Exa AI MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 12 tools to Advanced Custom Search, Extract Page Content, Find Similar Pages, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Exa AI through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.
Ask AI about this MCP Server for OpenAI Agents SDK
The Exa AI MCP Server for OpenAI Agents SDK 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
import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
async with MCPServerStreamableHttp(
url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
) as mcp_server:
agent = Agent(
name="Exa AI Assistant",
instructions=(
"You help users interact with Exa AI. "
"You have access to 12 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Exa AI"
)
print(result.final_output)
asyncio.run(main())
* 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.
The OpenAI Agents SDK auto-discovers all 12 tools from Exa AI through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Exa AI, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
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 OpenAI Agents SDK 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 OpenAI Agents SDK
When OpenAI Agents SDK 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 OpenAI Agents SDK via MCP
Follow these steps to wire Exa AI into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.
Install the SDK
pip install openai-agents in your Python environmentReplace the token
[YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.comRun the script
python agent.pyExplore tools
Why Use OpenAI Agents SDK with the Exa AI MCP Server
OpenAI Agents SDK provides unique advantages when paired with Exa AI through the Model Context Protocol.
Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety
Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure
Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate
First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output
Exa AI + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Exa AI MCP Server delivers measurable value.
Automated workflows: build agents that query Exa AI, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Exa AI, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Exa AI tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Exa AI to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Exa AI in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK 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 OpenAI Agents SDK
Common issues when connecting Exa AI to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Exa AI + OpenAI Agents SDK FAQ
Common questions about integrating Exa AI MCP Server with OpenAI Agents SDK.
How does the OpenAI Agents SDK connect to MCP?
MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.Can I use multiple MCP servers in one agent?
MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.Does the SDK support streaming responses?
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