Diffbot MCP

Diffbot for your agent, through one MCP connection

Extract articles, products and entities from web pages as structured data through one MCP connection.

Connect in 30 seconds

Pick the client you use and add looot once. Diffbot is then one of the tools behind it. Each client takes one step, then your agent does the rest.

  1. Claude Code
    01

    Claude Code

    Run this in your terminal, then sign in from the browser when it asks.

    Terminal command
    claude mcp add looot https://api.looot.ai/mcp --transport http
  2. Cursor
    02

    Cursor

    Create .cursor/mcp.json with this server, then sign in from the browser.

    mcp.json
    {"mcpServers":{"looot":{"url":"https://api.looot.ai/mcp"}}}
  3. ChatGPT
    03

    ChatGPT

    Where your plan lets you add a connector, add this URL and sign in.

    Connector URL
    https://api.looot.ai/mcp

Then tell your agent, in any client:

Agent setup line
set up https://looot.ai/skill.md

What to ask

Prompts for Diffbot

Paste one into your agent after you connect looot.

Article fields
Use looot to extract title, author and date from these articles with Diffbot.

Compare

Using Diffbot directly versus through looot

Only the looot side is filled in. Check the provider's docs for the direct side.

Diffbot directly versus through looot
Diffbot directlyThrough looot
AccountGap. Check the provider's docsYes. One looot sign-in. You do not set up a separate Diffbot account.
PriceGap. Check the provider's docsYes. Per call, shown before the run.
Finding the endpointGap. Check the provider's docsYes. Your agent searches the looot catalog for the task.
Other providersGap. Check the provider's docsYes. The same connection reaches every provider in the catalog.

FAQ

Diffbot MCP, answered

looot gives your agent one MCP connection. Diffbot is one of the providers behind looot; your agent calls its endpoints through the looot MCP connection. You add looot once and reach every provider in the catalog from it.

For agents
provider
Diffbot
role
Page and entity extraction API
job
Extract structured data: covered
job
Extract an article: covered
job
Extract a product page: covered
job
Query the knowledge graph: partial
pair with
firecrawl jina zyte-api thecompaniesapi
setup
https://looot.ai/skill.md
llms.txt
https://looot.ai/llms.txt
updated
2026-10-02
markdown /mcp/diffbot.md

Give your agent Diffbot and every other provider.

Start your workspace, top up, and paste one prompt into the agent you already use.

Start your workspace See other providers