Can my agent automatically identify what kind of page a URL points to?

Yes. Use the 'analyze_page' tool. Diffbot uses ML to classify the URL as an article, product, image, video, or list, and returns the appropriate structured JSON payload automatically.

How do I extract only the main text from a blog post without comments?

Use the 'extract_article' tool and set the 'discussion' parameter to 'false'. The agent will retrieve the clean text and HTML body while explicitly ignoring any forum threads or review blocks on the page.

Can I use custom extraction rules I've defined in my Diffbot dashboard?

Absolutely. Use the 'extract_custom_api' tool. Provide your trained 'api_name' and the target URL. Diffbot will extract the data according to your specific structural ruleset natively.

Diffbot MCP Server for Claude Desktop 10 tools — connect in under 2 minutes

Name: Diffbot
Availability: InStock
Author: Vinkius

modelcontextprotocol.io/quickstart/user

Built by Vinkius GDPR 10 Tools IDE

Claude Desktop is Anthropic's native application for interacting with Claude AI models on macOS and Windows. It was the first consumer application to ship with built-in MCP support, making it the reference implementation for the Model Context Protocol standard.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

RecommendedModern Approach — Zero Configuration

Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install Diffbot and 2,500+ MCP Servers from a single visual interface.

Download Free Open SourceNo signup required

Classic Setup·json

{
  "mcpServers": {
    "diffbot": {
      // Your Vinkius token. get it at cloud.vinkius.com
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

About Diffbot MCP Server

Connect your Diffbot account to any AI agent and take full control of your automated web data extraction through natural conversation.

Claude Desktop is the definitive way to connect Diffbot to your AI workflow. Add Vinkius Edge URL to your config, restart the app, and Claude immediately exposes all 10 tools in the chat interface. ask a question, Claude calls the right tool, and you see the answer. Zero code, zero context switching.

What you can do

Automated Page Classification — Use the Analyze API to automatically determine if a page is an article, product, or list and extract structured data natively
Article Extraction — Extract news, blog, or article content into clean HTML and plain text, identifying authors, dates, and categorical classifications limitlessly
E-commerce Intelligence — Capture structured product details including precise pricing, brand mappings, SKU, and specifications across any web boundary
Media & Social Auditing — Extract primary images and embedded video metadata, or analyze forum threads and reviews with automated sentiment scoring
List & Search Scraping — Identify bounded directories and search results on any page to extract arrays of item titles and links strictly
Job Posting Analysis — Retrieve explicitly mapped job titles, employers, and salary vectors from recruitment pages to monitor market trends
Custom Rule Execution — Execute user-defined custom extraction logic by bridging raw URLs to your trained Diffbot dashboard rulesets

The Diffbot MCP Server exposes 10 tools through the Vinkius. Connect it to Claude Desktop in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

How to Connect Diffbot to Claude Desktop via MCP

Follow these steps to integrate the Diffbot MCP Server with Claude Desktop.

Open Claude Desktop Settings

Go to Settings → Developer → Edit Config to open claude_desktop_config.json

Add the MCP Server

Paste the configuration above into the mcpServers section

Restart Claude Desktop

Close and reopen Claude Desktop to load the new server

Start using Diffbot

Look for the 🔌 icon in the chat. your 10 tools are now available

Why Use Claude Desktop with the Diffbot MCP Server

Claude Desktop by Anthropic provides unique advantages when paired with Diffbot through the Model Context Protocol.

Claude Desktop is the reference MCP client. it was designed alongside the protocol itself, ensuring the most complete and stable MCP implementation available

Zero-code configuration: add a server URL to a JSON file and Claude instantly discovers and exposes all available tools in the chat interface

Claude's extended thinking capability lets it reason through multi-step tool usage, chaining multiple API calls to answer complex questions

Enterprise-grade security with local config storage. your tokens never leave your machine, and connections go directly to Vinkius Edge network

Diffbot + Claude Desktop Use Cases

Practical scenarios where Claude Desktop combined with the Diffbot MCP Server delivers measurable value.

Interactive data exploration: ask Claude to query DNS records, look up WHOIS data, and cross-reference results in a single conversation

Ad-hoc security audits: type a domain name and let Claude enumerate subdomains, check DNS history, and flag configuration anomalies. all through natural language

Executive briefings: generate comprehensive domain intelligence reports by asking Claude to compile findings into a formatted summary

Learning and training: new team members can explore API capabilities conversationally without needing to read documentation

Diffbot MCP Tools for Claude Desktop (10)

These 10 tools become available when you connect Diffbot to Claude Desktop via MCP:

analyze_page

Diffbot uses ML to determine if the page is an article, product, image, video, event, list, or job, and returns the appropriate structured JSON. Excellent generalized entry point. Automatically classify and extract page data using Diffbot Analyze API

extract_article

Pass optional discussion=false to skip extracting comments. Extract news, blog, or article content using Diffbot Article API

extract_custom_api

Diffbot will extract data according to your custom ruleset. Extract using a user-defined custom Diffbot API

extract_discussion

Extract forum threads, reviews, or comments using Diffbot Discussion API

extract_event

Extract event schedules and details using Diffbot Event API

extract_image

Extract main images from a page using Diffbot Image API

extract_job

Extract job postings using Diffbot Job API

extract_list

Extract lists or search results using Diffbot List API

extract_product

Extract e-commerce product details using Diffbot Product API

extract_video

Extract video content and metadata using Diffbot Video API

Example Prompts for Diffbot in Claude Desktop

Ready-to-use prompts you can give your Claude Desktop agent to start working with Diffbot immediately.

"Extract the article content from: https://techcrunch.com/2024/01/01/ai-trends"

"What is the price and SKU for this product: [E-commerce URL]"

"Search for news about 'OpenAI' using: [News List URL]"

Troubleshooting Diffbot MCP Server with Claude Desktop

Common issues when connecting Diffbot to Claude Desktop through the Vinkius, and how to resolve them.

Server not appearing after restart

Ensure the JSON is valid (no trailing commas). Check the file path: ~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\\Claude\\ (Windows).

Authentication error

Verify your Vinkius token is correct. Go to cloud.vinkius.com to regenerate it if needed.

Tools not showing in chat

Click the 🔌 icon at the bottom of the chat input. If it shows 0 tools, the server may still be connecting. wait a few seconds.

Diffbot + Claude Desktop FAQ

Common questions about integrating Diffbot MCP Server with Claude Desktop.

How does Claude Desktop discover MCP tools?

When Claude Desktop starts, it reads the claude_desktop_config.json file and connects to each configured MCP server. It calls the tools/list endpoint to fetch the schema for every available tool, then surfaces them as clickable options in the chat interface via the 🔌 icon.

What happens if the MCP server is temporarily unavailable?

Claude Desktop handles disconnections gracefully. if the server is unreachable at startup, the tools simply won't appear. Once the server becomes available again, restarting Claude Desktop will re-establish the connection. There is no timeout penalty or error loop.

Can I connect multiple MCP servers simultaneously?

Yes. You can add as many servers as you need in the mcpServers section of the config file. Each server appears as a separate tool provider, and Claude can use tools from multiple servers in a single conversation turn.

Is there a limit on the number of tools per server?

Claude Desktop can handle hundreds of tools per server. However, for optimal LLM performance, Vinkius servers are designed to expose focused, well-documented tool sets rather than overwhelming the model with too many options.

Does Claude Desktop support Streamable HTTP transport?

Yes. Claude Desktop supports both SSE (Server-Sent Events) and the newer Streamable HTTP transport that Vinkius uses. Simply provide the server URL. Claude auto-negotiates the transport protocol.