Coding.net MCP Server for Pydantic AI 10 tools — connect in under 2 minutes
Pydantic AI brings type-safe agent development to Python with first-class MCP support. Connect Coding.net through Vinkius and every tool is automatically validated against Pydantic schemas. catch errors at build time, not in production.
ASK AI ABOUT THIS MCP SERVER
Vinkius supports streamable HTTP and SSE.
import asyncio
from pydantic_ai import Agent
from pydantic_ai.mcp import MCPServerHTTP
async def main():
# Your Vinkius token. get it at cloud.vinkius.com
server = MCPServerHTTP(url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp")
agent = Agent(
model="openai:gpt-4o",
mcp_servers=[server],
system_prompt=(
"You are an assistant with access to Coding.net "
"(10 tools)."
),
)
result = await agent.run(
"What tools are available in Coding.net?"
)
print(result.data)
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 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.
Pydantic AI validates every Coding.net tool response against typed schemas, catching data inconsistencies at build time. Connect 10 tools through Vinkius and switch between OpenAI, Anthropic, or Gemini without changing your integration code. full type safety, structured output guarantees, and dependency injection for testable agents.
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 Pydantic AI 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 Pydantic AI via MCP
Follow these steps to integrate the Coding.net MCP Server with Pydantic AI.
Install Pydantic AI
Run pip install pydantic-ai
Replace the token
Replace [YOUR_TOKEN_HERE] with your Vinkius token
Run the agent
Save to agent.py and run: python agent.py
Explore tools
The agent discovers 10 tools from Coding.net with type-safe schemas
Why Use Pydantic AI with the Coding.net MCP Server
Pydantic AI provides unique advantages when paired with Coding.net through the Model Context Protocol.
Full type safety: every MCP tool response is validated against Pydantic models, catching data inconsistencies before they reach your application
Model-agnostic architecture. switch between OpenAI, Anthropic, or Gemini without changing your Coding.net integration code
Structured output guarantee: Pydantic AI ensures tool results conform to defined schemas, eliminating runtime type errors
Dependency injection system cleanly separates your Coding.net connection logic from agent behavior for testable, maintainable code
Coding.net + Pydantic AI Use Cases
Practical scenarios where Pydantic AI combined with the Coding.net MCP Server delivers measurable value.
Type-safe data pipelines: query Coding.net with guaranteed response schemas, feeding validated data into downstream processing
API orchestration: chain multiple Coding.net tool calls with Pydantic validation at each step to ensure data integrity end-to-end
Production monitoring: build validated alert agents that query Coding.net and output structured, schema-compliant notifications
Testing and QA: use Pydantic AI's dependency injection to mock Coding.net responses and write comprehensive agent tests
Coding.net MCP Tools for Pydantic AI (10)
These 10 tools become available when you connect Coding.net to Pydantic AI 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 Pydantic AI
Ready-to-use prompts you can give your Pydantic AI 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 Pydantic AI
Common issues when connecting Coding.net to Pydantic AI through the Vinkius, and how to resolve them.
MCPServerHTTP not found
pip install --upgrade pydantic-aiCoding.net + Pydantic AI FAQ
Common questions about integrating Coding.net MCP Server with Pydantic AI.
How does Pydantic AI discover MCP tools?
MCPServerHTTP instance with the server URL. Pydantic AI connects, discovers all tools, and generates typed Python interfaces automatically.Does Pydantic AI validate MCP tool responses?
Can I switch LLM providers without changing MCP code?
Connect Coding.net 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 Coding.net to Pydantic AI
Get your token, paste the configuration, and start using 10 tools in under 2 minutes. No API key management needed.