How do I find my CODING Team Domain?

Your team domain is the unique URL you use to access CODING, typically in the format `your-team.coding.net`. You can find it in your browser's address bar when logged in.

How do I generate a Personal Access Token (PAT)?

Log in to CODING, go to [Personal Settings] → [Access Tokens], and click on [New Token]. Ensure you grant the necessary permissions for the resources you want to manage.

Can I access multiple repositories in a project?

Yes. Use the `list_repos` tool with your project name to see all available Git depots. You can then use `get_repo` or `list_branches` with specific repository names.

Coding.net MCP Server for OpenAI Agents SDK 10 tools — connect in under 2 minutes

Name: Coding.net
Availability: InStock
Author: Vinkius

openai.github.io/openai-agents-python/mcp

Built by Vinkius GDPR 10 Tools SDK

The OpenAI Agents SDK enables production-grade agent workflows in Python. Connect Coding.net through Vinkius and your agents gain typed, auto-discovered tools with built-in guardrails. no manual schema definitions required.

Get MCP Server for AI Agents

ASK AI ABOUT THIS MCP SERVER

Open in ChatGPT Open in Claude Open in Perplexity

Vinkius supports streamable HTTP and SSE.

python

import asyncio
from agents import Agent, Runner
from agents.mcp import MCPServerStreamableHttp

async def main():
    # Your Vinkius token. get it at cloud.vinkius.com
    async with MCPServerStreamableHttp(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    ) as mcp_server:

        agent = Agent(
            name="Coding.net Assistant",
            instructions=(
                "You help users interact with Coding.net. "
                "You have access to 10 tools."
            ),
            mcp_servers=[mcp_server],
        )

        result = await Runner.run(
            agent, "List all available tools from Coding.net"
        )
        print(result.final_output)

asyncio.run(main())

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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 Coding.net MCP Server

Empower your AI agent to orchestrate your entire software development lifecycle with CODING (Coding.net), the premier DevOps platform in China. By connecting CODING to your agent, you transform complex project management, code repository auditing, and issue tracking into a natural conversation. Your agent can instantly list projects, retrieve detailed Git repository metadata, browse active merge requests, and monitor issue progress without you ever needing to navigate the comprehensive CODING web interface. Whether you are conducting a code review or coordinating a cross-functional release, your agent acts as a real-time DevOps assistant, keeping your development data accurate and your team moving.

The OpenAI Agents SDK auto-discovers all 10 tools from Coding.net through native MCP integration. Build agents with built-in guardrails, tracing, and handoff patterns. chain multiple agents where one queries Coding.net, another analyzes results, and a third generates reports, all orchestrated through Vinkius.

What you can do

Project Orchestration — List all DevOps projects and retrieve detailed metadata for each organizational unit.
Repository Auditing — Browse Git depots, list branches, and retrieve detailed commit information.
Issue Tracking — List and retrieve detailed information about project tasks and bugs to monitor velocity.
Collaboration Monitoring — List active merge requests to identify blockers and pending reviews.
User Insights — Retrieve profile information for organization members and the authenticated user.

The Coding.net MCP Server exposes 10 tools through the Vinkius. Connect it to OpenAI Agents SDK 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 Coding.net to OpenAI Agents SDK via MCP

Follow these steps to integrate the Coding.net MCP Server with OpenAI Agents SDK.

Install the SDK

Run pip install openai-agents in your Python environment

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token from cloud.vinkius.com

Run the script

Save the code above and run it: python agent.py

Explore tools

The agent will automatically discover 10 tools from Coding.net

Why Use OpenAI Agents SDK with the Coding.net MCP Server

OpenAI Agents SDK provides unique advantages when paired with Coding.net through the Model Context Protocol.

Native MCP integration via `MCPServerSse`, pass the URL and the SDK auto-discovers all tools with full type safety

Built-in guardrails, tracing, and handoff patterns let you build production-grade agents without reinventing safety infrastructure

Lightweight and composable: chain multiple agents and MCP servers in a single pipeline with minimal boilerplate

First-party OpenAI support ensures optimal compatibility with GPT models for tool calling and structured output

Coding.net + OpenAI Agents SDK Use Cases

Practical scenarios where OpenAI Agents SDK combined with the Coding.net MCP Server delivers measurable value.

Automated workflows: build agents that query Coding.net, process the data, and trigger follow-up actions autonomously

Multi-agent orchestration: create specialist agents. one queries Coding.net, another analyzes results, a third generates reports

Data enrichment pipelines: stream data through Coding.net tools and transform it with OpenAI models in a single async loop

Customer support bots: agents query Coding.net to resolve tickets, look up records, and update statuses without human intervention

Coding.net MCP Tools for OpenAI Agents SDK (10)

These 10 tools become available when you connect Coding.net to OpenAI Agents SDK via MCP:

get_commit

Get commit details

get_issue

Get issue details

get_project

Get project details

get_repo

Get repository details

get_user

Get current user profile

list_branches

List repository branches

list_issues

List project issues

list_mrs

List merge requests

list_projects

List DevOps projects

list_repos

List project repositories

Example Prompts for Coding.net in OpenAI Agents SDK

Ready-to-use prompts you can give your OpenAI Agents SDK agent to start working with Coding.net immediately.

"List all my DevOps projects on CODING."

"Show me the latest issues for project 'Alpha'."

"Get the branches for repository 'main-api' in project 'Alpha'."

Troubleshooting Coding.net MCP Server with OpenAI Agents SDK

Common issues when connecting Coding.net to OpenAI Agents SDK through the Vinkius, and how to resolve them.

MCPServerStreamableHttp not found

Ensure you have the latest version: pip install --upgrade openai-agents

Agent not calling tools

Make sure your prompt explicitly references the task the tools can help with.

Coding.net + OpenAI Agents SDK FAQ

Common questions about integrating Coding.net MCP Server with OpenAI Agents SDK.

How does the OpenAI Agents SDK connect to MCP?

Use MCPServerSse(url=...) to create a server connection. The SDK auto-discovers all tools and makes them available to your agent with full type information.