Internet task execution for AI agents

Internet task execution is the ability of an AI agent to perform a defined action on a real website, such as placing an order, booking a service, submitting a form, or checking an account, and receive structured evidence of the outcome. It is different from answering a question about the web.

user intent -> discover -> authenticate -> list action -> approve -> execute -> verify

What changes when an agent can execute?

A language model can describe the steps a person should take. A search tool can find the correct page. An execution layer adds the missing operational step: it gives the agent a constrained way to invoke a real action with known inputs and an explicit result. The agent remains responsible for understanding the request, asking for necessary approval, and deciding whether an action is appropriate.

AgentWeb provides this execution layer through maintained Action Maps. An Action Map describes a supported workflow on a website as structured inputs and outputs. The agent calls the action through MCP or API instead of interpreting every screen and generating a long chain of clicks. AgentWeb is a connector for an existing agent, not a second chatbot and not an agent framework.

How does an AgentWeb task work?

1. Read. The agent can use read_page to retrieve accessible page content as clean text, links, forms, and metadata.
2. Discover. The agent calls discover for the target domain to see which mapped actions are available and what authentication the site expects.
3. Select. list_actions exposes curated actions and their required parameters, allowing the agent to choose a specific operation.
4. Confirm. Before an irreversible or paid action, the agent should tell the user what will happen and obtain the appropriate approval.
5. Execute and verify. The agent calls execute with an AgentWeb API key. The runtime returns structured status, verification, a receipt when available, or a failure artifact.

This sequence makes failure visible. If a required map is missing, a connection has expired, or the action cannot run safely, the correct result is a clear gap or failure, not a fabricated success.

How do Action Maps compare with other web access?

These approaches can coexist. A capable agent may research with search, inspect a page, use AgentWeb for a mapped action, and reserve browser control for a workflow that requires visual interaction. If a first-party API fully solves the task, it is usually the direct choice.

Why maintain the execution interface?

Websites change. A workflow tied to a button label, screen coordinate, or CSS selector can become invalid even when the underlying task is unchanged. AgentWeb indexes supported workflows into Action Maps and maintains those maps as sites change. That lets the calling agent work with the intent of an action rather than the current visual arrangement of a page.

Maintenance does not make every website universally executable, and it does not eliminate failures. It narrows the interface for supported actions and makes results easier to interpret. Teams evaluating any execution provider should test the exact domains, account states, and edge cases they expect to use.

When should an agent use internet task execution?

How do authentication and payments work?

Public documentation and discovery metadata are readable without an account, while MCP execution requires an AgentWeb account and an aw_ API key. Some actions also need the user's account on the target site. In that case, AgentWeb provides a connection flow for the user to sign in, and the agent can poll until the connection is ready. The user should review the Terms and Privacy Policy before account creation.

For supported checkouts, eligible users can enroll a payment card in the AgentWeb dashboard and set per-purchase, daily, and mandate limits. Raw card numbers should never be placed in an agent conversation. Availability depends on plan, account setup, target site, and the requested action. See current pricing and plan details before designing a production workflow.

How can a developer connect an agent?

AgentWeb exposes a Streamable HTTP MCP server at https://mcp.agentweb.us/mcp. For Claude Code, the documented installation command is:

claude mcp add agentweb --transport http https://mcp.agentweb.us/mcp

Other MCP clients can add the same endpoint as a remote server. Developers who need direct integration can review the developer overview, API reference, and OpenAPI document. Account connection, target-site authentication, scopes, and user approval should be designed before production execution.

Which websites and actions are available?

Coverage is specific, not universal. Use discover at runtime and browse the public AgentWeb site library to inspect mapped domains. A listing does not mean every possible task on that domain is supported. The agent should select from the returned action catalog and check the required parameters. If a site is missing, users can request a new map, but they should not assume it will be immediately available.

What should teams test before production?

Start with one narrow task. Record the expected result, approval boundary, account state, and safe failure behavior. Test successful execution, missing inputs, an expired target-site connection, a changed page, cancellation, and any payment limit. Confirm that logs avoid sensitive values and that the agent communicates uncertainty instead of claiming success without verification. Compare the workflow with a first-party API and a browser-based fallback using the same acceptance criteria.

The goal is not to give an agent unrestricted control of the web. The goal is to give it a defined, observable way to complete an authorized task. For the visual automation side of the category, read the guide to agent browsers and structured web actions.