Exa MCP Server for Google ADK 3 tools — connect in under 2 minutes
Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Exa 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="exa_agent",
instruction=(
"You help users interact with Exa "
"using 3 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 MCP Server
Connect your AI agent to Exa — the semantic search engine built from the ground up for AI applications.
Google ADK natively supports Exa as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 3 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 — Search the web using natural language. Unlike Google, Exa understands concepts and meaning, returning results that are semantically relevant even without exact keyword matches
- Find Similar — Provide any URL and discover web pages with similar content. Perfect for competitive analysis, research expansion, and content discovery
- Extract Contents — Get clean text, highlights, and summaries from any list of URLs. Ideal for building knowledge bases from curated sources
The Exa MCP Server exposes 3 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 Exa to Google ADK via MCP
Follow these steps to integrate the Exa 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 3 tools from Exa via MCP
Why Use Google ADK with the Exa MCP Server
Google ADK provides unique advantages when paired with Exa 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
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 tools with BigQuery, Vertex AI, and Cloud Functions
Exa + Google ADK Use Cases
Practical scenarios where Google ADK combined with the Exa MCP Server delivers measurable value.
Enterprise data agents: ADK agents query Exa and cross-reference results with internal databases for comprehensive analysis
Multi-modal workflows: combine Exa tool responses with Gemini's vision and language capabilities in a single agent
Automated compliance checks: schedule ADK agents to query Exa 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
Exa MCP Tools for Google ADK (3)
These 3 tools become available when you connect Exa to Google ADK via MCP:
exa_find_similar
Useful for finding competitors, related articles, or alternative sources on the same subject. Find web pages semantically similar to a given URL. Perfect for competitive analysis and content discovery
exa_get_contents
Useful when you already know which pages you want to read and need their content in a structured format. Extract clean text content from specific URLs. Provide comma-separated URLs to retrieve their content
exa_search
Returns page text, highlights, and relevance scores. Supports search types: auto (default), instant (fastest), fast, deep (most thorough). Search the web using Exa semantic search engine. Finds conceptually relevant results, not just keyword matches
Example Prompts for Exa in Google ADK
Ready-to-use prompts you can give your Google ADK agent to start working with Exa immediately.
"Search for companies building memory infrastructure for AI agents."
"Find pages similar to https://docs.langchain.com/docs/get_started/introduction"
"Extract the content from these 3 URLs: https://arxiv.org/abs/2401.00001, https://openai.com/blog, https://anthropic.com/research"
Troubleshooting Exa MCP Server with Google ADK
Common issues when connecting Exa to Google ADK through the Vinkius, and how to resolve them.
McpToolset not found
pip install --upgrade google-adkExa + Google ADK FAQ
Common questions about integrating Exa 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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Connect Exa to Google ADK
Get your token, paste the configuration, and start using 3 tools in under 2 minutes. No API key management needed.