# How to integrate Yandex MCP with Atomic Agent ```json { "title": "How to integrate Yandex MCP with Atomic Agent", "toolkit": "Yandex", "toolkit_slug": "yandex", "framework": "Atomic Agent", "framework_slug": "atomic-agent", "url": "https://composio.dev/toolkits/yandex/framework/atomic-agent", "markdown_url": "https://composio.dev/toolkits/yandex/framework/atomic-agent.md", "updated_at": "2026-08-11T13:16:23.695Z" } ``` ## 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 Yandex. 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 Yandex account. See the [Atomic Agent documentation](https://atomicagent.io/docs/?cta_placement=atomic-agent-docs) for installation instructions. ## Also integrate Yandex with - [OpenAI Agents SDK](https://composio.dev/toolkits/yandex/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/yandex/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/yandex/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/yandex/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/yandex/framework/codex) - [OpenClaw](https://composio.dev/toolkits/yandex/framework/openclaw) - [Hermes](https://composio.dev/toolkits/yandex/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/yandex/framework/google-adk) - [LangChain](https://composio.dev/toolkits/yandex/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/yandex/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/yandex/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/yandex/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/yandex/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/yandex/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/yandex/framework/autogen) ## TL;DR ### How Atomic Agent connects to Yandex 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 Yandex to Atomic Agent ### Connect Yandex 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 Yandex. It searches Composio for the right tool. - On first use, open the sign-in link returned in the chat. Connect your Yandex 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 Yandex MCP server, and what's possible with it? The Yandex MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Yandex account. It provides structured and secure access to Yandex search, maps, and business information, so your agent can perform actions like business lookup, reverse geocoding, detailed route planning, and retrieving map tiles on your behalf. - Business and organization search: Instantly find businesses or organizations by name, address, or tax ID—perfect for regional lookups and company discovery. - Reverse geocoding for precise locations: Translate latitude and longitude into street addresses or place names using Yandex Maps, making it easy to identify places from coordinates. - Detailed route generation: Let your agent plan step-by-step driving, walking, or public transportation routes between two points, complete with directions and travel options. - Custom map tile retrieval: Fetch specific map tile images by their coordinates and zoom level, enabling custom visualizations or interactive map experiences. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `YANDEX_GEOCODER_REVERSE` | Reverse Geocode Coordinates | Tool to convert geographic coordinates to a human-readable address (reverse geocoding). Returns address information including street, city, country, and other location details. Use this when you have latitude/longitude coordinates and need to find the corresponding address. | | `YANDEX_GET_ACCOUNT_EXPERIMENTS` | Get Account Experiments | Tool to retrieve Yandex Music account experimental features and A/B testing flags. Use when you need to check which experimental features are enabled for an account. | | `YANDEX_GET_ACCOUNT_STATUS` | Get Account Status | Tool to retrieve Yandex Music account status and permissions. Use when you need to check account availability, region, subscription status, and granted permissions. | | `YANDEX_GET_GENRES` | Get Music Genres | Tool to retrieve the list of music genres from Yandex Music. Use when you need to get available music genres for browsing or categorization. | | `YANDEX_GET_PERMISSION_ALERTS` | Get Permission Alerts | Tool to retrieve permission alerts and notifications from Yandex Music API. Use this to check for system notifications about subscription status, permissions, or other user alerts. | | `YANDEX_GET_PLAYLISTS_IDS_BY_TAG` | Get Playlists by Tag | Tool to retrieve playlist IDs associated with a specific tag. Use when you need to find playlists categorized under a tag like 'rock', 'pop', or 'jazz'. | | `YANDEX_GET_PUBLIC_RESOURCE` | Get Public Resource Metadata | Tool to retrieve metadata for a public file or folder on Yandex Disk. Use when you need to get information about publicly shared resources including their properties, nested items, and download URLs. | | `YANDEX_GET_PUBLIC_RESOURCE_DOWNLOAD_LINK` | Get Public Resource Download Link | Tool to get a direct download link for a publicly shared Yandex Disk resource. Use when you need to download a file or folder that has been shared publicly. | | `YANDEX_GET_ROTOR_ACCOUNT_STATUS` | Get Rotor Account Status | Tool to retrieve authenticated user's rotor account status with supplementary fields. Use to check user subscription status, permissions, and radio-specific settings like skips_per_hour. | | `YANDEX_GET_ROTOR_STATIONS_DASHBOARD` | Get Rotor Stations Dashboard | Tool to retrieve recommended radio stations for the current user. Use when you need to get the user's personalized station dashboard. | | `YANDEX_GET_SETTINGS` | Get Yandex Music Settings | Tool to retrieve Yandex Music settings including available purchase products and payment configuration. Use when you need to check available subscription options, pricing, or payment methods. | | `YANDEX_GET_STATIONS_LIST` | Get Yandex Music Stations List | Tool to retrieve all radio stations with user settings from Yandex Music. Use when you need to get the list of available radio stations and their configurations. | | `YANDEX_GET_TRACK_DOWNLOAD_INFO` | Get Track Download Info | Tool to retrieve available download options for a Yandex Music track. Returns a list of download variants with different codecs (MP3/AAC) and bitrates. Use this when you need to get download links for a specific track ID. | | `YANDEX_LIST_FILTERS` | List Filters | Tool to retrieve all filters configured for a Yandex Metrica counter. Use when you need to view existing filters for data filtering or analysis. | | `YANDEX_LIST_GOALS` | List Goals | Tool to retrieve all goals configured for a Yandex Metrica counter. Use when you need to list or inspect goals for analytics tracking. | | `YANDEX_LIST_GRANTS` | List Counter Grants | Tool to retrieve the list of permissions (grants) for a Yandex Metrica counter. Use when you need to check who has access to view or manage a counter and their permission levels. | | `YANDEX_LIST_LOG_REQUESTS` | List Log Requests | Tool to retrieve a list of log requests for a Yandex Metrica counter. Use when you need to view all log requests associated with a specific counter ID. | | `YANDEX_LIST_STORAGE_BUCKETS` | List Storage Buckets | Tool to list all Yandex Object Storage buckets owned by the authenticated user. Use when you need to retrieve a list of available S3-compatible storage buckets. | | `YANDEX_ORGANIZATION_SEARCH` | Organization Search | Tool to find businesses and organizations by name, address, or TIN. Use when you need to search for companies in a specific region or text query. | | `YANDEX_YANDEX_ROUTE` | Generate detailed route | Tool to generate detailed route for driving, walking, or public transport. Use when planning a route between specified geographic points. | | `YANDEX_YANDEX_TILES` | Yandex Tiles API | Tool to fetch individual map tile images by x/y coordinates and zoom level. Use after calculating tile indices for custom map rendering. | ## 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 Yandex from Atomic Agent With your account connected, ask Atomic Agent to work with Yandex 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 Yandex MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/yandex/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/yandex/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/yandex/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/yandex/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/yandex/framework/codex) - [OpenClaw](https://composio.dev/toolkits/yandex/framework/openclaw) - [Hermes](https://composio.dev/toolkits/yandex/framework/hermes-agent) - [Google ADK](https://composio.dev/toolkits/yandex/framework/google-adk) - [LangChain](https://composio.dev/toolkits/yandex/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/yandex/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/yandex/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/yandex/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/yandex/framework/crew-ai) - [Pydantic AI](https://composio.dev/toolkits/yandex/framework/pydantic-ai) - [AutoGen](https://composio.dev/toolkits/yandex/framework/autogen) ## Related Toolkits - [Excel](https://composio.dev/toolkits/excel) - Microsoft Excel is a robust spreadsheet application for organizing, analyzing, and visualizing data. It's the go-to tool for calculations, reporting, and flexible data management. - [21risk](https://composio.dev/toolkits/_21risk) - 21RISK is a web app built for easy checklist, audit, and compliance management. It streamlines risk processes so teams can focus on what matters. - [Abstract](https://composio.dev/toolkits/abstract) - Abstract provides a suite of APIs for automating data validation and enrichment tasks. It helps developers streamline workflows and ensure data quality with minimal effort. - [AccuWeather](https://composio.dev/toolkits/accu_weather) - AccuWeather is a global weather service providing current conditions, forecasts, MinuteCast precipitation, alerts, and lightning data. Use it for fast, localized forecasts and real-time weather alerts. - [Adafruit IO](https://composio.dev/toolkits/adafruit_io) - Adafruit IO is Adafruit's cloud platform for connected device and IoT project data. 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Get precise environmental insights to power smarter decisions in your apps and workflows. - [Ambient weather](https://composio.dev/toolkits/ambient_weather) - Ambient Weather is a platform for personal weather stations with a robust API for accessing local, real-time, and historical weather data. Get detailed environmental insights directly from your own sensors for smarter apps and automations. - [Anonyflow](https://composio.dev/toolkits/anonyflow) - Anonyflow is a service for encryption-based data anonymization and secure data sharing. It helps organizations meet GDPR, CCPA, and HIPAA data privacy compliance requirements. - [ApexVerify](https://composio.dev/toolkits/apexverify) - ApexVerify is a contact-data validation service for emails and phone numbers. 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Developers use it to access fresh, low-latency SERP data on demand. - [Beach Day API](https://composio.dev/toolkits/beach_day_api) - Beach Day API is a beach intelligence service for search, conditions, scores, rules, amenities, tides, and country coverage. Use it to power trip planning, surf reports, safety checks, and location-aware beach discovery. - [Beaconchain](https://composio.dev/toolkits/beaconchain) - Beaconchain is a real-time analytics platform for Ethereum 2.0's Beacon Chain. It provides detailed insights into validators, blocks, and overall network performance. - [Big data cloud](https://composio.dev/toolkits/big_data_cloud) - BigDataCloud provides APIs for geolocation, reverse geocoding, and address validation. Instantly access reliable location intelligence to enhance your applications and workflows. - [Bigpicture io](https://composio.dev/toolkits/bigpicture_io) - BigPicture.io offers APIs for accessing detailed company and profile data. Instantly enrich your applications with up-to-date insights on 20M+ businesses. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Yandex MCP? With a standalone Yandex MCP server, the agents and LLMs can only access a fixed set of Yandex tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Yandex 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 Yandex tools. ### Can I manage the permissions and scopes for Yandex while using Tool Router? Yes, absolutely. You can configure which Yandex 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 Yandex data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)