AgentQL
Free让 AI 代理从非结构化网页中获取结构化数据。
FreeFree tier
About AgentQL
AgentQL MCP Server is an open-source Model Context Protocol server that integrates AgentQL's data extraction capabilities. It provides a single tool, extract-web-data, which allows AI agents to extract structured data from any URL by describing the desired data and fields in natural language. The server can be installed via npm and configured with an API key from the AgentQL Dev Portal. It works with various MCP-compatible applications such as Claude Desktop, VS Code, Cursor, and Windsurf.
Key Features
Extract structured data from any URL using natural language prompts
Single tool: extract-web-data – describe desired fields in plain text
MCP-compatible: integrates with Claude Desktop, VS Code, Cursor, Windsurf
Easy installation via npm (npm install -g agentql-mcp)
Open-source repository on GitHub
Pros & Cons
Pros
- Natural language interface simplifies data extraction
- Seamless integration with popular MCP clients
- Open-source and free to use
- Quick setup via npm and API key
Cons
- Requires a valid AgentQL API key (not standalone)
- Relies on third-party AgentQL service for extraction
- Only one tool currently available
Best For
Web scraping and data extraction for AI agentsAutomating data collection from web pagesEnabling LLM assistants to query live web dataBuilding MCP-based workflows that require structured web output
FAQ
What is AgentQL MCP Server?
It is an open-source Model Context Protocol server that allows AI agents to extract structured data from web pages using natural language prompts.
How do I install it?
Install via npm: npm install -g agentql-mcp, then configure the AGENTQL_API_KEY environment variable.
Do I need an API key?
Yes, you need to obtain an API key from the AgentQL Dev Portal.
Which applications can I use it with?
It works with MCP-compatible apps such as Claude Desktop, VS Code, Cursor, and Windsurf.
How do I use the tool?
The server provides the extract-web-data tool. You provide a URL and a prompt describing the data you want, and it returns structured data.