established · 0.0 capabilitymarket actiondomain

Tools

Score 24.9 / 100 12 providers +74 via APIs 81 APIs Search apis.io →
Variants seen in the corpus: Toolstools

Providers using this tag (12)

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

Strong 2 Solid coverage with minor gaps
ComposioAI AgentsAuthenticationIntegrationMCP2 APIs56.4SmitheryArtificial IntelligenceAgentsMCPRegistry2 APIs55.3
Developing 3 Usable, with meaningful gaps to close
ToolhouseAgent InfrastructureAI AgentsAI WorkersBackend-as-a-Service1 API53.7JinbaCompanyArtificial IntelligenceAgentsWorkflow-Automation2 APIs42.0HumanloopLLM PlatformPrompt ManagementEvaluationsLLMOps1 API40.1
Thin 5 Limited public surface area
MonidCompanyAgentsMCP1 API36.6Stanley Black & DeckerHardwareManufacturingIoT1 API35.1Phidata / AgnoAI AgentsAgnoPhidataPython3 APIs31.6Ace HardwareRetailHardwareHome Improvement3 APIs30.2Model Context Protocol (MCP)MCPAI AgentsResources17 APIs27.1
Emerging 1 Early or largely undocumented
FastMCPMCPPythonFrameworkOpen-Source6 APIs19.7
Minimal 1 Almost no public developer surface
ToolsvillaCompanyE-CommerceRetailMarketplace5.0

APIs with this tag (81)

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 10 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...83.2OpenAI Responses APIThe Responses API from OpenAI — 6 operation(s) for responses.82.9LaunchDarkly MCP ServerLaunchDarkly operates a first-party hosted Model Context Protocol server at https://mcp.launchdarkly.com/mc...77.9Arcade Tools APIThe Tools API from Arcade — 9 operation(s) for tools.75.7Adobe MCP ServersAdobe ships Model Context Protocol servers on three surfaces: a remote Marketo Engage server exposing 100+ ...75.6Infobip Tools APIDeveloper utilities to help you integrate and work with Infobip APIs more efficiently.75.4Vapi Tools APITools endpoints.73.6Dust Tools APITools73.0Novu MCP ServerOfficial Model Context Protocol server exposing the Novu REST API surface as MCP tools so AI agents (Claude...71.1Salesforce Hosted MCP ServersGenerally available remote Model Context Protocol servers that expose the Salesforce sObject layer to AI ag...68.6
Strong 15 Solid coverage with minor gaps
Dialogflow ES API (Essentials)The Dialogflow ES v2 API — 279 operations across 27 resource groups covering the agent, intents, entity typ...65.2Nexla Tools APIThe tools API from Nexla — 10 operation(s) for tools.64.1Workato Tools APITools are individual API endpoints or actions exposed through an MCP server and available to AI agents.62.9Landing.ai Tools APIThe Tools API from Landing.ai — 50 operation(s) for tools.62.4GZW Data API Tools APIThe Tools API from GZW Data API — 4 operation(s) for tools.62.0Syllable Tools APIOperations related to tool configuration. A tool is a function that an agent can call to perform actions li...61.9Seekr Tools APIThe Tools API from Seekr — 7 operation(s) for tools.61.3arcade-dev Tools APIThe Tools API from arcade-dev — 9 operation(s) for tools.59.8Composio Tools APITool execution endpoints56.4AppDirect Tools APIThe Tools API from AppDirect — 24 operation(s) for tools.56.1OpenAI Responses APIThe Responses API is OpenAI's recommended API primitive for new projects, an evolution of Chat Completions ...55.9LI.FI Tools APIThe Tools API from LI.FI — 1 operation(s) for tools.55.5Paragon Tools APIList and execute ActionKit Integration Tools for AI agents and apps.55.4Tradeshift Tools APIThe Tools API from Tradeshift — 3 operation(s) for tools.55.4Vectara Tools APIManage tools and tool servers used by agents.54.3
Developing 31 Usable, with meaningful gaps to close
Anam.ai Tools APIThe Tools API from Anam.ai — 2 operation(s) for tools.54.2Makinari MCP ServerOfficial hosted Model Context Protocol server at POST https://backend.makinari.com/api/mcp (JSON-RPC 2.0 ov...53.9AlphaSense MCP ServerModel Context Protocol surface that lets MCP-aware AI clients (Claude, Cursor, ChatGPT-style desktop hosts,...53.3Monoova Tools API Overview The APIs in the tools/v1/ section represent utilities that you may find useful while consuming t...52.8Zai Tools APIThe Tools API from Zai — 1 operation(s) for tools.52.6Phonic tools APIThe tools API from Phonic — 2 operation(s) for tools.52.1Bright Data MCP ServerBright Data's Model Context Protocol server exposes 60+ web-access tools (search, scrape, structured extrac...51.9Aptible Tools APIThe Tools API from Aptible — 1 operation(s) for tools.51.8Anam Tools APIThe Tools API from Anam — 2 operation(s) for tools.51.6Fullpath MCP ToolsA first-party Model Context Protocol tool manifest published by Fullpath for AI assistants. Thirteen tools ...50.9Anchor Browser Tools APIThe Tools API from Anchor Browser — 4 operation(s) for tools.50.6Fixie tools APIThe tools API from Fixie — 4 operation(s) for tools.50.3Letta Tools APIRegister and execute custom tools (sandboxed Python, client-side, MCP).50.3LanceDB MCP ServerModel Context Protocol (MCP) server exposing LanceDB tables as retrieval tools for MCP-aware agents and IDEs.49.6Flowise tools APIThe tools API from Flowise — 2 operation(s) for tools.48.5IMDb-API Tools APIImage utilities and account usage.48.4Dyno Tools APIThe tools API from Dyno — 3 operation(s) for tools.48.3Facilio Tools APITool balances per storeroom (read-only list, detail, and bin list); non-rotating quantity changes use the t...48.2Klavis AI Tools APIList and invoke MCP server tools47.2Larridin Tools APIBrowser and desktop AI tool adoption, policy enforcement, and unapproved tool discovery.45.8MikMak Commerce MCP ServerThe MikMak Commerce MCP Server is a hosted Model Context Protocol surface in front of the Headless Commerce...45.7PlayAI Voice Agents APIThe PlayAI Voice Agents API lets developers create, configure, and run conversational AI agents that proces...44.1BCB Group Tools APIThe Tools API from BCB Group — 1 operation(s) for tools.43.7Clarifeye Tools APIExecute configured AI tools with custom parameters43.5AskUI tools APIThe tools API from AskUI — 1 operation(s) for tools.43.2Fortanix Tools APIThe Tools API from Fortanix — 2 operation(s) for tools.42.8Jinba Tools APIThe Tools API from Jinba — 2 operation(s) for tools.42.0LangChain tools APIThe tools API from LangChain — 3 operation(s) for tools.40.6Humanloop LLM Platform APIThe Humanloop REST API and SDKs covered prompts, tools, datasets, evaluations, evaluators, and logs for LLM...40.1Humanloop Tools APIThe Tools API from Humanloop — 2 operation(s) for tools.40.1PDFfiller Tools APIDocument utility tools (merge, convert)39.9
Thin 18 Limited public surface area
Langbase Tools APIThe Tools API from Langbase — 2 operation(s) for tools.37.7Import2 Tools APISupported source and destination migration tools.37.3Vapi Tools APIThe Tools API from Vapi — 2 operation(s) for tools.37.1Mastra Tools APIThe Tools API from Mastra — 3 operation(s) for tools.36.6LangSmith tools APIThe tools API from LangSmith — 3 operation(s) for tools.36.0Stanley Black & Decker Tools APIConnected tool management operations35.1PMTiles CLISingle-binary command-line tool for working with PMTiles archives. Supports show, tile, verify, extract, me...34.9Conductor MCP ServerConductor MCP is an official Model Context Protocol server for Orkes Conductor that exposes workflow execut...34.6Zendit Tools APIUtility endpoints34.4RSC Tools APIChemical format conversion and validation utilities.33.8LiteLLM MCP APIProvides /mcp endpoints for Model Context Protocol (MCP) integration, enabling LLMs to interact with extern...33.0elevenlabs Tools APIEndpoints for managing external tools and webhook integrations that agents can invoke during conversations.32.7AG2 Python FrameworkCore open-source Python library for building agentic AI applications. Provides ConversableAgent, AssistantA...31.8Agno Python FrameworkOpen-source Python framework for building agents with memory, knowledge, and tools. Provides Agent, Team, W...31.6BizVerify Tools APIThe Tools API from BizVerify — 2 operation(s) for tools.29.9Glean tools APIThe tools API from Glean — 2 operation(s) for tools.29.1Open WebUI APIREST API exposed by a self-hosted Open WebUI instance. Endpoints cover chat completions (proxying upstream ...28.6Getnet MCP AI ToolkitModel Context Protocol toolkit that exposes Getnet payment operations to AI assistants such as ChatGPT, Cla...28.3
Emerging 7 Early or largely undocumented
Three.js EditorBrowser-based scene editor for assembling Three.js scenes, importing assets, editing materials and lights, ...25.7Kuehne+Nagel Tools APIManage and discover available LLM tools for function calling. Includes both local tools and tools from regi...23.9intel Tools APIDeveloper tools and toolkit operations23.6FastMCP ServerThe FastMCP Server is the Python entry point for exposing tools, resources, prompts, and apps to any Model ...19.7Parloa Custom REST Services IntegrationParloa AMP can be extended with custom services exposed over REST that the AI agent calls during a conversa...19.2Cline MCP MarketplaceMarketplace for MCP servers/tools that extend the Cline agent.16.7py-qua-toolsToolbox of Python utilities for QUA experiments — analog filters, mixer calibration, plotting, calibration ...14.0

Companies reaching this through an API (74)

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.

Ada Adobe Suite AG2 AlphaSense Anam Anam.ai Anchor Browser AppDirect Aptible Arcade Arcade.dev AskUI AutoLeadStar BCB Group BizVerify Bright Data ChatGPT Clarifeye Cline Conductor OSS Dust Dyno Elevenlabs Facilio Fixie Flowise Fortanix Getnet Glean Google Dialogflow GZW Data API IMDb-API Import2 Infobip Intel Klavis AI Kuehne+Nagel LanceDB Landing.ai Langbase LangChain LangSmith Larridin LaunchDarkly Letta LI.FI LiteLLM Mastra MikMak Monoova
Show all 74 companies ↓
Nexla Novu Open WebUI OpenAI Paragon Parloa PDFfiller Phonic PlayHT Protomaps Quantum Machines RSC Salesforce Service Cloud APIs Seekr Syllable Three.js Tradeshift Uncodie (now Makinari) Vapi Vapi Vectara Workato Zai Zendit

Score breakdown

Frequency
61.6
log-scaled weighted occurrences
Breadth
0.3
spread across providers
Quality lift
40.9
mean composite of providers using it
Cohesion
8.1
strength of nearest seed neighbor

Related tags

RAG 12 co-occurrences Prompts 8 co-occurrences Runs 9 co-occurrences Conversations 12 co-occurrences Knowledge 6 co-occurrences Voices 6 co-occurrences Assistants 5 co-occurrences Agents 41 co-occurrences

Where this tag comes from

Provider tag12
Api tag80
Openapi tag49
Openapi op tag224

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MCP server

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