Flipt MCP Server for OpenAI Agents SDKGive OpenAI Agents SDK instant access to 9 tools to Create Constraint, Create Distribution, Create Variant, and more
The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Flipt 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 Flipt MCP Server for OpenAI Agents SDK is a standout in the Developer Tools category — giving your AI agent 9 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="Flipt Assistant",
instructions=(
"You help users interact with Flipt. "
"You have access to 9 tools."
),
mcp_servers=[mcp_server],
)
result = await Runner.run(
agent, "List all available tools from Flipt"
)
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 Flipt MCP Server
Connect your Flipt instance to any AI agent to orchestrate feature management and progressive delivery through natural conversation.
The OpenAI Agents SDK auto-discovers all 9 tools from Flipt through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Flipt, another analyzes results, and a third generates reports, all orchestrated through Vinkius.
What you can do
- Flag Management — List and inspect feature flags across different namespaces to understand your current feature states
- Targeting & Segments — Retrieve segments and create constraints to define specific user subsets for targeted rollouts
- Rollout Control — List rules and rollouts, and create distributions to manage percentage-based releases and canary deployments
- Variants — Create and manage flag variants to return different values based on evaluation logic
- Auth & Infrastructure — List authentication tokens and namespaces to understand your environment's structure and access levels
The Flipt MCP Server exposes 9 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 9 Flipt tools available for OpenAI Agents SDK
When OpenAI Agents SDK connects to Flipt through Vinkius, your AI agent gets direct access to every tool listed below — spanning feature-flags, rollouts, targeting, 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 constraint on Flipt
Create a constraint for a segment
Create distribution on Flipt
Create a distribution for a rule
Create variant on Flipt
Create a new variant for a flag
List flags on Flipt
List flags in a namespace
List namespaces on Flipt
List all namespaces
List rollouts on Flipt
List rollouts for a flag
List rules on Flipt
List rules for a flag
List segments on Flipt
List segments in a namespace
List tokens on Flipt
List authentication tokens
Connect Flipt to OpenAI Agents SDK via MCP
Follow these steps to wire Flipt 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 Flipt MCP Server
OpenAI Agents SDK provides unique advantages when paired with Flipt 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
Flipt + OpenAI Agents SDK Use Cases
Practical scenarios where OpenAI Agents SDK combined with the Flipt MCP Server delivers measurable value.
Automated workflows: build agents that query Flipt, process the data, and trigger follow-up actions autonomously
Multi-agent orchestration: create specialist agents. one queries Flipt, another analyzes results, a third generates reports
Data enrichment pipelines: stream data through Flipt tools and transform it with OpenAI models in a single async loop
Customer support bots: agents query Flipt to resolve tickets, look up records, and update statuses without human intervention
Example Prompts for Flipt in OpenAI Agents SDK
Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Flipt immediately.
"List all namespaces in my Flipt instance."
"Show me all the feature flags in the 'default' namespace."
"Create a new variant called 'v2-test' for the 'header-experiment' flag in the 'default' namespace."
Troubleshooting Flipt MCP Server with OpenAI Agents SDK
Common issues when connecting Flipt to OpenAI Agents SDK through Vinkius, and how to resolve them.
MCPServerStreamableHttp not found
pip install --upgrade openai-agentsAgent not calling tools
Flipt + OpenAI Agents SDK FAQ
Common questions about integrating Flipt 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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