Diffbot MCP Server for VS Code Copilot 10 tools — connect in under 2 minutes
GitHub Copilot in VS Code is the most widely adopted AI coding assistant, embedded directly into the world's most popular code editor. With MCP support in Agent mode, Copilot can access external data and APIs to generate context-aware code grounded in real-time information.
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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.
{
"mcpServers": {
"diffbot": {
"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
}
}
}
* 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.
GitHub Copilot Agent mode brings Diffbot data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 10 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the editor.
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 VS Code Copilot 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 VS Code Copilot via MCP
Follow these steps to integrate the Diffbot MCP Server with VS Code Copilot.
Create MCP config
Create a .vscode/mcp.json file in your project root
Add the server config
Paste the JSON configuration above
Enable Agent mode
Open GitHub Copilot Chat and switch to Agent mode using the dropdown
Start using Diffbot
Ask Copilot: "Using Diffbot, help me...". 10 tools available
Why Use VS Code Copilot with the Diffbot MCP Server
GitHub Copilot for Visual Studio Code provides unique advantages when paired with Diffbot through the Model Context Protocol.
VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor
Project-scoped MCP configs (`.vscode/mcp.json`) let you commit server configurations to your repository, ensuring the entire team shares the same tool access
Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop
GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services
Diffbot + VS Code Copilot Use Cases
Practical scenarios where VS Code Copilot combined with the Diffbot MCP Server delivers measurable value.
Live API integration: Copilot can query an MCP server, inspect the response schema, and generate typed API client code in the same step
DevSecOps workflows: security teams can give developers access to domain intelligence tools directly in their editor for real-time vulnerability assessment during code review
Data pipeline development: Copilot fetches sample data via MCP and generates transformation scripts, validators, and test fixtures from actual API responses
Documentation generation: Copilot queries available tools and auto-generates README sections, API reference docs, and usage examples
Diffbot MCP Tools for VS Code Copilot (10)
These 10 tools become available when you connect Diffbot to VS Code Copilot 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 VS Code Copilot
Ready-to-use prompts you can give your VS Code Copilot 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 VS Code Copilot
Common issues when connecting Diffbot to VS Code Copilot through the Vinkius, and how to resolve them.
MCP tools not available
Diffbot + VS Code Copilot FAQ
Common questions about integrating Diffbot MCP Server with VS Code Copilot.
Which VS Code version supports MCP?
How do I switch to Agent mode?
Can I restrict which MCP tools Copilot can access?
Does MCP work in VS Code Remote or Codespaces?
.vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.Connect Diffbot with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Diffbot to VS Code Copilot
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.