Diffbot MCP Server for Google ADKGive Google ADK instant access to 12 tools to Analyze Page Type, Enhance Company Profile, Enhance Person Profile, and more
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 App Connector for Google ADK
The Diffbot app connector for Google ADK is a standout in the Artificial Intelligence category — giving your AI agent 12 tools to work with, ready to go from day one.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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_alternative_agent",
instruction=(
"You help users interact with Diffbot "
"using 12 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 structured data extraction and knowledge graph research workflows 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 12 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
- Web Content Orchestration — Extract structured metadata from any URL programmatically using AI models specialized for articles, products, and discussion threads
- Knowledge Graph Intelligence — Query Diffbot's massive database of billions of entities using DQL to find organization firmographics, people profiles, and market signals
- Entity Enrichment — Programmatically enhance person and company profiles using names or domains to maintain a high-fidelity database of leads and competitors
- Analyze & Identify — Automatically detect the page type of any URL to apply the most accurate extraction model directly through your agent
- Crawl Monitoring — List and monitor active crawling jobs and check your account usage and API status for instant operational reporting
The Diffbot MCP Server exposes 12 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.
All 12 Diffbot tools available for Google ADK
When Google ADK connects to Diffbot through Vinkius, your AI agent gets direct access to every tool listed below — spanning knowledge-graph, data-extraction, machine-learning, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.
Auto-detect page type
Enrich company data
Enrich person data
Extract news/blog post
Extract forum/comments
Identify primary images
Extract e-commerce info
Identify embedded videos
Check connection
Check crawl status
g. type:Organization industries:"AI"). Query world entities
Verify credentials
Connect Diffbot to Google ADK via MCP
Follow these steps to wire Diffbot into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.
Install Google ADK
pip install google-adkReplace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenCreate the agent
Explore tools
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
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 main content from the article at 'https://vinkius.com/blog/mcp-standards'."
"Search for companies in 'San Francisco' with more than 1000 employees using DQL."
"Enhance the company profile for 'Vinkius' using domain 'vinkius.com'."
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.