen Ai API from Digital Ocean — 96 operation(s) for gen ai.WordPress AI APIWordPress AI API provides a provider-agnostic interface for integrating generative AI capabilities into Wor...AdMakeAI Agent SkillPublished SKILL.md that teaches an agent tool selection from natural-language intent, credit mechanics, pag...AdMakeAI MCP ServerHosted, stateless streamable-HTTP MCP server exposing 65 tools across account, projects, uploads, ad image ...AdMakeAI REST APIRPC-style JSON REST API with dot-named tRPC procedure paths (e.g. adGeneration.create) covering ad image an...Gamma Generate APIProgrammatic creation and management of gammas (presentations, documents, websites, and social posts). Asyn...PLaMo APIThe PLaMo API is Preferred Networks' cloud service for its domestically developed PLaMo large language mode...Spring AI APISpring AI provides a Spring-friendly API and abstractions for building AI-powered applications. It offers a...Luma Dream Machine APIThe Dream Machine API exposes Luma's Ray and Photon model families for programmatic image and video generat...Abacus.AI APIThe Abacus.AI REST API and first-party Python client library for building generative AI, agent, and structu...
Thin 11 Limited public surface area
MLflow AI Gateway APIThe MLflow AI Gateway provides a unified HTTP interface to LLM providers with routing, rate-limiting, and s...Fashion Diffusion Public APIREST API for asynchronous AI fashion generation tasks. Authenticates with a single long-lived bearer API ke...Mirelo SFX APISelf-serve REST API to generate and edit sound effects from video or text. Bearer-token (API key) auth; JSO...Kling AI APIKling AI (可灵) is Kuaishou Technology's generative video and image platform, launched in June 2024 and, by t...Imaginode MCP ServerHosted MCP server (Streamable HTTP transport) exposing four tools: list_models, generate_image, generate_vi...Imaginode REST APIREST API to list models and launch/track image and video generations. Endpoints: GET /api/models (unauthent...OpenLLMetry Semantic Conventions for AIA vocabulary of span attribute names for GenAI workloads — gen_ai.system, gen_ai.request.model, gen_ai.resp...Rule Builder and GenAI Rules REST APIDecisioning services the customer runs alongside the platform. POST /decisionRules evaluates a data object ...Gemini Notebook Enterprise APIPreview (Pre-GA) REST API on the Google Cloud Discovery Engine service (v1alpha) for Gemini Notebook Enterp...Karlo (Text-to-Image) APIKarlo is Kakao Brain's diffusion-based text-to-image generation API, supporting Korean and English prompts ...KoGPT APIKoGPT is Kakao Brain's Korean-language large language model. The KoGPT API provides text generation, summar...
Emerging 10 Early or largely undocumented
Glean Chat APIMulti-turn generative chat over enterprise content with grounded answers, citations, and tool use.YouArt MCP & Model PlatformHosted, OAuth-secured Model Context Protocol (MCP) server that gives AI agents access to YouArt's catalog o...SAP AI Core APIREST API for SAP AI Core, enabling training, deployment, and inference of AI and machine learning models wi...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...Xelta AI Platform APIXelta's REST API — 74 operations across seven tags (Auth, Models, Site Scan / Brand DNA, Community, Upload,...Xelta MCP ServerHosted, remote Model Context Protocol server — Xelta's documented agent surface, reached at a single stream...Wynsure Smart Underwriting Platform APIAPI surface for the Wynsure Smart Underwriting Platform (WSUP), a Generative AI-powered underwriting soluti...OptimizerAI Text-to-SFX APICommercial sound-effects generation API exposing the OptimizerAI text-to-sfx v2 model. Access is contract-b...UBIX ChatUBIX APIConversational AI API enabling natural language interaction with enterprise data and AI models. Supports it...Taranis Ag AssistantGenerative AI agronomy engine that contextualizes Taranis leaf-level data with weather, machinery, and rese...
Minimal 3 Almost no public developer surface
Naver Cloud HyperCLOVA X APIHyperCLOVA X is Naver's Korean-language large language model. The HyperCLOVA X API exposes chat completion,...Tempus OneTempus One is an AI clinical assistant giving oncology providers voice and text access to patient data, cli...Functionize Architect (AI Test Authoring)Generative-AI agent that authors new Functionize tests from natural language prompts and existing applicati...
Companies reaching this through an API (26)
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
Android
Auth0
Banuba
Creative Fabrica
Digital Ocean
Dow Jones
Fullcast
Hong Kong Baptist University
Kakao
Naver
Oracle
Red Hat
Salesforce
SAP Business Technology Platform
Scale AI
Scaleway
Spring Framework
Taranis
Tempus AI
Unified.to
University of Macau
WordPress
WorkFusion
Wynsure
Score breakdown
Frequency
65.5
log-scaled weighted occurrences
Breadth
4.0
spread across providers
Quality lift
30.3
mean composite of providers using it
Cohesion
13.8
strength of nearest seed neighbor
Where this tag sits
309 providers carry this tag directly, and 782 counting the 3 narrower tags below — 473 more to reach.
Artificial Intelligence broader
LLM
405 providers
Image Generation
140 providers
Video Generation
135 providers
Related tags
Video Generation 67 co-occurrences
Image Generation 51 co-occurrences
Creative Tools 32 co-occurrences
LLM 52 co-occurrences
Models 38 co-occurrences
Machine Learning 81 co-occurrences
Text-to-Speech 22 co-occurrences
Foundation Models 22 co-occurrences
Where this tag comes from
Provider tag309
Api tag73
Openapi tag1
Openapi op tag4
Markets provisional
Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.
| Market | Share of the market's providers |
|---|---|
| AI Model Routing | 35% |
Cohort brief
Auto-generatedThe 298 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
298
of 309 in the catalog
Mean Kin Score
30.7
+6.6 vs catalog 24.1
Mean Agent Readiness
18.7
+4.6 vs catalog 14.1
Spread
0–82.5
median 27 · σ 20.5
How the 298 split by band
Exemplar 13Strong 40Developing 53Thin 46Emerging 88Minimal 58
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Access Clarity | 42.1 | 30 | +12.1 | 298 |
| Developer Ergonomics | 34.4 | 24.5 | +9.9 | 298 |
| Operational Transparency | 19.1 | 13.2 | +5.9 | 298 |
| Discoverability | 63.6 | 59.1 | +4.5 | 298 |
| Contract Quality | 22.4 | 18.6 | +3.8 | 298 |
| Contract Governance | 11.1 | 9.7 | +1.4 | 298 |
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) | 31% | 18% | +13 |
| MCP server (first-party) | 33% | 16% | +17 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 17% | 13% | +4 |
| Security | 98% | 99% | -1 |
| Arazzo workflows | 4% | 1% | +3 |
| Governance rules | 41% | 36% | +5 |
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 OpenAI 82.5
- 2 Adobe 75.5
- 3 Amazon Q 75.1
- 4 Amazon Polly 73.1
- 5 Clipia.ai 71.8
- 6 FLORA 70.6
- 7 Lacuna 69.3
- 8 Segmind 68.8
- 9 Azure OpenAI Service 68.3
- 10 Yelp 68.2
Top by Agent Readiness
- 1 AutoContent API 66.1
- 2 Clipia.ai 65.7
- 3 Adobe 64.2
- 4 Bria 63.5
- 5 FLORA 63.2
- 6 Create Prints 62.4
- 7 Prezent 61.7
- 8 BudgetPixel 60
- 9 SpAItial 58.6
- 10 OpenAI 58.4
All 309 members of this roster resolve to a provider in the
catalog; 298 carry a score (96%).
The figures above describe the scored members only.
Coverage caveat. 229 of 298 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Coverage caveat. 229 of 298 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 14 November 2026, across 41591 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.
Work with this as data
Every tag here is available over the APIs.io API and to AI agents over MCP.