Diffbot MCP Server for Google ADK 10 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Diffbot as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
StreamableHTTPConnectionParams,
)
# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
connection_params=StreamableHTTPConnectionParams(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
)
)
agent = Agent(
model="gemini-2.5-pro",
name="diffbot_agent",
instruction=(
"You help users interact with Diffbot "
"using 10 available tools."
),
tools=[mcp_tools],
)
* 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.
Google ADK natively supports Diffbot as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 10 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.
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 Google ADK 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 Google ADK via MCP
Follow these steps to integrate the Diffbot MCP Server with Google ADK.
Install Google ADK
Run pip install google-adk
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Create the agent
Save the code above and integrate into your ADK workflow
Explore tools
The agent will discover 10 tools from Diffbot via MCP
Why Use Google ADK with the Diffbot MCP Server
Google ADK provides unique advantages when paired with Diffbot through the Model Context Protocol.
Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution
Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Diffbot
Production-ready features like session management, evaluation, and deployment come built-in. not bolted on
Seamless integration with Google Cloud services means you can combine Diffbot tools with BigQuery, Vertex AI, and Cloud Functions
Diffbot + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Diffbot MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Diffbot and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Diffbot tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Diffbot regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Diffbot
Diffbot MCP Tools for Google ADK (10)
These 10 tools become available when you connect Diffbot to Google ADK 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 Google ADK
Ready-to-use prompts you can give your Google ADK 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 Google ADK
Common issues when connecting Diffbot to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkDiffbot + Google ADK FAQ
Common questions about integrating Diffbot MCP Server with Google ADK.
How does Google ADK connect to MCP servers?
Can ADK agents use multiple MCP servers?
Which Gemini models work best with MCP tools?
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Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Diffbot to Google ADK
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.