--- title: "AgentQL MCP Server: review, setup & limitations · Undominated.ai" canonical: https://undominated.ai/mcp-servers/agentql/ description: "Extract structured fields from a webpage using a URL and a natural-language data description." --- # AgentQL MCP Server: review, setup & limitations · Undominated.ai > Extract structured fields from a webpage using a URL and a natural-language data description. [← Explore all mcp servers](/mcp-servers/) WEB RESEARCH / Tiny Fish # AgentQL MCP Server Extract structured fields from a webpage using a URL and a natural-language data description. [See setup guidance ↓](#setup)[Original source ↗](https://github.com/tinyfish-io/agentql-mcp) SOURCE REVIEW Reviewed 2026-10-14 Evidence 4 linked sources Publisher Tiny Fish Licence [MIT ↗](https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/LICENSE) Revision 64dfae753b92 [Read what was—and wasn’t—checked ↓](#review) “Extract structured fields from a webpage using a URL and a natural-language data description.” [Tiny Fish · upstream description ↗](https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/README.md) Our analysis follows below. 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. ### A good fit for - Extract structured fields from a webpage using a URL and a natural-language data description. - Run npx -y agentql-mcp with Node.js and AGENTQL_API_KEY from the AgentQL developer portal in the client secret environment. ### Weigh up before choosing - The tool extracts requested data; it does not establish completeness or correctness of every field, so compare important results with the source page. - Package/container parity with the pinned source and transitive dependency security were not established. 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 ↗](https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/README.md) DOCUMENTED COMMAND npx -y agentql-mcp Copy command ↗ Copying does not execute this command. It may retrieve a newer version than the reviewed source. - Run npx -y agentql-mcp with Node.js and AGENTQL_API_KEY from the AgentQL developer portal in the client secret environment. - 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. ### Compatibility MCP clients that can launch the documented local process. ### Implementation TypeScript ### Transports stdio ### Local process with service or workstation access - The extraction request sends the target URL and prompt to AgentQL using the supplied API account. ### Cost model Publisher service entitlements, API usage and infrastructure charges apply where applicable; the MCP source licence does not include external services. 04 / FOLLOW THE EVIDENCE ## The source trail. Our notes are separate from the original resource. Check upstream before adopting a new version. - [Pinned publisher README and migration notices ↗](https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/README.md) Checked 2026-10-14 https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/README.md Supports: description, setup, capabilities, review, limitations - [Licence text at the reviewed commit ↗](https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/LICENSE) Checked 2026-10-14 https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/LICENSE Supports: license - [Pinned package metadata ↗](https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/package.json) Checked 2026-10-14 https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/package.json Supports: install, language, review - [Pinned implementation inspected for launch or permission boundary ↗](https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/src/index.ts) Checked 2026-10-14 https://github.com/tinyfish-io/agentql-mcp/blob/64dfae753b92a75535948b29b9b7288c2ae91a08/src/index.ts Supports: review, install, access, limitations KEEP COMPARING ## Other approaches to consider. Related by category or shared topics. These are alternatives to inspect, not a measured quality order. [### Oxylabs MCP Server ↗ Retrieve rendered webpages, search-engine results and structured extraction output using Oxylabs services.](/mcp-servers/oxylabs/)[### SerpApi MCP Server ↗ Search multiple search engines with engine-specific schemas and optional interactive result views.](/mcp-servers/serpapi/)[### You.com MCP Bridge ↗ Connect local MCP clients to You.com search and discovery using a documented stdio bridge.](/mcp-servers/you-search/) [AI Tools ↗](/tools/)[Skills ↗](/skills/)[Agents ↗](/agents/)[MCP Servers ↗](/mcp-servers/)[Workflows ↗](/workflows/) ## Continue your investigation - [Inspect resource evidence](/tools/) - [Choose a host](/agents/) - [Inspect reusable workflows](/skills/) - [Use Undominated data](/api/)