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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

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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.

Built for AI Agents by Vinkius

Vinkius delivers Streamable HTTP and SSE to any MCP client

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python
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],
)
Exa AI
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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

Advanced custom search on Exa AI

Complex search query

extract

Extract page content on Exa AI

Retrieve web page text

find

Find similar pages on Exa AI

Find matches for a URL

get

Get api status on Exa AI

Check connection

get

Get query highlights on Exa AI

Extract relevant snippets

keyword

Keyword search on Exa AI

Search by exact keywords

perform

Perform live crawl on Exa AI

Fresh web extraction

search

Search by category on Exa AI

Search by site type

search

Search by crawl date on Exa AI

Search by discovery date

search

Search specific domains on Exa AI

Search within sites

search

Search with contents on Exa AI

Search and extract text

semantic

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.

01

Install Google ADK

Run pip install google-adk
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Create the agent

Save the code above and integrate into your ADK workflow
04

Explore tools

The agent will discover 12 tools from Exa AI via MCP

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.

01

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

02

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Exa AI

03

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

04

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.

01

Enterprise data agents: ADK agents query Exa AI and cross-reference results with internal databases for comprehensive analysis

02

Multi-modal workflows: combine Exa AI tool responses with Gemini's vision and language capabilities in a single agent

03

Automated compliance checks: schedule ADK agents to query Exa AI regularly and flag policy violations or configuration drift

04

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.

01

"Search for the latest research on room-temperature superconductors using Exa."

02

"Find pages similar to 'https://openai.com/blog/sora/' from news domains."

03

"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.

01

McpToolset not found

Update: pip install --upgrade google-adk

Exa AI + Google ADK FAQ

Common questions about integrating Exa AI MCP Server with Google ADK.

01

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.
02

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.
03

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.

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