Exa AI MCP Server for Google ADKGive Google ADK instant access to 12 tools to Advanced Custom Search, Extract Page Content, Find Similar Pages, and more
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Exa AI 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 for Google ADK
The Exa AI MCP Server for Google ADK is a standout in the Ai Frontier 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="exa_ai_alternative_agent",
instruction=(
"You help users interact with Exa AI "
"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 Exa AI MCP Server
Connect your Exa AI (formerly Metaphor) account to any AI agent and take full control of your web research and data extraction workflows through natural conversation.
Google ADK natively supports Exa AI 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
- Semantic Search Orchestration — Perform AI-native searches that understand intent and meaning to retrieve the most relevant web pages programmatically
- Content Intelligence — Programmatically extract clean, parsed text or highlights from any URL, excluding ads and boilerplate automatically
- Similarity Discovery — Find pages semantically similar to a source URL to build comprehensive and high-fidelity research datasets
- Deep Data Mapping — Discover all reachable links on a domain and retrieve discovery metadata to understand site structures programmatically
- Search Filtering — Restricted searches by domain, category (company, blog, news), or discovery date directly through your agent
The Exa AI MCP Server exposes 12 tools through the Vinkius. Connect it to Google ADK in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
All 12 Exa AI tools available for Google ADK
When Google ADK connects to Exa AI through Vinkius, your AI agent gets direct access to every tool listed below — spanning neural-search, semantic-search, content-intelligence, and more. Every call runs in a secure, isolated environment with full audit visibility. Beyond a simple connection, you get real-time monitoring of agent activity, enterprise governance, and optimized token usage.
Advanced custom search on Exa AI
Complex search query
Extract page content on Exa AI
Retrieve web page text
Find similar pages on Exa AI
Find matches for a URL
Get api status on Exa AI
Check connection
Get query highlights on Exa AI
Extract relevant snippets
Keyword search on Exa AI
Search by exact keywords
Perform live crawl on Exa AI
Fresh web extraction
Search by category on Exa AI
Search by site type
Search by crawl date on Exa AI
Search by discovery date
Search specific domains on Exa AI
Search within sites
Search with contents on Exa AI
Search and extract text
Semantic search on Exa AI
Perform AI-native search
Connect Exa AI to Google ADK via MCP
Follow these steps to wire Exa AI into Google ADK. The entire setup takes under two minutes — your credentials stay safe behind 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 Exa AI MCP Server
Google ADK provides unique advantages when paired with Exa AI 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 Exa AI
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 Exa AI tools with BigQuery, Vertex AI, and Cloud Functions
Exa AI + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Exa AI MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Exa AI and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Exa AI tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Exa AI regularly and flag policy violations or configuration drift
Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Exa AI
Example Prompts for Exa AI in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Exa AI immediately.
"Search for the latest research on room-temperature superconductors using Exa."
"Find pages similar to 'https://openai.com/blog/sora/' from news domains."
"Get the clean text content from 'https://en.wikipedia.org/wiki/Artificial_intelligence'."
Troubleshooting Exa AI MCP Server with Google ADK
Common issues when connecting Exa AI to Google ADK through Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkExa AI + Google ADK FAQ
Common questions about integrating Exa AI 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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