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 Google ADK 8 tools — connect in under 2 minutes

Name: Codacy
Availability: InStock
Author: Vinkius

google.github.io/adk-docs/tools/mcp-tools

Built by Vinkius GDPR 8 Tools SDK

Google Agent Development Kit (ADK) is Google's framework for building production AI agents. Add Codacy as an MCP tool provider through Vinkius and your ADK agents can call every tool with full schema introspection.

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

from google.adk.agents import Agent
from google.adk.tools.mcp_tool import McpToolset
from google.adk.tools.mcp_tool.mcp_session_manager import (
    StreamableHTTPConnectionParams,
)

# Your Vinkius token. get it at cloud.vinkius.com
mcp_tools = McpToolset(
    connection_params=StreamableHTTPConnectionParams(
        url="https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp",
    )
)

agent = Agent(
    model="gemini-2.5-pro",
    name="codacy_agent",
    instruction=(
        "You help users interact with Codacy "
        "using 8 available tools."
    ),
    tools=[mcp_tools],
)

Fully ManagedVinkius Servers

60%Token savings

High SecurityEnterprise-grade

IAMAccess control

EU AI ActCompliant

DLPData protection

V8 IsolateSandboxed

Ed25519Audit chain

<40msKill switch

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.

Google ADK natively supports Codacy as an MCP tool provider. declare Vinkius Edge URL and the framework handles discovery, validation, and execution automatically. Combine 8 tools with Gemini's long-context reasoning for complex multi-tool workflows, with production-ready session management and evaluation built in.

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 Google ADK 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 Google ADK via MCP

Follow these steps to integrate the Codacy MCP Server with Google ADK.

Install Google ADK

Run pip install google-adk

Replace the token

Replace [YOUR_TOKEN_HERE] with your Vinkius token

Create the agent

Save the code above and integrate into your ADK workflow

Explore tools

The agent will discover 8 tools from Codacy via MCP

Why Use Google ADK with the Codacy MCP Server

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

Google ADK natively supports MCP tool servers. declare a tool provider and the framework handles discovery, validation, and execution

Built on Gemini models, ADK provides long-context reasoning ideal for complex multi-tool workflows with Codacy

Production-ready features like session management, evaluation, and deployment come built-in. not bolted on

Seamless integration with Google Cloud services means you can combine Codacy tools with BigQuery, Vertex AI, and Cloud Functions

Codacy + Google ADK Use Cases

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

Enterprise data agents: ADK agents query Codacy and cross-reference results with internal databases for comprehensive analysis

Multi-modal workflows: combine Codacy tool responses with Gemini's vision and language capabilities in a single agent

Automated compliance checks: schedule ADK agents to query Codacy regularly and flag policy violations or configuration drift

Internal tool platforms: build self-service agent platforms where teams connect their own MCP servers including Codacy

Codacy MCP Tools for Google ADK (8)

These 8 tools become available when you connect Codacy to Google ADK 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 Google ADK

Ready-to-use prompts you can give your Google ADK 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 Google ADK

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

McpToolset not found

Update: pip install --upgrade google-adk

Codacy + Google ADK FAQ

Common questions about integrating Codacy MCP Server with Google ADK.

How does Google ADK connect to MCP servers?

Import the MCP toolset class and pass the server URL. ADK discovers and registers all tools automatically, making them available to your agent's tool-use loop.

Can ADK agents use multiple MCP servers?

Yes. Declare multiple MCP tool providers in your agent configuration. ADK merges all tool schemas and the agent can call tools from any server in a single turn.

Which Gemini models work best with MCP tools?

Gemini 2.0 Flash and Pro models both support function calling required for MCP tools. Flash is recommended for latency-sensitive use cases, Pro for complex reasoning.