Flotiq MCP Server for AutoGen 10 tools — connect in under 2 minutes
Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Flotiq 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
Vinkius supports streamable HTTP and SSE.
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="flotiq_agent",
tools=tools,
system_message=(
"You help users with Flotiq. "
"10 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 Flotiq MCP Server
Connect your Flotiq account to any AI agent and take full control of your API-first headless CMS and structured content delivery through natural conversation.
AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Flotiq tools. Connect 10 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
- Content Object Orchestration — Identify bounded routing spaces inside the headless Flotiq CMS and extract explicitly attached REST arrays targeting specific content types natively
- Live Record Management — Provision highly-available JSON payloads to write or update Flotiq models, or irreversibly vaporize specific nodes to clear live database bytes
- Schema Auditing — Retrieve the exact structural matching for delivery models and enumerate explicitly attached structured rules exporting active type vectors
- Global Semantic Search — Execute immediate queries across all content by tapping raw status configurations validating words bounding Elastic/Graph limits flawlessly
- Media Asset Discovery — Perform structural extraction of properties driving active media limits by hitting physical CDN uploads mapped in your tenant environment
- Relational Data Hydration — Analyze specific ID configurations mapping to internal dependencies and parsing relations securely through hydrated object retrieval
- Tenant Oversight — Identify precise active arrays spanning your rented identity limits, analyzing quotas and base endpoints available synchronously
The Flotiq MCP Server exposes 10 tools through the Vinkius. Connect it to AutoGen in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.
How to Connect Flotiq to AutoGen via MCP
Follow these steps to integrate the Flotiq MCP Server with AutoGen.
Install AutoGen
Run pip install "autogen-ext[mcp]"
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Integrate into workflow
Use the agent in your AutoGen multi-agent orchestration
Explore tools
The workbench discovers 10 tools from Flotiq automatically
Why Use AutoGen with the Flotiq MCP Server
AutoGen provides unique advantages when paired with Flotiq through the Model Context Protocol.
Multi-agent conversations: multiple AutoGen agents discuss, delegate, and collaboratively use Flotiq tools to solve complex tasks
Role-based architecture lets you assign Flotiq 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 Flotiq tool calls
Code execution sandbox: AutoGen agents can write and run code that processes Flotiq tool responses in an isolated environment
Flotiq + AutoGen Use Cases
Practical scenarios where AutoGen combined with the Flotiq MCP Server delivers measurable value.
Collaborative analysis: one agent queries Flotiq while another validates results and a third generates the final report
Automated review pipelines: a researcher agent fetches data from Flotiq, a critic agent evaluates quality, and a writer produces the output
Interactive planning: agents negotiate task allocation using Flotiq data to make informed decisions about resource distribution
Code generation with live data: an AutoGen coder agent writes scripts that process Flotiq responses in a sandboxed execution environment
Flotiq MCP Tools for AutoGen (10)
These 10 tools become available when you connect Flotiq to AutoGen via MCP:
create_cms_object
Provision a highly-available JSON Payload writing models natively
get_content_details
Retrieve explicit Cloud logging tracing explicit Payload IDs limitlessly
get_content_type_schema
Retrieve the exact structural matching verifying Delivery Model blocks
get_tenant_limits
Identify precise active arrays spanning rented Identity limits
list_all_content_types
Enumerate explicitly attached structured rules exporting active Type vectors
list_content_objects
Identify bounded routing spaces inside the Headless Flotiq CMS
list_media_assets
Perform structural extraction of properties driving active Media limits
patch_cms_object
Mutate global Web CRM boundaries substituting Attributes safely
search_global_content
Inspect deep internal arrays mitigating specific Picture constraints
wipe_cms_object
Irreversibly vaporize explicit App nodes dropping live Database bytes
Example Prompts for Flotiq in AutoGen
Ready-to-use prompts you can give your AutoGen agent to start working with Flotiq immediately.
"List all items of content type 'blogpost'"
"Show me the JSON schema for content type 'product'"
"Search global content for 'feature launch'"
Troubleshooting Flotiq MCP Server with AutoGen
Common issues when connecting Flotiq to AutoGen through the Vinkius, and how to resolve them.
McpWorkbench not found
pip install "autogen-ext[mcp]"Flotiq + AutoGen FAQ
Common questions about integrating Flotiq 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?
Connect Flotiq with your favorite client
Step-by-step setup guides for every MCP-compatible client and framework:
Anthropic's native desktop app for Claude with built-in MCP support.
AI-first code editor with integrated LLM-powered coding assistance.
GitHub Copilot in VS Code with Agent mode and MCP support.
Purpose-built IDE for agentic AI coding workflows.
Autonomous AI coding agent that runs inside VS Code.
Anthropic's agentic CLI for terminal-first development.
Python SDK for building production-grade OpenAI agent workflows.
Google's framework for building production AI agents.
Type-safe agent development for Python with first-class MCP support.
TypeScript toolkit for building AI-powered web applications.
TypeScript-native agent framework for modern web stacks.
Python framework for orchestrating collaborative AI agent crews.
Leading Python framework for composable LLM applications.
Data-aware AI agent framework for structured and unstructured sources.
Microsoft's framework for multi-agent collaborative conversations.
Connect Flotiq to AutoGen
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.