emerging · -1.3 capabilitymarket actiondomain

Tools

Score 23.0 / 100 22 providers +107 via APIs 116 APIs Search apis.io →
Business capabilities this tag reaches
Information & Data Management 2 Inventory Management 1

Providers using this tag (22)

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

Strong 2 Solid coverage with minor gaps
MonidCompanyAgentsMCP1 API56.2ComposioAI AgentsAuthenticationIntegrationMCP2 APIs55.8
Developing 3 Usable, with meaningful gaps to close
MCPBundlesCompanyDirectoryManagedCloudPlatforms1 API50.2ToolhouseAgent InfrastructureAI AgentsAI WorkersBackend-as-a-Service1 API50.3JinbaCompanyArtificial IntelligenceAgentsWorkflow Automation2 APIs43.5
Thin 8 Limited public surface area
GetXAPICompanytwitterDocumentation1 API37.3Stanley Black & DeckerHardwareManufacturingIoT1 API33.5Cloud MCPCompanyArtificial IntelligenceIntegration1 API32.2PixepiCompanyPDFImage1 API30.8Ace HardwareRetailHardwareHome Improvement3 APIs28.8Model Context Protocol (MCP)MCPAI AgentsResources17 APIs26.8HumanloopLLM PlatformPrompt ManagementEvaluationLLMOps1 API32.5PromptzoneArtificial IntelligenceCommunityPrompts1 API30.8
Emerging 5 Early or largely undocumented
Phidata / AgnoAI AgentsAgnoPhidataPython3 APIs23.8mcpservers.orgCompanyArtificial IntelligenceMarketplaceIntegration1 API16.1PrompthancerCompanyArtificial IntelligencePrompt Engineering12.9CrowdwiseCompanyEquity CrowdfundingEducationCommunity11.4FastMCPMCPPythonFrameworkOpen Source6 APIs18.2
Minimal 4 Almost no public developer surface
AgentPayCompanyArtificial IntelligenceExtractionLookup1 API9.6Atlas CopcoCompanyIndustrialManufacturingEnergy8.6ToolsvillaCompanyE-CommerceRetailMarketplace3.4LlmwizardCompanyArtificial IntelligenceLLM3.0

APIs with this tag (115)

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 9 Complete, well-documented, and agent-ready
Ada Integrations (Actions) APIConfigure and invoke Actions, the integration layer that lets the Ada AI Agent call external systems and AP...87.6Infobip Tools APIDeveloper utilities to help you integrate and work with Infobip APIs more efficiently.84.9OpenAI Responses APIThe Responses API from OpenAI — 6 operation(s) for responses.84.5elevenlabs Tools APIEndpoints for managing external tools and webhook integrations that agents can invoke during conversations.80.4LaunchDarkly MCP ServerLaunchDarkly operates a first-party hosted Model Context Protocol server at https://mcp.launchdarkly.com/mc...79.7Adobe MCP ServersAdobe ships Model Context Protocol servers on three surfaces: a remote Marketo Engage server exposing 100+ ...77.3Delx Tools APIThe tools API from Delx — 2 operation(s) for tools.72.5Salesforce Hosted MCP ServersGenerally available remote Model Context Protocol servers that expose the Salesforce sObject layer to AI ag...70.4Opper AI Tools APIWeb search, fetch, and other utility tools67.1
Strong 32 Solid coverage with minor gaps
Google Dialogflow Tools APIThe tools API from Google Dialogflow — 4 operation(s) for tools.66.1Workato Tools APITools are individual API endpoints or actions exposed through an MCP server and available to AI agents.65.7Syllable Tools APIOperations related to tool configuration. A tool is a function that an agent can call to perform actions li...65.1Dust Tools APITools64.9Tradeshift Tools APIThe Tools API from Tradeshift — 3 operation(s) for tools.64.8VideoGen Tools APIGenerate images, videos, audio, and more. All tool endpoints are asynchronous.64.8Nexla Tools APIThe tools API from Nexla — 10 operation(s) for tools.64.3Airia Tools APIThe Tools API from Airia — 9 operation(s) for tools.64.0MadeOnSol Tools APIPublic Solana & Robinhood Chain tools directory search. 1 operation(s) of the keyed MadeOnSol API (Bearer m...63.4Novu MCP ServerOfficial Model Context Protocol server exposing the Novu REST API surface as MCP tools so AI agents (Claude...63.4Seekr Tools APIThe Tools API from Seekr — 7 operation(s) for tools.63.4Landing.ai Tools APIThe Tools API from Landing.ai — 50 operation(s) for tools.62.0Integration.app (Membrane) Tools APIThe Tools API from Integration.app (Membrane) — 2 operation(s) for tools.60.3invinoveritas Tools APIThe tools API from invinoveritas — 1 operation(s) for tools.60.0AutoGPT Tools APIThe tools API from AutoGPT — 2 operation(s) for tools.59.2emem Tools APIThe Tools API from emem — 1 operation(s) for tools.58.9arcade-dev Tools APIThe Tools API from arcade-dev — 9 operation(s) for tools.58.7MERCURY MCP ServerHosted Model Context Protocol server (serverInfo mercury-x402 1.0.0, protocolVersion 2025-06-18, streamable...58.6Aptible Tools APIThe Tools API from Aptible — 1 operation(s) for tools.58.5AppDirect Tools APIThe Tools API from AppDirect — 24 operation(s) for tools.58.1Latitude Tools APIThe Tools API from Latitude — 8 operation(s) for tools.57.7Phonic Tools APIThe tools API from Phonic — 2 operation(s) for tools.57.7Fixie Tools APIThe tools API from Fixie — 4 operation(s) for tools.57.6Council of AI Tools APIThe Tools API from Council of AI — 1 operation(s) for tools.57.3Facilio Tools APITool balances per storeroom (read-only list, detail, and bin list); non-rotating quantity changes use the t...57.1Zai Tools APIThe Tools API from Zai — 1 operation(s) for tools.56.4Blazing Bullet Private Limited Tools APIThe tools API from Blazing Bullet Private Limited — 7 operation(s) for tools.56.3GZW Data API Tools APIThe Tools API from GZW Data API — 4 operation(s) for tools.56.0Composio Tools APITool execution endpoints55.8Larridin Tools APIBrowser and desktop AI tool adoption, policy enforcement, and unapproved tool discovery.54.7APIClaw Tools APIThe tools API from APIClaw — 8 operation(s) for tools.54.6Makinari MCP ServerOfficial hosted Model Context Protocol server at POST https://backend.makinari.com/api/mcp (JSON-RPC 2.0 ov...54.4
Developing 40 Usable, with meaningful gaps to close
Anam.ai Tools APIThe Tools API from Anam.ai — 2 operation(s) for tools.54.2mcpgate Tools APIThe Tools API from mcpgate — 9 operation(s) for tools.54.2Vertesia Tools APIThe Tools API from Vertesia — 3 operation(s) for tools.54.1LI.FI Tools APIThe Tools API from LI.FI — 1 operation(s) for tools.53.6XGuard Tools APIThe Tools API from XGuard — 2 operation(s) for tools.52.4Fullpath MCP ToolsA first-party Model Context Protocol tool manifest published by Fullpath for AI assistants. Thirteen tools ...52.0Letta Tools APIRegister and execute custom tools (sandboxed Python, client-side, MCP).51.5Monoova Tools API Overview The APIs in the tools/v1/ section represent utilities that you may find useful while consuming t...51.21F916 Tools APIThe Tools API from 1F916 — 2 operation(s) for tools.50.9Clarifeye Tools APIExecute configured AI tools with custom parameters50.9Coin Railz MCP ServerRemote MCP server on the primary domain: POST https://coinrailz.com/mcp (JSON-RPC 2.0). tools/list is open ...50.0ClawdChat 虾聊 Tools APIThe tools API from ClawdChat 虾聊 — 11 operation(s) for tools.49.0Vectara Tools APIManage tools and tool servers used by agents.48.4Phos Labs Tools APIThe Tools API from Phos Labs — 1 operation(s) for tools.47.6HumanLoop AI APIHumanLoop AI API as documented publicly: 6 operations. Contract generated from the documentation by API Eva...47.3MikMak Commerce MCP ServerThe MikMak Commerce MCP Server is a hosted Model Context Protocol surface in front of the Headless Commerce...47.1Verified Digital Agents (VDA) Tools APIThe Tools API from Verified Digital Agents (VDA) — 10 operation(s) for tools.46.2PageAudit Tools APIThe Tools API from PageAudit — 4 operation(s) for tools.46.0Bright Data MCP ServerBright Data's Model Context Protocol server exposes 60+ web-access tools (search, scrape, structured extrac...45.8Dyno Tools APIThe tools API from Dyno — 3 operation(s) for tools.45.8Deepset Tools APIThe tools API from Deepset — 4 operation(s) for tools.44.8Neuronto ARD Registry Tools APIThe Tools API from Neuronto ARD Registry — 1 operation(s) for tools.44.6Telenor Sverige Tools APIWeb search, fetch, and other utility tools44.5Acrux Core Tools APIThe Tools API from Acrux Core — 5 operation(s) for tools.44.4PeopleSearch.im Tools APIThe Tools API from PeopleSearch.im — 1 operation(s) for tools.44.4Fortanix Tools APIThe Tools API from Fortanix — 2 operation(s) for tools.44.1Jinba Tools APIThe Tools API from Jinba — 2 operation(s) for tools.43.5Index Commerce Tools APICreate, inspect, update, and execute saved tools.43.4Anchor Browser Tools APIThe Tools API from Anchor Browser — 4 operation(s) for tools.43.3AlphaSense MCP ServerModel Context Protocol surface that lets MCP-aware AI clients (Claude, Cursor, ChatGPT-style desktop hosts,...42.8Taxley (UK Corporation Tax API) Tools APIThe Tools API from Taxley (UK Corporation Tax API) — 18 operation(s) for tools.42.7LangChain Tools APIThe tools API from LangChain — 3 operation(s) for tools.42.6ShapelessAI Tools APIThe Tools API from ShapelessAI — 1 operation(s) for tools.41.7Archestra AI Tools APIThe Tools API from Archestra AI — 2 operation(s) for tools.41.6AskUI Tools APIThe tools API from AskUI — 1 operation(s) for tools.41.6LanceDB MCP ServerModel Context Protocol (MCP) server exposing LanceDB tables as retrieval tools for MCP-aware agents and IDEs.41.5BCB Group Tools APIThe Tools API from BCB Group — 1 operation(s) for tools.41.2IMDb-API Tools APIImage utilities and account usage.40.9Finn-tannlege MCP ServerModel Context Protocol server in two shipped forms: a remote Streamable-HTTP endpoint at https://finn-tannl...40.6WarpPay402 Studio Tools APIThe Tools API from WarpPay402 Studio — 17 operation(s) for tools.40.6
Thin 20 Limited public surface area
Import2 Tools APISupported source and destination migration tools.38.5Mastra Tools APIThe Tools API from Mastra — 3 operation(s) for tools.37.7Flowise Tools APIThe tools API from Flowise — 2 operation(s) for tools.37.1Langbase Tools APIThe Tools API from Langbase — 2 operation(s) for tools.34.6Vapi Tools APIThe Tools API from Vapi — 2 operation(s) for tools.34.4PDFfiller Tools APIDocument utility tools (merge, convert)33.7Stanley Black & Decker Tools APIConnected tool management operations33.5Conductor MCP ServerConductor MCP is an official Model Context Protocol server for Orkes Conductor that exposes workflow execut...32.7Heretto APIHeretto API as documented publicly: 5 operations. Contract generated from the documentation by API Evangeli...32.7LangSmith Tools APIThe tools API from LangSmith — 3 operation(s) for tools.32.7Humanloop LLM Platform APIThe Humanloop REST API and SDKs covered prompts, tools, datasets, evaluations, evaluators, and logs for LLM...32.5Humanloop Tools APIThe Tools API from Humanloop — 2 operation(s) for tools.32.5LiteLLM MCP APIProvides /mcp endpoints for Model Context Protocol (MCP) integration, enabling LLMs to interact with extern...32.5Zendit Tools APIUtility endpoints32.5Urantia Papers Tools APIThe Tools API from Urantia Papers — 2 operation(s) for tools.32.2RSC Tools APIChemical format conversion and validation utilities.31.9Getnet MCP AI ToolkitModel Context Protocol toolkit that exposes Getnet payment operations to AI assistants such as ChatGPT, Cla...28.6BizVerify Tools APIThe Tools API from BizVerify — 2 operation(s) for tools.26.9Bannerbear Tools APIThe Tools API from Bannerbear — 21 operation(s) for tools.26.4Codacy Tools APIThe tools API from Codacy — 6 operation(s) for tools.26.4
Emerging 13 Early or largely undocumented
Open WebUI APIREST API exposed by a self-hosted Open WebUI instance. Endpoints cover chat completions (proxying upstream ...25.6PMTiles CLISingle-binary command-line tool for working with PMTiles archives. Supports show, tile, verify, extract, me...24.9Three.js EditorBrowser-based scene editor for assembling Three.js scenes, importing assets, editing materials and lights, ...24.4Cables Tools APIThe Tools API from Cables — 168 operation(s) for tools.24.2AG2 Python FrameworkCore open-source Python library for building agentic AI applications. Provides ConversableAgent, AssistantA...24.0Agno Python FrameworkOpen-source Python framework for building agents with memory, knowledge, and tools. Provides Agent, Team, W...23.8Glean Tools APIThe tools API from Glean — 2 operation(s) for tools.23.0Kuehne+Nagel Tools APIManage and discover available LLM tools for function calling. Includes both local tools and tools from regi...21.3intel Tools APIDeveloper tools and toolkit operations18.4FastMCP ServerThe FastMCP Server is the Python entry point for exposing tools, resources, prompts, and apps to any Model ...18.2Cline MCP MarketplaceMarketplace for MCP servers/tools that extend the Cline agent.15.3py-qua-toolsToolbox of Python utilities for QUA experiments — analog filters, mixer calibration, plotting, calibration ...12.5Parloa Custom REST Services IntegrationParloa AMP can be extended with custom services exposed over REST that the AI agent calls during a conversa...11.0
Minimal 1 Almost no public developer surface
PlayAI Voice Agents APIThe PlayAI Voice Agents API lets developers create, configure, and run conversational AI agents that proces...0.0

Companies reaching this through an API (107)

These companies publish an API, specification or operation carrying “Tools” 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.

1F916 Acrux Core Ada Adobe Suite AG2 Airia AlphaSense Anam.ai Anchor Browser APIClaw AppDirect Aptible Arcade.dev Archestra AI AskUI AutoGPT AutoLeadStar BCB Group BizVerify Blazing Bullet Private Limited Bright Data Cables Clarifeye ClawdChat 虾聊 Cline Codacy Coin Railz Conductor OSS Council of AI Deepset Delx Dust Dyno ElevenLabs emem Facilio Finn-tannlege Fixie Flowise Fortanix Getnet Glean Google Dialogflow GZW Data API Heretto HumanLoop AI IMDb-API Import2 Index Commerce Infobip
Show all 107 companies ↓
Integration.app (Membrane) Intel invinoveritas Kuehne+Nagel LanceDB Landing.ai Langbase LangChain LangSmith Larridin Latitude LaunchDarkly Letta LI.FI LiteLLM MadeOnSol Mastra mcpgate MERCURY MikMak Monoova Neuronto ARD Registry Nexla Novu Open WebUI OpenAI Opper AI PageAudit Parloa PDFfiller PeopleSearch.im Phonic Phos Labs PlayHT Protomaps Quantum Machines RSC Salesforce Service Cloud APIs Seekr ShapelessAI Syllable Taxley (UK Corporation Tax API) Telenor Sverige Three.js Tradeshift Uncodie (now Makinari) Urantia Papers Vapi Vectara Verified Digital Agents (VDA) Vertesia VideoGen WarpPay402 Studio Workato XGuard Zai Zendit

Score breakdown

Frequency
63.5
log-scaled weighted occurrences
Breadth
0.5
spread across providers
Quality lift
29.4
mean composite of providers using it
Cohesion
7.7
strength of nearest seed neighbor

Related tags

Prompts 14 co-occurrences RAG 15 co-occurrences Memory 11 co-occurrences Skills 11 co-occurrences A2A 27 co-occurrences x402 12 co-occurrences

Where this tag comes from

Api tag114
Provider tag22
Openapi tag66
Openapi op tag241

Work with this as data

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Tools for tags

7 MCP tools reach this
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  • 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.
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