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ConfigCat MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 18 tools to Create Config, Create Environment, Create Segment, and more

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The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect ConfigCat 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 ConfigCat MCP Server for OpenAI Agents SDK is a standout in the Ship It category — giving your AI agent 18 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
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="ConfigCat Assistant",
            instructions=(
                "You help users interact with ConfigCat. "
                "You have access to 18 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from ConfigCat"
        )
        print(result.final_output)

asyncio.run(main())
ConfigCat
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* 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 ConfigCat MCP Server

Connect ConfigCat to any AI agent to streamline your feature flag management and release workflows through natural conversation.

The OpenAI Agents SDK auto-discovers all 18 tools from ConfigCat through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries ConfigCat, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

  • Configurations & Environments — List, create, and manage configuration containers and environments (Test, Staging, Production) across your products.
  • Feature Flags & Settings — Create and inspect feature flags or settings (boolean, string, int, double) to control application logic.
  • Value Management — Retrieve and update setting values dynamically to trigger real-time changes in your software without redeploying.
  • Segment Control — Manage user segments to target specific groups for canary releases or A/B testing.

The ConfigCat MCP Server exposes 18 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 18 ConfigCat tools available for OpenAI Agents SDK

When OpenAI Agents SDK connects to ConfigCat through Vinkius, your AI agent gets direct access to every tool listed below — spanning feature-flags, remote-config, release-management, 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

Create config on ConfigCat

Create a new configuration

create

Create environment on ConfigCat

Create a new environment

create

Create segment on ConfigCat

Create a new segment

create

Create setting on ConfigCat

Create a new feature flag or setting

delete

Delete config on ConfigCat

Delete a configuration

delete

Delete environment on ConfigCat

Delete an environment

delete

Delete segment on ConfigCat

Delete a segment

delete

Delete setting on ConfigCat

Delete a setting

get

Get config on ConfigCat

Get details of a specific configuration

get

Get environment on ConfigCat

Get details of an environment

get

Get segment on ConfigCat

Get details of a segment

get

Get setting on ConfigCat

Get details of a setting

get

Get setting value on ConfigCat

Get the value of a setting in an environment

list

List configs on ConfigCat

List all configurations in a product

list

List environments on ConfigCat

g., Test, Production) for a specific product. List all environments in a product

list

List segments on ConfigCat

List all segments in a product

list

List settings on ConfigCat

List all settings in a configuration

update

Update setting value on ConfigCat

Update the value/targeting of a setting

Connect ConfigCat to OpenAI Agents SDK via MCP

Follow these steps to wire ConfigCat into OpenAI Agents SDK. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install the SDK

Run pip install openai-agents in your Python environment
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com
03

Run the script

Save the code above and run it: python agent.py
04

Explore tools

The agent will automatically discover 18 tools from ConfigCat

Why Use OpenAI Agents SDK with the ConfigCat MCP Server

OpenAI Agents SDK provides unique advantages when paired with ConfigCat through the Model Context Protocol.

01

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

02

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

03

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

04

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

ConfigCat + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the ConfigCat MCP Server delivers measurable value.

01

Automated workflows: build agents that query ConfigCat, process the data, and trigger follow-up actions autonomously

02

Multi-agent orchestration: create specialist agents. one queries ConfigCat, another analyzes results, a third generates reports

03

Data enrichment pipelines: stream data through ConfigCat tools and transform it with OpenAI models in a single async loop

04

Customer support bots: agents query ConfigCat to resolve tickets, look up records, and update statuses without human intervention

Example Prompts for ConfigCat in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with ConfigCat immediately.

01

"List all configurations for product ID 'prod_123'."

02

"Create a new boolean feature flag called 'Beta Feature' in config 'conf_abc'."

03

"Show me the details for environment 'env_987'."

Troubleshooting ConfigCat MCP Server with OpenAI Agents SDK

Common issues when connecting ConfigCat to OpenAI Agents SDK through Vinkius, and how to resolve them.

01

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents
02

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

ConfigCat + OpenAI Agents SDK FAQ

Common questions about integrating ConfigCat MCP Server with OpenAI Agents SDK.

01

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.
02

Can I use multiple MCP servers in one agent?

Yes. Pass a list of MCPServerSse instances to the agent constructor. The agent can use tools from all connected servers within a single run.
03

Does the SDK support streaming responses?

Yes. The SDK supports SSE and Streamable HTTP transports, both of which work natively with Vinkius.

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