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PingCode MCP Server for AutoGen 10 tools — connect in under 2 minutes

Built by Vinkius GDPR 10 Tools Framework

Microsoft AutoGen enables multi-agent conversations where agents negotiate, delegate, and execute tasks collaboratively. Add PingCode 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="pingcode_agent",
            tools=tools,
            system_message=(
                "You help users with PingCode. "
                "10 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())
PingCode
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Stream every event to Splunk, Datadog, or your own webhook in real-time

* 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 PingCode MCP Server

Empower your AI agent to orchestrate your software development lifecycle with PingCode, the premier agile project management platform for R&D teams. By connecting PingCode to your agent, you transform complex issue tracking, sprint planning, and knowledge management into a natural conversation. Your agent can instantly list your agile projects, create work items, monitor sprint progress, and even retrieve wiki pages without you needing to navigate the complex PingCode dashboard. Whether you are following Scrum or Kanban, your agent acts as a real-time R&D assistant, ensuring your development pipeline is always moving and your documentation is accessible.

AutoGen enables multi-agent conversations where agents negotiate, delegate, and collaboratively use PingCode 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

  • Agile Management — List agile projects and get detailed information about your development workspace.
  • Work Item Control — Create and track tasks, stories, and bugs with full support for descriptions and metadata.
  • Sprint & Release Tracking — Monitor active sprints and upcoming releases to stay on top of your delivery schedule.
  • Knowledge Management — Browse wiki repositories and retrieve page content to access project documentation instantly.
  • Team Overview — List organization teams and members to manage collaboration and assignments effectively.

The PingCode 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 PingCode to AutoGen via MCP

Follow these steps to integrate the PingCode 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 10 tools from PingCode automatically

Why Use AutoGen with the PingCode MCP Server

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

01

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

02

Role-based architecture lets you assign PingCode 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 PingCode tool calls

04

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

PingCode + AutoGen Use Cases

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

01

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

02

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

03

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

04

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

PingCode MCP Tools for AutoGen (10)

These 10 tools become available when you connect PingCode to AutoGen via MCP:

01

create_work_item

Create a work item

02

get_project

Get project details

03

get_wiki_page

Get wiki page content

04

list_members

List organization members

05

list_projects

List PingCode agile projects

06

list_releases

List project releases

07

list_sprints

List project sprints

08

list_teams

List organization teams

09

list_wiki_pages

List wiki pages

10

list_work_items

List work items in a project

Example Prompts for PingCode in AutoGen

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

01

"List all agile projects in my PingCode organization."

02

"Create a new bug item in project 'Checkout Flow' titled 'Payment timeout on mobile'."

03

"Retrieve the content of the wiki page 'System Architecture' from repository 'PROJ-DOCS'."

Troubleshooting PingCode MCP Server with AutoGen

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

01

McpWorkbench not found

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

PingCode + AutoGen FAQ

Common questions about integrating PingCode 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 PingCode 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 PingCode to AutoGen

Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.