Flagsmith MCP Server for AutoGenGive AutoGen instant access to 8 tools to Create Environment, Delete Segment Override, Get Environment Document, and more
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.
Vinkius delivers Streamable HTTP and SSE to any MCP client
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())
* 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 environment on Flagsmith
Requires FLAGSMITH_API_KEY. Create a new environment within a project
Delete segment override on Flagsmith
Requires FLAGSMITH_API_KEY. Delete a segment override
Get environment document on Flagsmith
Requires FLAGSMITH_ENVIRONMENT_KEY. Get the entire environment configuration document
Get environment flags on Flagsmith
Requires FLAGSMITH_ENVIRONMENT_KEY. Get all default flag states for an environment
Get identity flags on Flagsmith
Requires FLAGSMITH_ENVIRONMENT_KEY. Get flags and traits for a specific user identity
Identify user on Flagsmith
Requires FLAGSMITH_ENVIRONMENT_KEY. Identify user and set traits
Update flag v1 on Flagsmith
Requires FLAGSMITH_API_KEY. Update a flag value (Single change)
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.
Install AutoGen
pip install "autogen-ext[mcp]"Replace the token
[YOUR_TOKEN_HERE] with your Vinkius tokenIntegrate into workflow
Explore tools
Why Use AutoGen with the Flagsmith MCP Server
AutoGen provides unique advantages when paired with Flagsmith through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Flagsmith tools to solve complex tasks
Role-based architecture lets you assign Flagsmith tool access to specific agents. a data analyst queries while a reviewer validates
Human-in-the-loop support: agents can pause for human approval before executing sensitive Flagsmith tool calls
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.
Collaborative analysis: one agent queries Flagsmith while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Flagsmith, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Flagsmith data to make informed decisions about resource distribution
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.
"Get all default flag states for my current environment."
"Identify user 'user_99' and set their 'subscription' trait to 'premium'."
"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.
McpWorkbench not found
pip install "autogen-ext[mcp]"Flagsmith + AutoGen FAQ
Common questions about integrating Flagsmith MCP Server with AutoGen.
How does AutoGen connect to MCP servers?
Can different agents have different MCP tool access?
Does AutoGen support human approval for tool calls?
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