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Connect Codacy to ChatGPT, Claude and Gemini

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. Manage repository health and security directly from your chat interface.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

ChatGPTClaudeCursorPerplexityGeminiMicrosoft CopilotRaycastMeta AI

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

A futuristic MCP client docking bay
V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 8 capabilities

We ship only the actions that matter.

Capability set01 / 02

01-04

4 capabilities in this set.

Part of 8 available through Codacy.

  1. 01

    Get repository quality analysis

    This capability pulls the current quality grade and specific performance metrics for a single repository.

  2. 02

    List supported languages

    Use this to see which programming languages the Codacy analysis engine can process.

  3. 03

    List codacy organizations

    This capability returns a list of all organizations linked to your Codacy account.

  4. 04

    Search repository issues

    This capability lets you find specific code quality or security issues within a repository using filters.

Capability set02 / 02

05-08

4 capabilities in this set.

Part of 8 available through Codacy.

  1. 05

    Get my codacy profile

    This capability retrieves the profile details for the user currently authenticated with Codacy.

  2. 06

    List organization members

    Use this to get a roster of all users and members belonging to a specific organization.

  3. 07

    List organization repositories

    This capability provides a list of every repository being analyzed within an organization.

  4. 08

    List repository webhooks

    This capability shows the webhooks you have configured for real-time quality and analysis notifications.

Real work

What teams actually run

01

Rapid Security Audits

Ask your agent to find all critical vulnerabilities in a specific repo before a release.

02

Health Checks

Check the current quality grade of an organization's repositories during a sprint review.

03

Access Management

Quickly verify which users are members of a specific Codacy organization.

04

Language Compatibility Checks

Verify if a new project's language is supported by the Codacy engine.

Automate a task

Put Codacy to work on one thing.

Step-by-step automations your AI runs through this Connector: the workflow, the prompts to start with, and the exact capabilities behind each move.

One connector, every AI

Codacy works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

ClaudeClaudeChatGPTChatGPTGeminiGeminiPerplexityPerplexityGrokGrokMicrosoft CopilotMicrosoft CopilotCursorCursorVS CodeVS CodeWindsurfWindsurfJetBrainsJetBrainsClineClineLangChainLangChainVercel AI SDKVercel AI SDKLovableLovableZ.aiZ.aiRaycastRaycastQwen CodeQwen CodeKimi CodeKimi CodeLe ChatLe Chat

Building your own app? The connector is yours to use.

You don't need a client to put Codacy to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

859ms average. Fast in production.

Codacy is checked daily against the live service.

Daily averagePeak 951ms
Oct 3Today
Fastest day
682ms
Slowest day
951ms
14-day trend
Stable-4%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 8 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Codacy, so you can see the experience inside your AI.

It does not authenticate your account with Codacy. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Codacy Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_KbaaZYN1bP8SnLjmfwP5o8lSuAGcVbr6otbUJbbw/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Codacy capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "codacy-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KbaaZYN1bP8SnLjmfwP5o8lSuAGcVbr6otbUJbbw/mcp"
    }
  }
}
  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Codacy in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Codacy owners hand off.

This MCP is built for technical teams who need to keep a pulse on code health without constant dashboard context switching.

  • 01

    Engineering Managers

    They ask the agent to report on repository grades and quality trends.

  • 02

    DevOps Engineers

    They use the agent to audit webhooks and analysis status.

  • 03

    Software Developers

    They query the agent for specific code issues and security alerts.

  • 04

    Security Teams

    They verify repository compliance and monitor vulnerability findings.

FAQ

Questions Codacy owners ask.

  • 01

    How do I connect my Codacy account?

    You need to provide your Codacy Account API Token, which you can find in your Codacy User Settings under the API section.

  • 02

    Which AI clients can use this MCP?

    This MCP works with any compatible client, including Claude, Cursor, and Windsurf.

  • 03

    Can I search for specific security issues?

    Yes, you can use your agent to search for repository issues using filters like level, category, and language.

  • 04

    Does this MCP host the data?

    Vinkius hosts and manages the MCP, so you don't have to worry about running it locally or managing the connection yourself.

  • 05

    Can I see my organization members through the AI?

    Yes, you can use the capability to list people and users belonging to any organization in your account.

  • 06

    Can I see the quality grade for a specific repository?

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

  • 07

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

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

  • 08

    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.

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