# How to integrate Codacy MCP with Atomic Agent ```json { "title": "How to integrate Codacy MCP with Atomic Agent", "toolkit": "Codacy", "toolkit_slug": "codacy", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/codacy/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/codacy/framework/atomic-agent.md", "updated_at": "2026-08-11T13:07:58.583Z" } ``` ## Introduction Atomic Agent is an open-source AI agent that runs on your machine and supports local models through llama.cpp. Connect it to 1,500+ apps through Composio, including Codacy. This guide uses Atomic Agent's built-in Composio integration. You need Atomic Agent v0.5.6 or later, your own Composio API key, and a Codacy account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Codacy with - [OpenAI Agents SDK](https://composio.dev/toolkits/codacy/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/codacy/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/codacy/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/codacy/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/codacy/framework/codex) - [OpenClaw](https://composio.dev/toolkits/codacy/framework/openclaw) - [Hermes](https://composio.dev/toolkits/codacy/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/codacy/framework/google-adk) - [LangChain](https://composio.dev/toolkits/codacy/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/codacy/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/codacy/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/codacy/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/codacy/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/codacy/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/codacy/framework/autogen) ## TL;DR ### How Atomic Agent connects to Codacy Atomic Agent connects to Composio's Tool Router over Streamable HTTP MCP. It discovers the tools needed for your request, and Composio handles account authentication. Execution and account-connection tools follow Atomic Agent's configured approval policy. Review any approval prompt before allowing an action on your connected account. ## Connect Codacy to Atomic Agent ### Connect Codacy to Atomic Agent - Sign up or sign in to the [Composio dashboard](https://dashboard.composio.dev/?cta_placement=atomic-agent-api-key). Copy your API key. - In Atomic Agent, open the Integrations tab and select Composio. Select API key, press e, paste the key, and press Enter. The tools become available immediately, without a restart. - Ask Atomic Agent to do something in Codacy. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Codacy account, then return to Atomic Agent to continue. ### Headless setup Add the following line to ~/.atomic-agent/.env, replacing YOUR_COMPOSIO_API_KEY with your key. Start Atomic Agent after saving the file. ```bash COMPOSIO_API_KEY=YOUR_COMPOSIO_API_KEY ``` ## What is the Codacy MCP server, and what's possible with it? The Codacy MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Codacy account. It provides structured and secure access to your code quality dashboard, so your agent can perform actions like listing projects, managing API tokens, checking organization repositories, and retrieving user account details on your behalf. - Automated project listing and discovery: Instantly fetch a comprehensive list of all projects accessible to your Codacy account for quick overview and navigation. - Organization and repository management: Ask your agent to enumerate all organizations you belong to and drill into the repositories associated with each, helping you keep track of where your code lives. - API token lifecycle management: Effortlessly create or delete API tokens as needed, making it easy to manage secure integrations and access controls without leaving your flow. - User account insights and verification: Retrieve account details to confirm authentication, audit user info, or set up new integrations with confidence. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `CODACY_CREATE_API_TOKEN` | Create API Token | Creates a new account API token for the authenticated user. The token inherits all permissions from the account owner and provides access to the same organizations and repositories. Note: The token is created with default settings. To configure expiration dates or other settings, use the Codacy web interface. The newly created token can be used to authenticate API requests by including it in the 'api-token' header. | | `CODACY_DELETE_API_TOKEN` | Delete API Token | Tool to delete a specific API token from the authenticated user's account. Use after confirming the token ID. | | `CODACY_GET_ACCOUNT_DETAILS` | Get Account Details | Tool to retrieve details of the authenticated user's account. Use when confirming authentication before user-level operations. | | `CODACY_GET_CONFIGURATION_STATUS` | Get Configuration Status | Tool to retrieve the current configuration status of the Codacy system. Use when checking system setup completion or first-time configuration status. | | `CODACY_GET_HEALTH` | Get Health | Tool to check the health status of the Codacy API. Use when verifying API connectivity and service availability. | | `CODACY_GET_ORGANIZATIONS_REPOSITORIES_SETTINGS_LANGUAGES` | Get Organizations Repositories Settings Languages | Tool to get the list of all languages with their extensions and enabled status for a repository. Use when you need to understand which programming languages are detected and enabled for analysis in a specific Codacy repository. | | `CODACY_GET_TOOL_PATTERN` | Get Tool Pattern | Tool to retrieve the definition of a specific pattern for a given tool. Use when you need to get detailed information about a specific code pattern including its description, examples, parameters, and configuration. | | `CODACY_GET_USER_ORGANIZATIONS` | Get User Organizations | Retrieves all organizations the authenticated user belongs to for a specific Git provider. Returns organization details including name, provider, avatar, access permissions (DAST, SCA), and join status. Use this to discover which organizations a user can access on Codacy for a given Git provider (GitHub, GitLab, or Bitbucket). Requires the user to have connected the specified provider to their Codacy account. | | `CODACY_GET_VERSION` | Get Version | Tool to retrieve the version of the Codacy installation. Use when checking the Codacy API version for compatibility or debugging purposes. | | `CODACY_LIST_ANALYSIS_ORGANIZATIONS_REPOSITORIES` | List Analysis Organizations Repositories | Tool to list organization repositories with analysis information for the authenticated user. Use when you need to retrieve repositories from a specific organization with their analysis status. For Bitbucket, ensure you URL encode the cursor before using it in subsequent API calls. | | `CODACY_LIST_DUPLICATION_TOOLS` | List Duplication Tools | Tool to retrieve the list of duplication detection tools available in Codacy. Use when you need to identify which tools can analyze code duplication for different programming languages. | | `CODACY_LIST_LANGUAGES_TOOLS` | List Languages and Tools | Tool to retrieve the list of languages supported by available tools. Use when you need to determine which programming languages are supported by Codacy's analysis tools. | | `CODACY_LIST_LOGIN_INTEGRATIONS` | List Login Integrations | Tool to list configured login providers on Codacy's platform. Use when you need to discover available authentication methods for Codacy login. | | `CODACY_LIST_METRICS_TOOLS` | List Metrics Tools | Tool to retrieve the list of metrics tools available in Codacy. Use when you need to discover which tools calculate metrics on projects and which languages they support. | | `CODACY_LIST_PROJECTS` | List Projects | Tool to list all projects accessible to the authenticated user. Use when you need a list of repositories after confirming API token validity. | | `CODACY_LIST_PROVIDER_INTEGRATIONS` | List Provider Integrations | Tool to list provider integrations existing on Codacy's platform. Use when you need to discover available Git providers that can be integrated with Codacy for authentication and repository management. | | `CODACY_LIST_TOOLS` | List Tools | Tool to retrieve the list of analysis tools available in Codacy. Use when you need to identify which code analysis tools are available and which programming languages they support. | | `CODACY_LIST_TOOLS_PATTERNS` | List Tools Patterns | Tool to retrieve the list of patterns for a specific tool. Returns code patterns that the tool can use to find issues, with pagination support. | ## Supported Triggers None listed. ## Troubleshooting ### Why is my API key rejected? Copy the key directly from the Composio dashboard. Atomic Agent requires ASCII characters because it sends the key in an HTTP header. Remove any extra characters introduced when copying. ### Why are Composio tools unavailable after saving a key? Check that you use Atomic Agent v0.5.6 or later and that Composio is enabled in your configuration. A "composio": { "enabled": false } setting disables the integration while keeping the saved key on disk. ### Does Composio have a free plan? The Hobby plan includes 100,000 tool calls per month. Composio-managed OAuth apps have a lower included allowance. See [Composio pricing](/pricing) for the current limits that apply to your connection. ## Complete Code None listed. ## Conclusion ### Use Codacy from Atomic Agent With your account connected, ask Atomic Agent to work with Codacy in natural language. You can connect more apps through the same Composio integration as you need them. Visit the [Atomic Agent website](https://atomicagent.io/?cta_placement=atomic-agent-site) or inspect the [Atomic Agent source code](https://github.com/AtomicBot-ai/atomic-agent?cta_placement=atomic-agent-repo). ## How to build Codacy MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/codacy/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/codacy/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/codacy/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/codacy/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/codacy/framework/codex) - [OpenClaw](https://composio.dev/toolkits/codacy/framework/openclaw) - [Hermes](https://composio.dev/toolkits/codacy/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/codacy/framework/google-adk) - [LangChain](https://composio.dev/toolkits/codacy/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/codacy/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/codacy/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/codacy/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/codacy/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/codacy/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/codacy/framework/autogen) ## Related Toolkits - [Supabase](https://composio.dev/toolkits/supabase) - Supabase is an open-source backend platform offering scalable Postgres databases, authentication, storage, and real-time APIs. It lets developers build modern apps without managing infrastructure. - [Codeinterpreter](https://composio.dev/toolkits/codeinterpreter) - Codeinterpreter is a Python-based coding environment with built-in data analysis and visualization. It lets you instantly run scripts, plot results, and prototype solutions inside supported platforms. - [GitHub](https://composio.dev/toolkits/github) - GitHub is a code hosting platform for version control and collaborative software development. It streamlines project management, code review, and team workflows in one place. - [1password](https://composio.dev/toolkits/_1password) - 1Password is a password manager and digital vault for storing logins, secrets, notes, and secure documents. It helps individuals and teams protect credentials, share access safely, and reduce password risk. - [Ably](https://composio.dev/toolkits/ably) - Ably is a real-time messaging platform for live chat and data sync in modern apps. It offers global scale and rock-solid reliability for seamless, instant experiences. - [Abuselpdb](https://composio.dev/toolkits/abuselpdb) - Abuselpdb is a central database for reporting and checking IPs linked to malicious online activity. Use it to quickly identify and report suspicious or abusive IP addresses. - [Alchemy](https://composio.dev/toolkits/alchemy) - Alchemy is a blockchain development platform offering APIs and tools for Ethereum apps. It simplifies building and scaling Web3 projects with robust infrastructure. - [Algolia](https://composio.dev/toolkits/algolia) - Algolia is a hosted search API that powers lightning-fast, relevant search experiences for web and mobile apps. It helps developers deliver instant, typo-tolerant, and scalable search without complex infrastructure. - [Anchor browser](https://composio.dev/toolkits/anchor_browser) - Anchor browser is a developer platform for AI-powered web automation. It transforms complex browser actions into easy API endpoints for streamlined web interaction. - [Apiflash](https://composio.dev/toolkits/apiflash) - Apiflash is a website screenshot API for programmatically capturing web pages. It delivers high-quality screenshots on demand for automation, monitoring, or reporting. - [Apiverve](https://composio.dev/toolkits/apiverve) - Apiverve delivers a suite of powerful APIs that simplify integration for developers. It's designed for reliability and scalability so you can build faster, smarter applications without the integration headache. - [Appcircle](https://composio.dev/toolkits/appcircle) - Appcircle is an enterprise-grade mobile CI/CD platform for building, testing, and publishing mobile apps. It streamlines mobile DevOps so teams ship faster and with more confidence. - [Appdrag](https://composio.dev/toolkits/appdrag) - Appdrag is a cloud platform for building websites, APIs, and databases with drag-and-drop tools and code editing. It accelerates development and iteration by combining hosting, database management, and low-code features in one place. - [Appveyor](https://composio.dev/toolkits/appveyor) - AppVeyor is a cloud-based continuous integration service for building, testing, and deploying applications. It helps developers automate and streamline their software delivery pipelines. - [Authyo](https://composio.dev/toolkits/authyo) - Authyo is a REST API service for passwordless authentication, OTP verification, session management, and transactional notifications. Use it to add secure login flows and user verification without building auth infrastructure from scratch. - [AWS Marketplace MCP](https://composio.dev/toolkits/aws_marketplace_mcp) - AWS Marketplace MCP provides MCP access to AWS Marketplace's cloud software, data, and services catalog. Use it to discover, compare, and evaluate 30K+ AWS Marketplace listings faster. - [Azure Monitor Activity Log](https://composio.dev/toolkits/azure_monitor_activity_log) - Azure Monitor Activity Log is Azure's service that records management and control-plane events for a subscription. Use it to audit changes, troubleshoot issues, and track resource operations across your Azure resources. - [Backendless](https://composio.dev/toolkits/backendless) - Backendless is a backend-as-a-service platform for mobile and web apps, offering database, file storage, user authentication, and APIs. It helps developers ship scalable applications faster without managing server infrastructure. - [Baserow](https://composio.dev/toolkits/baserow) - Baserow is an open-source no-code database platform for building collaborative data apps. It makes it easy for teams to organize data and automate workflows without writing code. - [Bench](https://composio.dev/toolkits/bench) - Bench is a benchmarking tool for automated performance measurement and analysis. It helps you quickly evaluate, compare, and track your systems or workflows. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Codacy MCP? With a standalone Codacy MCP server, the agents and LLMs can only access a fixed set of Codacy tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Codacy and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with Atomic Agent? Yes, you can. Atomic Agent fully supports MCP integration. You get structured tool calling, message history handling, and model orchestration while Tool Router takes care of discovering and serving the right Codacy tools. ### Can I manage the permissions and scopes for Codacy while using Tool Router? Yes, absolutely. You can configure which Codacy scopes and actions are allowed when connecting your account to Composio. You can also bring your own OAuth credentials or API configuration so you keep full control over what the agent can do. ### How safe is my data with Composio Tool Router? All sensitive data such as tokens, keys, and configuration is fully encrypted at rest and in transit. Composio is SOC 2 Type 2 compliant and follows strict security practices so your Codacy data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) ยท [Composio docs](https://docs.composio.dev/llms.txt)