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Clockify MCP Server for AutoGen 8 tools — connect in under 2 minutes

Built by Vinkius GDPR 8 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add Clockify as an MCP tool provider through the 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="clockify_agent",
            tools=tools,
            system_message=(
                "You help users with Clockify. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

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

Connect your Clockify account to any AI agent and take full control of your time tracking and project management through natural conversation. Streamline how you monitor work hours and team productivity natively.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use Clockify tools. Connect 8 tools through the 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

  • Workspace Oversight — List and retrieve details for all workspaces you have access to natively
  • Project Intelligence — Access and monitor all projects and clients configured in your account flawlessly
  • Time Tracking — List and retrieve details for all time entries for any user in your team securely
  • Timer Management — Start and stop timers directly from your chat interface to ensure accurate logging flawlessly
  • Team Logistics — List all users and team members within a workspace to understand allocation securely
  • Productivity Auditing — Retrieve detailed time entry metadata including descriptions and project associations flawlessly

The Clockify MCP Server exposes 8 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 Clockify to AutoGen via MCP

Follow these steps to integrate the Clockify 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 8 tools from Clockify automatically

Why Use AutoGen with the Clockify MCP Server

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

01

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

02

Role-based architecture lets you assign Clockify 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 Clockify tool calls

04

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

Clockify + AutoGen Use Cases

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

01

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

02

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

03

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

04

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

Clockify MCP Tools for AutoGen (8)

These 8 tools become available when you connect Clockify to AutoGen via MCP:

01

add_new_time_entry

Add a new time entry to a workspace

02

get_my_clockify_profile

Retrieve information about the authenticated user

03

list_clockify_workspaces

List all workspaces the user has access to

04

list_user_time_entries

List time entries for a specific user in a workspace

05

list_workspace_clients

List all clients configured in a workspace

06

list_workspace_projects

List all projects within a specific workspace

07

list_workspace_users

List all users within a specific workspace

08

stop_current_timer

Stop the currently running timer for a specific user

Example Prompts for Clockify in AutoGen

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

01

"List all my Clockify workspaces."

02

"Show me the last 5 time entries for user 'John Doe'."

03

"Stop my running timer in the 'Engineering' workspace."

Troubleshooting Clockify MCP Server with AutoGen

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

01

McpWorkbench not found

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

Clockify + AutoGen FAQ

Common questions about integrating Clockify 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 Clockify 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 Clockify to AutoGen

Get your token, paste the configuration, and start using 8 tools in under 2 minutes. No API key management needed.