Can I see the quality grade for a specific repository?

Yes! Use the `get_repository_quality_analysis` tool. Provide the provider (e.g., `gh`), organization, and repository name. The agent will return the current letter grade (A-F) and core quality metrics.

How do I search for security-related issues in my code?

Use the `search_repository_issues` tool. You can filter the payload to include `categories: ['Security']`. Your agent will fetch all security vulnerabilities identified by Codacy in that repository.

Where do I find my Codacy API Token?

Log in to Codacy, click on your avatar in the top right, go to **User Settings**, and select the **API** tab. You can generate and copy your account token from there.

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

Name: Codacy
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 Codacy as an MCP tool provider through Vinkius and every agent in the group can access live data and take action.

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

asyncio.run(main())

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IAMAccess control

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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 Codacy MCP Server

Connect your Codacy account to any AI agent and take full control of your automated code reviews and quality metrics through natural conversation. Streamline how you monitor security and maintainability across your repositories natively.

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

Organization Oversight — List and retrieve details for all organizations associated with your Codacy account natively
Repository Intelligence — Access current quality grades, complex files, and overall metrics for any analyzed repository flawlessly
Issue Management — Search for specific code quality issues using advanced filters like level, category, and language securely
Language Logistics — List all programming languages supported by the Codacy analysis engine flawlessly
Member Management — Access organization member rosters and user profile information securely
Webhook Visibility — Monitor configured webhooks for real-time quality and analysis notifications directly within your workspace

The Codacy 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 Codacy to AutoGen via MCP

Follow these steps to integrate the Codacy 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 Codacy automatically

Why Use AutoGen with the Codacy MCP Server

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

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

Role-based architecture lets you assign Codacy 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 Codacy tool calls

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

Codacy + AutoGen Use Cases

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

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

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

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

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

Codacy MCP Tools for AutoGen (8)

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

get_my_codacy_profile

Retrieve information about the authenticated Codacy user

get_repository_quality_analysis

Get the current quality grade and metrics for a specific repository

list_codacy_organizations

List all organizations associated with the account

list_organization_members

List people and users belonging to an organization

list_organization_repositories

List all repositories analyzed within an organization

list_repository_webhooks

List configured webhooks for quality notifications

list_supported_languages

List programming languages supported by the Codacy analysis engine

search_repository_issues

Search for specific code quality issues in a repository

Example Prompts for Codacy in AutoGen

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

"List all repositories in the 'vinkius' organization on GitHub."

"Show me the security issues for the 'core-api' repository."

"What languages does Codacy support?"

Troubleshooting Codacy MCP Server with AutoGen

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

McpWorkbench not found

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

Codacy + AutoGen FAQ

Common questions about integrating Codacy 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 Codacy 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.