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AgentQL MCP

Extract structured data from unstructured web content

Rating

4.0

Votes

0

score

Downloads

578

total

Price

Free

API key required

Works With

Claude CodeCursorWindsurfVS CodeDeveloper tool

About

AgentQL's MCP server enables AI agents to extract structured data from any web page. Define what data you need and AgentQL intelligently identifies and extracts it from unstructured HTML.

Powerful for data extraction tasks that require understanding page structure and content semantics. Returns clean, structured data from messy web pages.

Requires an AgentQL API key.

Don't lose this

Three weeks from now, you'll want AgentQL MCP again. Will you remember where to find it?

Save it to your library and the next time you need AgentQL MCP, it’s one tap away — from any AI app you use. Group it into a bench with the rest of the team for that kind of task and you can pull the whole stack at once.

⚡ Pro tip for geeks: add a-gnt 🤵🏻‍♂️ as a custom connector in Claude or a custom GPT in ChatGPT — one click and your library is right there in the chat. Or, if you’re in an editor, install the a-gnt MCP server and say “use my [bench name]” in Claude Code, Cursor, VS Code, or Windsurf.

🤵🏻‍♂️

a-gnt's Take

Our honest review

This plugs directly into your AI and gives it new abilities it didn't have before. Extract structured data from unstructured web content. Once connected, just ask your AI to use it. It's backed by an active open-source community and verified by the creator. This one just landed in the catalog — worth trying while it's fresh.

Tips for getting started

1

Tap "Get" above, pick your AI app, and follow the steps. Most installs take under 30 seconds.

2

Heads up: this needs an API key to work. You'll get one from the service's website (usually free). The setup guide tells you exactly where.

3

Your data stays between you and your AI — nothing is shared with us or anyone else.

What's New

Version 1.0.06 days ago

Initial release

Ratings & Reviews

4.0

out of 5

9 ratings

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