Integration · Company data
Connect Claude & ChatGPT to AgentQL
Ask your AI to read a web page and return exactly the data you want, such as product names and prices or a list of job openings. It sends the page URL, or raw HTML, to AgentQL with an AgentQL query or a plain-language prompt and gets structured data back. It can also tell you how many API calls your key has used.
Free plan, no credit card. Takes about a minute.
Try asking
“Get the product names and prices from this category page.”
The AI loads the page through AgentQL with a prompt for names and prices and returns them as a structured list.
“List the open positions on acme.com/careers with title and location.”
It extracts each job's title and location from the careers page.
“Run this AgentQL query against the page: { products[] { name price } }”
It runs your exact AgentQL query on the page and returns the result.
What your AI can do
Plain-language extraction
Describe the data you want in plain words and get structured results back from any web page.
AgentQL queries
Run an exact AgentQL query on a URL or on raw HTML, with optional wait time or scrolling for pages that load late.
Usage at a glance
Check how many API calls your key has used and how many remain.
“This page loads slowly. Wait 5 seconds before extracting the table.”
It sets the wait time before extraction, so content that loads late is included.
“Pull the contact details out of this HTML snippet.”
It sends the raw HTML instead of a URL and extracts the fields you asked for.
“How many AgentQL calls do I have left?”
It reads your API usage and shows what the key has used and what remains.
2 tools for AgentQL
These tools are switched on when you connect. You can switch any of them off, or require your approval before it runs.
extract_web_page_dataChanges dataLoad a web page by `url` (or raw `html`) and extract structured data, described either as an AgentQL `query` or in plain words as a `prompt`. Leave `params` unset unless you need `wait_for` seconds or scrolling. Each call uses API credits.get_api_usageShow how many AgentQL API calls this key has used and what remains.
Set up in three steps
- 1
Pick the app
Create a free PipMCP account and choose AgentQL from the app list.
- 2
Paste your key
Paste your AgentQL API key. Sign in to the AgentQL dev portal and create an API key at dev.agentql.com/api-keys, then copy the key.
- 3
Add the link to your AI
You get a personal MCP link. Add it to Claude, ChatGPT or Cursor:
- Click your name, then Settings › Connectors › Add custom connector.
- Paste your link as the Remote MCP server URL.
- Switch it on from the + menu in a chat.
Questions
What can the AI do in AgentQL?
The AI can load a web page by URL, or take raw HTML, and extract structured data described as an AgentQL query or a plain-language prompt, with optional wait time or scrolling. It can also show how many API calls your key has used and what remains.
Does the AI see my AgentQL API key?
No. Your AgentQL API key is encrypted at rest and never shown to the AI. After you save it, it is not shown again, not even to you. The AI only sees the results of the tools it calls.
Can I control what the AI is allowed to do?
Yes. You choose which tools are switched on. Extraction uses AgentQL API credits, so you can require your approval before each extraction runs if you want to watch your usage. Every tool call is logged.
Does it work with ChatGPT?
Yes. In ChatGPT go to Settings › Apps & Connectors › Advanced and turn on Developer mode, then add your PipMCP link. Developer mode needs a paid ChatGPT plan: Plus, Pro, Business or Enterprise. The same link also works in Claude (Settings › Connectors › Add custom connector), Cursor and other MCP clients.
What does it cost?
PipMCP has a free plan with no credit card required. Paid plans bill per completed task. You also need your own AgentQL account.
Do I need to write AgentQL queries myself?
No. You can describe the data you want in plain words and the AI passes that to AgentQL as a prompt. If you already have an AgentQL query, the AI can run it exactly as written instead.
Related integrations
Let your AI work in AgentQL today.
Start free. Your key stays encrypted, and you decide what the AI may do.
Connect AgentQL freePipMCP is not affiliated with AgentQL. Product names are trademarks of their owners.