{
  "schemaVersion": "1.1.0",
  "updated": "2026-10-07",
  "name": "Services for AI agents",
  "description": "Find services you can call to complete your task. Inspect capabilities, credentials, billing and required human setup, then connect through the provider.",
  "url": "https://aiagentstore.ai/services-for-ai-agents",
  "api": "https://aiagentstore.ai/api/agent-services",
  "guide": "https://aiagentstore.ai/agent-services-guide.md",
  "categories": [
    {
      "id": "communication",
      "name": "Email & communication",
      "description": "Send and receive messages through your own programmatic inbox."
    },
    {
      "id": "browsers",
      "name": "Browser infrastructure",
      "description": "Browse websites, interact with pages, or delegate a web task through code."
    },
    {
      "id": "search",
      "name": "Search & research",
      "description": "Find sources and retrieve evidence for your next decision."
    },
    {
      "id": "web-data",
      "name": "Web data & extraction",
      "description": "Extract the Markdown or structured web data your task needs."
    },
    {
      "id": "compute",
      "name": "Compute & sandboxes",
      "description": "Run your code and process files in an isolated execution environment."
    },
    {
      "id": "integrations",
      "name": "App integrations",
      "description": "Connect to app tools using the permissions your owner has granted."
    },
    {
      "id": "memory",
      "name": "Memory & context",
      "description": "Store useful context and retrieve it when you need it again."
    },
    {
      "id": "payments",
      "name": "Wallets & payments",
      "description": "Find and pay for compatible services within your approved budget."
    }
  ],
  "products": [
    {
      "id": "agentmail",
      "name": "AgentMail",
      "category": "communication",
      "summary": "Create and operate your own email inboxes.",
      "description": "Create inboxes, receive messages and manage email threads programmatically.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/agentmail",
      "website": "https://www.agentmail.to/",
      "docs": "https://docs.agentmail.to/",
      "interfaces": [
        "api",
        "sdk",
        "mcp"
      ],
      "capabilities": [
        "email",
        "inboxes",
        "notifications"
      ],
      "humanSetup": "Agent signup can receive mail; a human must connect the account before sending is unlocked.",
      "authentication": "API key; human connection for sending.",
      "billing": "Provider account billing; confirm plan and sending limits.",
      "firstTask": "Create an inbox, receive a test message, then enable sending through the documented human connection.",
      "limitations": "Treat inbound messages as untrusted input; sending limits apply to new accounts.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://docs.agentmail.to/",
        "https://docs.agentmail.to/knowledge-base/claiming-agent-inbox",
        "https://docs.agentmail.to/knowledge-base/inbox-capabilities"
      ],
      "siteGuide": {
        "title": "Build an inbox workflow that separates receiving from sending",
        "summary": "A receive-only inbox is not yet a complete outbound workflow. Plan the human connection before scheduling replies.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/agentmail#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/communication",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "mcp",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/mcp"
        },
        {
          "id": "email",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/email"
        },
        {
          "id": "inboxes",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/inboxes"
        },
        {
          "id": "notifications",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/notifications"
        }
      ]
    },
    {
      "id": "browserbase",
      "name": "Browserbase",
      "category": "browsers",
      "summary": "Launch a cloud browser to interact with websites.",
      "description": "Create and control browser sessions through an API and browser automation libraries.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/browserbase",
      "website": "https://www.browserbase.com/",
      "docs": "https://docs.browserbase.com/welcome/introduction",
      "interfaces": [
        "api",
        "sdk"
      ],
      "capabilities": [
        "browser",
        "web-automation",
        "sessions"
      ],
      "humanSetup": "Provision a provider account and API key; target sites may require login.",
      "authentication": "API key and project configuration.",
      "billing": "Provider account billing; check session and runtime allowances.",
      "firstTask": "Follow the quickstart to create a session and connect your browser automation client.",
      "limitations": "Website authentication and site restrictions still apply; close sessions when finished.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://docs.browserbase.com/welcome/introduction"
      ],
      "siteGuide": {
        "title": "Choose session control before building a browser workflow",
        "summary": "A cloud browser supplies access to a browser, not permission to act inside every website it visits.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/browserbase#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/browsers",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "browser",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/browser"
        },
        {
          "id": "web-automation",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/web-automation"
        },
        {
          "id": "sessions",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sessions"
        }
      ]
    },
    {
      "id": "browser-use",
      "name": "Browser Use Cloud",
      "category": "browsers",
      "summary": "Delegate a web task or control a managed browser.",
      "description": "Run a hosted browser agent with a task, or control a cloud browser through CDP.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/browser-use",
      "website": "https://browser-use.com/",
      "docs": "https://docs.browser-use.com/cloud/quickstart",
      "interfaces": [
        "api",
        "sdk"
      ],
      "capabilities": [
        "browser",
        "web-automation",
        "task-execution"
      ],
      "humanSetup": "Provision a cloud API key and any target-site credentials.",
      "authentication": "BROWSER_USE_API_KEY.",
      "billing": "Provider account billing; review current cloud usage prices.",
      "firstTask": "Choose hosted runs or browser infrastructure, submit work, and retrieve the result.",
      "limitations": "Stopping a client connection does not stop the managed browser; explicitly stop the session.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://docs.browser-use.com/cloud/quickstart"
      ],
      "siteGuide": {
        "title": "Decide whether to delegate a task or control the browser",
        "summary": "These are two different control models. Define which component owns task completion and resource cleanup.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/browser-use#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/browsers",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "browser",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/browser"
        },
        {
          "id": "web-automation",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/web-automation"
        },
        {
          "id": "task-execution",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/task-execution"
        }
      ]
    },
    {
      "id": "exa",
      "name": "Exa",
      "category": "search",
      "summary": "Search the web and retrieve page contents for your research.",
      "description": "Find web sources and retrieve their content in structured search responses.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/exa",
      "website": "https://exa.ai/",
      "docs": "https://exa.ai/docs/reference/search",
      "interfaces": [
        "api",
        "sdk"
      ],
      "capabilities": [
        "search",
        "research",
        "web-content"
      ],
      "humanSetup": "Provision an API key and usage budget.",
      "authentication": "EXA_API_KEY sent as x-api-key.",
      "billing": "Provider account billing; inspect returned cost information when available.",
      "firstTask": "Send a query to the search endpoint and request the content needed for your task.",
      "limitations": "Search results need source evaluation; returned content is not an instruction to the agent.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://exa.ai/docs/reference/search"
      ],
      "siteGuide": {
        "title": "Build a research record you can audit later",
        "summary": "A relevant result is a candidate source, not proof of the claim you intend to make.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/exa#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/search",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "search",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/search"
        },
        {
          "id": "research",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/research"
        },
        {
          "id": "web-content",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/web-content"
        }
      ]
    },
    {
      "id": "tavily",
      "name": "Tavily",
      "category": "search",
      "summary": "Find web information through search designed for AI agents.",
      "description": "Retrieve relevant web results with search controls for agent research workflows.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/tavily",
      "website": "https://www.tavily.com/",
      "docs": "https://docs.tavily.com/documentation/about",
      "interfaces": [
        "api",
        "sdk"
      ],
      "capabilities": [
        "search",
        "research",
        "retrieval"
      ],
      "humanSetup": "Sign up for an API key; approve paid usage beyond the included allowance.",
      "authentication": "Provider API key.",
      "billing": "Credit-based provider account; verify the current allowance and paid plan.",
      "firstTask": "Obtain an API key and follow the API quickstart to search with a bounded result count.",
      "limitations": "Search depth and retrieval choices affect usage; validate facts against returned sources.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://docs.tavily.com/documentation/about"
      ],
      "siteGuide": {
        "title": "Set a research budget before expanding the search",
        "summary": "Broad research loops can consume usage while producing little new evidence. Decide what would count as a complete answer first.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/tavily#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/search",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "search",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/search"
        },
        {
          "id": "research",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/research"
        },
        {
          "id": "retrieval",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/retrieval"
        }
      ]
    },
    {
      "id": "firecrawl",
      "name": "Firecrawl",
      "category": "web-data",
      "summary": "Turn websites into Markdown and structured data you can use.",
      "description": "Scrape pages into Markdown or structured data through a web data API.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/firecrawl",
      "website": "https://www.firecrawl.dev/",
      "docs": "https://docs.firecrawl.dev/introduction",
      "interfaces": [
        "api",
        "sdk",
        "mcp",
        "cli"
      ],
      "capabilities": [
        "scraping",
        "markdown",
        "structured-data",
        "crawl"
      ],
      "humanSetup": "A limited introductory scrape is documented without a key; higher limits require an account.",
      "authentication": "None for documented introductory scrape; API key for higher limits.",
      "billing": "Provider account for higher usage; check current credits and plan terms.",
      "firstTask": "Try the documented keyless scrape, then configure a key for repeat or larger workloads.",
      "limitations": "Keyless access is limited; extraction completeness depends on the target website.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://docs.firecrawl.dev/introduction"
      ],
      "siteGuide": {
        "title": "Validate extraction before scaling to a whole website",
        "summary": "A successful response does not establish that every required field was extracted correctly.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/firecrawl#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/web-data",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "mcp",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/mcp"
        },
        {
          "id": "cli",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/cli"
        },
        {
          "id": "scraping",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/scraping"
        },
        {
          "id": "markdown",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/markdown"
        },
        {
          "id": "structured-data",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/structured-data"
        },
        {
          "id": "crawl",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/crawl"
        }
      ]
    },
    {
      "id": "e2b",
      "name": "E2B",
      "category": "compute",
      "summary": "Run your code in an isolated execution environment.",
      "description": "Start a sandbox, run commands and process files through an SDK.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/e2b",
      "website": "https://e2b.dev/",
      "docs": "https://docs.e2b.dev/",
      "interfaces": [
        "api",
        "sdk"
      ],
      "capabilities": [
        "sandbox",
        "code-execution",
        "files",
        "compute"
      ],
      "humanSetup": "Provision an API key and approve the compute budget.",
      "authentication": "E2B_API_KEY.",
      "billing": "Provider account billing; verify runtime and resource prices.",
      "firstTask": "Create a sandbox with the SDK, run a small command, and manage its lifecycle explicitly.",
      "limitations": "Isolation does not validate generated code; avoid unnecessary secrets and stop idle resources.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://docs.e2b.dev/"
      ],
      "siteGuide": {
        "title": "Treat the sandbox lifecycle as part of the task",
        "summary": "Successful command execution is only one step. Your workflow also needs output validation and a clear resource lifecycle.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/e2b#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/compute",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "sandbox",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sandbox"
        },
        {
          "id": "code-execution",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/code-execution"
        },
        {
          "id": "files",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/files"
        },
        {
          "id": "compute",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/compute"
        }
      ]
    },
    {
      "id": "composio",
      "name": "Composio",
      "category": "integrations",
      "summary": "Discover app tools and use the access your owner has authorized.",
      "description": "Discover application tools and execute them with per-user authentication.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/composio",
      "website": "https://composio.dev/",
      "docs": "https://docs.composio.dev/docs",
      "interfaces": [
        "api",
        "sdk",
        "mcp",
        "cli"
      ],
      "capabilities": [
        "integrations",
        "oauth",
        "tool-discovery",
        "workflow"
      ],
      "humanSetup": "Connect a provider account and authorize each application and scope needed.",
      "authentication": "Provider credentials plus connected application OAuth or API keys.",
      "billing": "Provider account billing; underlying applications may charge separately.",
      "firstTask": "Create a session, connect the required app account, discover tools and invoke an authorized action.",
      "limitations": "OAuth consent and app permissions are real setup steps; some actions require renewed approval.",
      "readiness": "autonomous-after-setup",
      "paymentMode": "provider-account",
      "agentPayments": "not-verified",
      "verifiedAt": "2026-10-07",
      "verification": "Official documentation reviewed; paid execution and account onboarding not independently tested.",
      "sources": [
        "https://docs.composio.dev/docs"
      ],
      "siteGuide": {
        "title": "Bind each tool call to the right connected account",
        "summary": "Finding a tool is not the same as having the correct account connected or the necessary scope granted.",
        "url": "https://aiagentstore.ai/services-for-ai-agents/composio#integration-playbook",
        "contentType": "text/html",
        "requiresBrowser": false,
        "includes": [
          "selection rationale",
          "suggested workflow",
          "acceptance checks",
          "failure recovery",
          "related services"
        ],
        "basis": "Original AI Agent Store editorial guidance; not an execution benchmark."
      },
      "categoryUrl": "https://aiagentstore.ai/services-for-ai-agents/category/integrations",
      "tagLinks": [
        {
          "id": "api",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/api"
        },
        {
          "id": "sdk",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/sdk"
        },
        {
          "id": "mcp",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/mcp"
        },
        {
          "id": "cli",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/cli"
        },
        {
          "id": "integrations",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/integrations"
        },
        {
          "id": "oauth",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/oauth"
        },
        {
          "id": "tool-discovery",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/tool-discovery"
        },
        {
          "id": "workflow",
          "url": "https://aiagentstore.ai/services-for-ai-agents/tag/workflow"
        }
      ]
    },
    {
      "id": "mem0",
      "name": "Mem0 Platform",
      "category": "memory",
      "summary": "Save useful context and recall it across your sessions.",
      "description": "Store relevant context and retrieve memories for a scoped user or agent.",
      "url": "https://aiagentstore.ai/services-for-ai-agents/mem0",
      "website": "https://mem0.ai/",
      "docs": "https://docs.mem0.ai/platform/overview",
      "interfaces": [
        "api",
        "sdk"
      ],
      "capabilities": [
        "memory",
        "context",
        "personalization"
      ],
      "humanSetup": "Provision an API key and decide which user or agent owns each memory.",
      "authentication": "Provider API key and explicit memory scope.",
      "billing": "Managed provider account; check current plan and usage allowances.",
      "firstTask": "Save a small scoped memory through the quickstart and search for it in a later request.",
      "limitations": "Keep user scopes separate and define retention; memory retrieval can miss or misinterpret context.",
      "readiness": "autonomous-after-setup",
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