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Flagsmith MCP Server for AutoGenGive AutoGen instant access to 8 tools to Create Environment, Delete Segment Override, Get Environment Document, and more

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Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Flagsmith as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

Ask AI about this MCP Server for AutoGen

The Flagsmith MCP Server for AutoGen is a standout in the Developer Tools category — giving your AI agent 8 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 autogen_agentchat.agents import AssistantAgent
from autogen_ext.tools.mcp import McpWorkbench

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with McpWorkbench(
        server_params={"url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"},
        transport="streamable_http",
    ) as workbench:
        tools = await workbench.list_tools()
        agent = AssistantAgent(
            name="flagsmith_agent",
            tools=tools,
            system_message=(
                "You help users with Flagsmith. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
Flagsmith
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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 Flagsmith MCP Server

Connect your Flagsmith account to any AI agent to control feature releases and remote configurations through natural conversation.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Flagsmith tools. Connect 8 tools through Vinkius and assign role-based access. a data analyst queries while a reviewer validates, with optional human-in-the-loop approval for sensitive operations.

What you can do

  • Flag Management — Retrieve default flag states and remote configuration values for any environment instantly.
  • Identity Control — Fetch specific flags and traits for user identities or identify new users with custom traits to test personalized experiences.
  • Environment Admin — Create new environments within projects and fetch full configuration documents for local evaluation modes.
  • Dynamic Updates — Update flag values (single or batch) and manage segment overrides using the Admin API for rapid iteration.
  • Local Evaluation — Access the entire environment configuration document for high-performance SDK integrations.

The Flagsmith MCP Server exposes 8 tools through the Vinkius. Connect it to AutoGen in under two minutes — credentials fully managed, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 8 Flagsmith tools available for AutoGen

When AutoGen connects to Flagsmith through Vinkius, your AI agent gets direct access to every tool listed below — spanning feature-flags, remote-config, feature-toggles, 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 environment on Flagsmith

Requires FLAGSMITH_API_KEY. Create a new environment within a project

delete

Delete segment override on Flagsmith

Requires FLAGSMITH_API_KEY. Delete a segment override

get

Get environment document on Flagsmith

Requires FLAGSMITH_ENVIRONMENT_KEY. Get the entire environment configuration document

get

Get environment flags on Flagsmith

Requires FLAGSMITH_ENVIRONMENT_KEY. Get all default flag states for an environment

get

Get identity flags on Flagsmith

Requires FLAGSMITH_ENVIRONMENT_KEY. Get flags and traits for a specific user identity

identify

Identify user on Flagsmith

Requires FLAGSMITH_ENVIRONMENT_KEY. Identify user and set traits

update

Update flag v1 on Flagsmith

Requires FLAGSMITH_API_KEY. Update a flag value (Single change)

update

Update flag v2 on Flagsmith

Requires FLAGSMITH_API_KEY. Update flags (Batch change)

Connect Flagsmith to AutoGen via MCP

Follow these steps to wire Flagsmith into AutoGen. The entire setup takes under two minutes — your credentials stay safe behind Vinkius.

01

Install AutoGen

Run pip install "autogen-ext[mcp]"
02

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token
03

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration
04

Explore tools

The workbench discovers 8 tools from Flagsmith automatically

Why Use AutoGen with the Flagsmith MCP Server

AutoGen provides unique advantages when paired with Flagsmith through the Model Context Protocol.

01

Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Flagsmith tools to solve complex tasks

02

Role-based architecture lets you assign Flagsmith tool access to specific agents. a data analyst queries while a reviewer validates

03

Human-in-the-loop support: agents can pause for human approval before executing sensitive Flagsmith tool calls

04

Code execution sandbox: AutoGen agents can write and run code that processes Flagsmith tool responses in an isolated environment

Flagsmith + AutoGen Use Cases

Practical scenarios where AutoGen combined with the Flagsmith MCP Server delivers measurable value.

01

Collaborative analysis: one agent queries Flagsmith while another validates results and a third generates the final report

02

Automated review pipelines: a researcher agent fetches data from Flagsmith, a critic agent evaluates quality, and a writer produces the output

03

Interactive planning: agents negotiate task allocation using Flagsmith data to make informed decisions about resource distribution

04

Code generation with live data: an AutoGen coder agent writes scripts that process Flagsmith responses in a sandboxed execution environment

Example Prompts for Flagsmith in AutoGen

Ready-to-use prompts you can give your AutoGen agent to start working with Flagsmith immediately.

01

"Get all default flag states for my current environment."

02

"Identify user 'user_99' and set their 'subscription' trait to 'premium'."

03

"Update the flag value for environment 'ser_key_123' to enable the 'maintenance_mode' feature."

Troubleshooting Flagsmith MCP Server with AutoGen

Common issues when connecting Flagsmith to AutoGen through Vinkius, and how to resolve them.

01

McpWorkbench not found

Install: pip install "autogen-ext[mcp]"

Flagsmith + AutoGen FAQ

Common questions about integrating Flagsmith MCP Server with AutoGen.

01

How does AutoGen connect to MCP servers?

Create an MCP tool adapter and assign it to one or more agents in the group chat. AutoGen agents can then call Flagsmith tools during their conversation turns.
02

Can different agents have different MCP tool access?

Yes. AutoGen's role-based architecture lets you assign specific MCP tools to specific agents, so a querying agent has different capabilities than a reviewing agent.
03

Does AutoGen support human approval for tool calls?

Yes. Configure human-in-the-loop mode so agents pause and request approval before executing sensitive MCP tool calls.

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