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WEB RESEARCH / Tiny Fish

AgentQL MCP Server

Extract structured fields from a webpage using a URL and a natural-language data description.

“Extract structured fields from a webpage using a URL and a natural-language data description.”

01 / THE REASONING

Why this made the selection.

  • Extract structured fields from a webpage using a URL and a natural-language data description.
  • The setup documentation makes this operating boundary explicit: The extraction request sends the target URL and prompt to AgentQL using the supplied API account.

02 / THE REVIEW RECORD

What we actually inspected.

Source review has boundaries.
A clear record is more useful than a “safe” badge.

Material inspected

  • README.md
  • LICENSE
  • package.json
  • src/index.ts

Our findings

  • The extraction request sends the target URL and prompt to AgentQL using the supplied API account.
  • The tool extracts requested data; it does not establish completeness or correctness of every field, so compare important results with the source page.

Not established by this review

  • No server installation, authentication, live tool execution or isolation test was performed.
  • Package/container parity with the pinned source and transitive dependency security were not established.

The review applies to the material and revision named here. A newer upstream release can change its behavior.

03 / PUT IT TO WORK

Connect a server deliberately.

Upstream setup instructions ↗

DOCUMENTED COMMAND

npx -y agentql-mcp

Copying does not execute this command. It may retrieve a newer version than the reviewed source.

  1. Run npx -y agentql-mcp with Node.js and AGENTQL_API_KEY from the AgentQL developer portal in the client secret environment.
  2. Verify the connected account, available tools and target resource before authorizing mutations.

Before you start

  • A compatible local process MCP client.
  • The extraction request sends the target URL and prompt to AgentQL using the supplied API account.

04 / FOLLOW THE EVIDENCE

The source trail.

Our notes are separate from the original resource.
Check upstream before adopting a new version.

  1. https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/README.md

    Supports: description, setup, capabilities, review, limitations

  2. https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/LICENSE

    Supports: license

  3. Pinned package metadata ↗Checked

    https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/package.json

    Supports: install, language, review

  4. https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/src/index.ts

    Supports: review, install, access, limitations

Evidence & Ask