Connect Diffbot to OpenClaw on Operator.io
Diffbot is an AI-powered platform for extracting and structuring data from any web page. It transforms unstructured web content into rich, linked, and queryable data for analytics, research, and automation.
Automate Diffbot with AI
Operator puts an OpenClaw agent in front of Diffbot. You describe the job from Telegram or Discord and it handles the rest inside Diffbot, picking the right calls from the 35 Diffbot actions and checking its own work as it goes.
Your agent reaches Diffbot directly or through connectors like Composio MCP and Pipedream MCP, which handle the sign in and token refresh for you, so there is nothing to wire up and no API keys to paste.
What your agent can do with Diffbot
Your agent can call any of these Diffbot actions by name as part of a larger task. Ask for the outcome you want and it picks the right ones.
Combine Entity Profiles
Combine multiple entity profiles into a unified view using the Diffbot Knowledge Graph. Returns enhanced person or organization data by matching on identifying attributes like name, email, employer, or URL. Use this to enrich partial ent...
Create Bulk Extract Job
Tool to submit a bulk extract job to process multiple URLs with Extract APIs. Use when you need to process many URLs asynchronously using any Extract API. The job will process URLs in the background and provide downloadable results.
Create or Update Custom API
Tool to create or update the parameters and ruleset of a Custom API. Use this when you need to define custom extraction rules for specific websites that require tailored parsing logic beyond standard Diffbot APIs. Allows defining URL pat...
Create Bulk Enhance Job
Tool to submit a bulk enhance job to enrich multiple entities asynchronously. Use when you need to process many Person or Organization records in batch. The API accepts entity descriptions and returns enriched data from the Diffbot Knowl...
Delete Custom API
Tool to delete custom API definitions for a given URL pattern. Removes custom extraction rules from your account. Use when you need to remove previously configured custom APIs.
Delete KG Enhance Bulkjob
Tool to delete an Enhance Bulkjob. Removes the bulk job and its results from the system. Use when cleaning up completed or failed jobs.
Download Bulk Job Results
Tool to download results of a bulk enhance job with filtering options via POST request. Use this to retrieve processed results from a completed or running bulk job. Supports multiple export formats (json, jsonl, csv, xls, xlsx) and vario...
Enhance Entity with Knowledge Graph
Enrich a person or organization with comprehensive data from the Diffbot Knowledge Graph. Provide identifiers like name, email, employer, or URL and receive detailed entity information including employment history, education, location, s...
Diffbot Extract Job
Tool to extract structured job posting data from job listing pages. Returns job title, company, location, salary, requirements, skills, and other job-related information. Use when you need to parse and structure data from job postings.
Diffbot Extract List
Tool to extract structured data from list-style pages like news indexes, product listings, and directory pages. Returns an array of items with their titles, links, and descriptions. Use when you need to extract multiple items from a page...
Get Diffbot Account Details
Retrieves comprehensive Diffbot account information including subscription plan details, credit balance, usage history, and account status. Returns account holder name, email, current plan, available credits, and daily usage statistics f...
Diffbot Analyze
Automatically analyzes a web page to determine its type and extract structured data. The Analyze API intelligently classifies pages into types (article, product, discussion, image, video, organization, etc.) and extracts relevant structu...
Get Article Data
Tool to extract information from articles, including authors, publication dates, and images. Use when you need structured metadata from a web article URL.
Get Bulk Job Data
Tool to download extracted results from a completed bulk job. Use after a bulk job has finished processing to retrieve the data. Supports JSON and CSV formats.
Get Bulk Job Status
Tool to poll the status of a specific Diffbot Knowledge Graph Enhance bulk job. Use when you need to check the progress, completion status, or details of a bulk enhancement job.
Get Bulk Job Results
Tool to download the results of a completed Enhance Bulkjob. Returns enriched records from the bulk job. Use after a bulk enhance job has completed processing.
Get Bulk Single Result
Tool to download the result of a single job within a Diffbot bulk enhance job. Returns enriched entity data for a specific input record by its index. Use after a bulk enhance job has completed to retrieve individual results without downl...
Get Crawl Data
Download extracted results from a completed crawl job. Returns all structured data extracted during crawl processing (articles, products, etc.). Use after a crawl job has completed to retrieve the collected data.
Get Discussion Thread
Extract structured discussion threads from web pages including forums, comment sections, product reviews, Reddit discussions, and blog comments. Returns posts with author info, timestamps, content, and hierarchical relationships. Useful...
Diffbot Get Event
Tool to extract event details from web pages. Use when you need structured event data such as venue, date, and description.
Diffbot Get Image
Tool to extract detailed information about images, including dimensions and recognition data. Use after confirming the image URL is publicly accessible.
Get KG Coverage Report by ID
Download Knowledge Graph coverage report by report ID. Returns detailed CSV coverage statistics showing field presence across query results. Use this after generating a coverage report from a DQL query to retrieve the statistical breakdo...
Diffbot Get Product
Tool to extract product information such as specifications, prices, availability, and reviews. Use when you need structured product data including specs, pricing, and reviews.
Get Video Data
Tool to extract information from videos, including titles, descriptions, and embedded HTML. Use when you need structured video metadata from any web page.
List Bulk Jobs
Tool to list all Bulk jobs associated with a specific token. Use after authenticating to retrieve statuses of all jobs for the account.
List Bulk Jobs Status For Token
Tool to get the status of all bulk enhance jobs for a token. Returns list of all bulk jobs associated with your API token. Use when you need to monitor or retrieve the status of multiple bulk jobs at once.
List Custom APIs
Tool to retrieve all Custom APIs and their extraction rules currently defined on your Diffbot token. Use when you need to list, review, or audit custom API configurations for your account.
Manage Crawl Job
Manages Diffbot crawl jobs: pause, restart, delete, or view status. Returns list of all active crawl jobs when called without parameters. Use 'name' parameter with action flags (pause=1, restart=1, delete=1) to control specific jobs.
Resolve Lost ID
Tool to resolve lost IDs in the Knowledge Graph. Use when you need to map a lost identifier to its canonical counterpart for data consistency.
Diffbot Knowledge Graph Search
Search the Diffbot Knowledge Graph using DQL (Diffbot Query Language). Query billions of entities including organizations, people, articles, products, and more. Use structured queries to filter by type, fields, and relationships.
Search Crawl Job Data
Tool to query crawl job collections using DQL (Diffbot Query Language). Use when you need to search extracted data from completed crawl or bulk jobs by collection name.
Start Bulk Job
Tool to start a Bulk Extract job. Use when processing large numbers of URLs asynchronously. The Diffbot Bulk API uses GET requests with query parameters to create jobs.
Start Crawl Job
Initiates a Diffbot crawl job that spiders a website starting from seed URLs and processes discovered pages with a specified Extract API. The crawler follows links within the domain, collects structured data (articles, products, etc.), a...
Stop Bulk Job
Tool to pause (stop) a running Bulk job. Pausing halts further processing of URLs while preserving existing progress. To resume, use the appropriate resume action. Specify the exact job name (case-sensitive) as provided when the job was...
Stop KG Bulk Job By ID
Tool to stop an active Knowledge Graph Enhance bulk job by its ID. Halts processing of a running KG bulk job immediately. Use when you need to stop a specific KG bulk job using its bulkjobId.
How to connect Diffbot
You authorize Diffbot once from your dashboard. Operator holds the connection and refreshes the access tokens on its own, so your agent keeps working with Diffbot without you signing in again. The same setup unlocks every other app your agent can reach, so you only do it once.
When you are ready, the get started guide walks through standing up your OpenClaw agent.
Common questions about Diffbot
- How do I connect Diffbot to Operator?
- Connecting Diffbot is a one time sign in from your Operator dashboard. Operator keeps the connection live and rotates the token on its own, so the agent stays connected to Diffbot and you never reauthorize by hand.
- Can my agent pull and update data in Diffbot?
- Yes. It can read records, write new ones, and answer questions about what is stored. Point it at Diffbot and ask for a figure or a list, or have it keep a table in step with another app you have connected, all in plain language.
- Do I need to write code or manage Diffbot API keys?
- No. Operator manages the Diffbot connection and token refresh, so there are no API keys to paste and nothing to deploy.
- Can my agent use Diffbot together with my other apps?
- Yes. The same agent reaches every app you connect, so it can move between Diffbot and tools like Gigasheet, Nasa, Api ninjas in one job, reading from one and acting in another without you wiring anything between them.
More apps to automate
Apps your agent runs alongside Diffbot, or browse all integrations.
Put your agent on Diffbot
Sign in, connect Diffbot, and hand your agent the work. Your first week is free.
Try for free