Can I see the maintainability rating for a specific repository?

Yes! Use the `get_repository_code_quality` tool with the unique repository ID. The agent will return the current maintainability grade (A-F) and other core health metrics provided by Code Climate.

How do I check the test coverage percentage for a repository?

Use the `list_repository_test_reports` tool. Your agent will fetch all test coverage reports associated with the repository, showing the coverage percentage for the most recent runs.

Where do I find my Code Climate API Token?

Log in to Code Climate, click on your avatar in the top right, go to **User Settings**, and select **Personal API Tokens**. You can generate and copy your token from that section.

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

Name: Code Climate
Availability: InStock
Author: Vinkius

microsoft.github.io/autogen/docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools Framework

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

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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="code_climate_agent",
            tools=tools,
            system_message=(
                "You help users with Code Climate. "
                "8 tools available."
            ),
        )
        print(f"Agent ready with {len(tools)} tools")

asyncio.run(main())

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* 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 Code Climate MCP Server

Connect your Code Climate account to any AI agent and take full control of your automated code reviews and engineering intelligence through natural conversation. Streamline how you monitor maintainability and test coverage across your repositories natively.

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

Repository Oversight — List and retrieve details for all repositories analyzed in Code Climate, including health status natively
Snapshot Intelligence — Access current and historical analysis snapshots to understand how code quality evolves flawlessly
Issue Management — List all code issues identified in a specific snapshot to prioritize technical debt securely
Coverage Tracking — Access and monitor test coverage reports to ensure high-quality software delivery flawlessly
Webhook Logistics — Monitor configured webhooks for real-time quality and analysis notifications flawlessly
Account Visibility — Retrieve information about your authenticated user profile and organizational metadata directly within your workspace

The Code Climate 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 Code Climate to AutoGen via MCP

Follow these steps to integrate the Code Climate MCP Server with AutoGen.

Install AutoGen

Run pip install "autogen-ext[mcp]"

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Integrate into workflow

Use the agent in your AutoGen multi-agent orchestration

Explore tools

The workbench discovers 8 tools from Code Climate automatically

Why Use AutoGen with the Code Climate MCP Server

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

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

Role-based architecture lets you assign Code Climate tool access to specific agents — a data analyst queries while a reviewer validates

Human-in-the-loop support: agents can pause for human approval before executing sensitive Code Climate tool calls

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

Code Climate + AutoGen Use Cases

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

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

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

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

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

Code Climate MCP Tools for AutoGen (8)

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

get_my_codeclimate_profile

Retrieve information about the authenticated user

get_repository_code_quality

Get detailed quality information for a specific repository

get_snapshot_quality_details

Get detailed information for a specific analysis snapshot

list_codeclimate_repositories

List all repositories analyzed in Code Climate

list_codeclimate_webhooks

List all configured webhooks for a specific repository

list_repository_snapshots

List all analysis snapshots for a specific repository

list_repository_test_reports

List all test coverage reports for a repository

list_snapshot_code_issues

List all code issues identified in a specific snapshot

Example Prompts for Code Climate in AutoGen

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

"List all my repositories in Code Climate."

"What is the current test coverage for the 'core-api' repository?"

"Show me the last 5 analysis snapshots for 'frontend-app'."

Troubleshooting Code Climate MCP Server with AutoGen

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

McpWorkbench not found

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

Code Climate + AutoGen FAQ

Common questions about integrating Code Climate MCP Server with AutoGen.

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 Code Climate tools during their conversation turns.

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.