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Keepcon MCP Server for AutoGen 9 tools — connect in under 2 minutes

Built by Vinkius GDPR 9 Tools Framework

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

Vinkius supports streamable HTTP and SSE.

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="keepcon_agent",
            tools=tools,
            system_message=(
                "You help users with Keepcon. "
                "9 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
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About Keepcon MCP Server

Empower your AI agents to moderate user-generated content using Keepcon. This MCP server enables seamless integration with Keepcon's semantic moderation engine for both real-time and batch processing.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Keepcon tools. Connect 9 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

  • Real-time Moderation — Submit text for immediate moderation decisions (approve/reject) and category tagging
  • Batch Processing — Import large volumes of content for asynchronous moderation and retrieve results in bulk
  • Result Management — Export pending moderation decisions and acknowledge processed results to maintain a clean queue
  • Feedback Loop — Submit feedback on moderation decisions to improve the accuracy of the semantic engine
  • Profile Insight — List and query user profiles associated with moderated content

The Keepcon MCP Server exposes 9 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 Keepcon to AutoGen via MCP

Follow these steps to integrate the Keepcon MCP Server with AutoGen.

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 9 tools from Keepcon automatically

Why Use AutoGen with the Keepcon MCP Server

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

01

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

02

Role-based architecture lets you assign Keepcon 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 Keepcon tool calls

04

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

Keepcon + AutoGen Use Cases

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

01

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

02

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

03

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

04

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

Keepcon MCP Tools for AutoGen (9)

These 9 tools become available when you connect Keepcon to AutoGen via MCP:

01

acknowledge_results

Acknowledge receipt of results

02

export_results

Retrieve batch moderation results

03

get_profile

Get a specific user profile by Keepcon ID

04

get_profile_by_social_id

g., twitter, facebook) and the network-specific user ID. Get a user profile by social network ID

05

import_batch

Returns an import ID. Submit content for batch moderation

06

list_profiles

List user profiles

07

moderate_content

Returns the decision (approve/reject) and tags. Moderates content in real-time

08

search_profiles

Search profiles with filters

09

submit_feedback

g., false positives) to improve the semantic engine. Submit moderation feedback

Example Prompts for Keepcon in AutoGen

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

01

"Moderate this text in the 'forum' context: 'This user is being very aggressive!'"

02

"Export pending moderation results for the 'chat' context."

03

"List all user profiles in my Keepcon account."

Troubleshooting Keepcon MCP Server with AutoGen

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

01

McpWorkbench not found

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

Keepcon + AutoGen FAQ

Common questions about integrating Keepcon 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 Keepcon 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.

Connect Keepcon to AutoGen

Get your token, paste the configuration, and start using 9 tools in under 2 minutes. No API key management needed.