ConfigCat MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 18 tools to Create Config, Create Environment, Create Segment, and more
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.
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="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())
* 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 config on ConfigCat
Create a new configuration
Create environment on ConfigCat
Create a new environment
Create segment on ConfigCat
Create a new segment
Create setting on ConfigCat
Create a new feature flag or setting
Delete config on ConfigCat
Delete a configuration
Delete environment on ConfigCat
Delete an environment
Delete segment on ConfigCat
Delete a segment
Delete setting on ConfigCat
Delete a setting
Get config on ConfigCat
Get details of a specific configuration
Get environment on ConfigCat
Get details of an environment
Get segment on ConfigCat
Get details of a segment
Get setting on ConfigCat
Get details of a setting
Get setting value on ConfigCat
Get the value of a setting in an environment
List configs on ConfigCat
List all configurations in a product
List environments on ConfigCat
g., Test, Production) for a specific product. List all environments in a product
List segments on ConfigCat
List all segments in a product
List settings on ConfigCat
List all settings in a configuration
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.
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 ConfigCat MCP Server
OpenAI Agents SDK provides unique advantages when paired with ConfigCat 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
ConfigCat + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the ConfigCat MCP Server delivers measurable value.
Automated workflows: build agents that query ConfigCat, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries ConfigCat, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through ConfigCat tools and transform it with OpenAI models in a single async loop
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.
"List all configurations for product ID 'prod_123'."
"Create a new boolean feature flag called 'Beta Feature' in config 'conf_abc'."
"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.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
ConfigCat + OpenAI Agents SDK FAQ
Common questions about integrating ConfigCat 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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