Axiom MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 31 tools to Create Annotation, Create Dashboard, Create Dataset, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Axiom 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 Axiom MCP Server for OpenAI Agents SDK is a standout in the Data Analytics category — giving your AI agent 31 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="Axiom Assistant",
instructions=(
"You help users interact with Axiom. "
"You have access to 31 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Axiom"
)
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 Axiom MCP Server
Connect your Axiom account to any AI agent to streamline your observability and log management workflows through natural conversation.
The OpenAI Agents SDK auto-discovers all 31 tools from Axiom through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Axiom, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Data Ingestion & Querying — Ingest JSON, NDJSON, or CSV data and run complex Axiom Processing Language (APL) queries to analyze logs in real-time.
- Dataset Management — List, create, and update datasets to organize your telemetry and infrastructure data efficiently.
- Monitoring & Alerts — Manage monitors and notifiers to stay informed about system performance, errors, and anomalies.
- Dashboards & Annotations — Access dashboards and create annotations to visualize trends and mark significant system events.
- Organization Insights — Retrieve user information, API tokens, and organization details to maintain secure and authorized access.
The Axiom MCP Server exposes 31 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 31 Axiom tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Axiom through Vinkius, your AI agent gets direct access to every tool listed below — spanning telemetry, log-analysis, real-time-monitoring, 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.
Create annotation on Axiom
Create a new annotation
Create dashboard on Axiom
Create a new dashboard
Create dataset on Axiom
Create a new dataset
Create monitor on Axiom
Create a new monitor
Create notifier on Axiom
Create a new notifier
Delete annotation on Axiom
Delete an annotation
Delete dashboard on Axiom
Delete a dashboard
Delete dataset on Axiom
Delete a dataset
Delete monitor on Axiom
Delete a monitor
Delete notifier on Axiom
Delete a notifier
Get annotation on Axiom
Retrieve a specific annotation by ID
Get dashboard on Axiom
Retrieve a specific dashboard by UID
Get dataset on Axiom
Retrieve a specific dataset by ID
Get monitor on Axiom
Retrieve a specific monitor by ID
Get notifier on Axiom
Retrieve a specific notifier by ID
Get org on Axiom
Retrieve an organization by ID
Get user on Axiom
Retrieve a specific user by ID
Ingest data on Axiom
Ingest data into an Axiom dataset
List annotations on Axiom
List all annotations
List dashboards on Axiom
List all dashboards
List datasets on Axiom
List all datasets
List monitors on Axiom
List all monitors
List notifiers on Axiom
List all notifiers
List tokens on Axiom
List all API tokens
List users on Axiom
List all users
Run query on Axiom
Run an APL query against Axiom data
Update annotation on Axiom
Update an existing annotation
Update dashboard on Axiom
Update an existing dashboard
Update dataset on Axiom
Update an existing dataset
Update monitor on Axiom
Update an existing monitor
Update notifier on Axiom
Update an existing notifier
Connect Axiom to OpenAI Agents SDK via MCP
Follow these steps to wire Axiom 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 Axiom MCP Server
OpenAI Agents SDK provides unique advantages when paired with Axiom 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
Axiom + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Axiom MCP Server delivers measurable value.
Automated workflows: build agents that query Axiom, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Axiom, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Axiom tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Axiom to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Axiom in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Axiom immediately.
"List all my available Axiom datasets."
"Run an APL query to count errors in 'production-logs' from the last 24 hours."
"Create a new monitor named 'High Latency' that checks for response times over 500ms."
Troubleshooting Axiom MCP Server with OpenAI Agents SDK
Common issues when connecting Axiom to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Axiom + OpenAI Agents SDK FAQ
Common questions about integrating Axiom 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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