# How to integrate Ambee MCP with OpenClaw ```json { "title": "How to integrate Ambee MCP with OpenClaw", "toolkit": "Ambee", "toolkit_slug": "ambee", "framework": "OpenClaw", "framework_slug": "openclaw", "url": "https://composio.dev/toolkits/ambee/framework/openclaw", "markdown_url": "https://composio.dev/toolkits/ambee/framework/openclaw.md", "updated_at": "2026-05-12T10:01:03.541Z" } ``` ## Introduction OpenClaw is the fastest growing agent harness out there, which can work 24/7 to automate almost any kind of tasks. However, its capabilities are limited to the tools it has access to. Composio allows your OpenClaw to access Ambee with authentication management handled for you. You can execute actions on Ambee via your favorite OpenClaw interface (Telegram, WhatsApp, TUI, etc), whichever you prefer. ## Also integrate Ambee with - [OpenAI Agents SDK](https://composio.dev/toolkits/ambee/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ambee/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ambee/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ambee/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/ambee/framework/codex) - [Hermes](https://composio.dev/toolkits/ambee/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ambee/framework/cli) - [Google ADK](https://composio.dev/toolkits/ambee/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ambee/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ambee/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/ambee/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/ambee/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ambee/framework/crew-ai) ## TL;DR ### Why use Composio? Apart from a managed and hosted MCP server, you will get: - Programmatic tool calling allows LLMs to write its code in a remote workbench to handle complex tool chaining. Reduces to-and-fro with LLMs for frequent tool calling. - Handling Large tool responses out of LLM context to minimize context rot. - Dynamic just-in-time access to 20,000 tools across 1000+ other Apps for cross-app workflows. It loads the tools you need, so LLMs aren't overwhelmed by tools you don't need. ## Connect Ambee to OpenClaw ### How to install Ambee with OpenClaw ### Using Composio API Key and Setup Prompt - Go to [dashboard.composio.dev](https://dashboard.composio.dev/login?next=/~/org/connect/clients/openclaw&utm_source=toolkits&utm_medium=framework_template&utm_campaign=openclaw&utm_content=setup_prompt) - Copy the setup prompt - Run it in your OpenClaw chat interface. - Authenticate Ambee from the [dashboard](https://dashboard.composio.dev/login?next=/~/org/connect/clients/openclaw&utm_source=toolkits&utm_medium=framework_template&utm_campaign=openclaw&utm_content=authenticate) - Go back to your OpenClaw interface and start asking questions. ### Using OpenClaw/Composio Plugin 1. Install OpenClaw Composio plugin ```bash openclaw plugins install @composio/openclaw-plugin ``` ## What is the Ambee MCP server, and what's possible with it? The Ambee MCP server is an implementation of the Model Context Protocol that connects your AI agent and assistants like Claude, Cursor, etc directly to your Ambee account. It provides structured and secure access to hyperlocal environmental data, so your agent can perform actions like retrieving real-time air quality, fetching pollen and weather updates, forecasting wildfire risk, and monitoring natural disasters on your behalf. - Hyperlocal air quality monitoring: Instantly get real-time air quality data for any city, postal code, or precise geographic coordinates to stay informed about pollution and AQI levels in your area. - Air quality forecasting: Ask your agent to predict air quality trends up to 48 hours in advance for specific locations, helping you plan outdoor activities with health in mind. - Wildfire risk assessment: Access weekly wildfire risk forecasts for targeted places, so you can stay aware of environmental hazards before they happen. - Disaster and incident tracking: Retrieve the latest natural disaster data by continent, keeping you updated about major environmental events worldwide. - Geocoding and location resolution: Effortlessly transform city names or addresses into latitude and longitude coordinates, making location-based queries accurate and seamless for your agent. ## Supported Tools | Tool slug | Name | Description | |---|---|---| | `AMBEE_GEOCODE_BY_PLACE` | Geocode by Place | Tool to transform a place name or address into geographic coordinates. Use after confirming the location name to get precise latitude and longitude. | | `AMBEE_AMBEE_GET_AIR_QUALITY_BY_CITY` | Get Air Quality by City | Tool to retrieve real-time air quality data for a specific city. Use after obtaining a valid city name when current AQI and pollutant levels are needed. | | `AMBEE_GET_AIR_QUALITY_BY_COUNTRY_CODE` | Get Air Quality by Country Code | Tool to retrieve real-time air quality data for a specific country using a 3-letter ISO code. Use after acquiring the country code and when you want a national overview of air quality. | | `AMBEE_AMBEE_GET_AIR_QUALITY_BY_LAT_LNG` | Get Air Quality by Latitude and Longitude | Tool to retrieve real-time air quality data for a specific latitude and longitude. Use when you need hyper-local air quality readings for given coordinates. | | `AMBEE_GET_AIR_QUALITY_BY_POSTAL_CODE` | Get Air Quality by Postal Code | Retrieve real-time air quality data for a specific postal code and country. Returns comprehensive air quality metrics including pollutant concentrations (PM2.5, PM10, CO, NO2, O3, SO2), Air Quality Index (AQI) with category (Good/Moderate/Unhealthy), and location details. Data is updated hourly with 500-meter spatial resolution following US EPA standards. Use this when you need hyper-local air quality insights for a specific postal code. | | `AMBEE_AMBEE_GET_AIR_QUALITY_FORECAST_BY_LAT_LNG` | Get Air Quality Forecast by Latitude and Longitude | Tool to retrieve air quality forecast for a specific latitude and longitude. Use when you need predicted air quality data up to 48 hours in advance based on geographic coordinates. | | `AMBEE_GET_AIR_QUALITY_HISTORY_BY_LAT_LNG` | Get Air Quality History by Latitude and Longitude | Tool to retrieve historical air quality data for a specific latitude and longitude. Use when you need past air quality readings for given coordinates within the last 2 days. | | `AMBEE_GET_DISASTERS_BY_CONTINENT_LATEST` | Retrieve latest natural disasters by continent | Tool to retrieve latest natural disaster data for a specific continent. Use when you need up-to-date disaster information by continent code. | | `AMBEE_GET_DISASTERS_HISTORY` | Get historical natural disasters by date range | Tool to retrieve global historical natural disaster data with date range filtering. Use when you need to search disaster events from a specific starting date onwards. | | `AMBEE_GET_DISASTERS_HISTORY_BY_COUNTRY_CODE` | Get historical natural disasters by country code | Tool to retrieve historical natural disaster data for a country by ISO country code. Use when you need past disaster information for a specific country within a given date range. | | `AMBEE_GET_DISASTERS_HISTORY_BY_LAT_LNG` | Get historical natural disasters by coordinates | Tool to retrieve historical natural disaster data for a specific location by coordinates with date range. Use when you need historical disaster information for a geographic point within the past month. | | `AMBEE_GET_DISASTERS_LATEST_BY_COUNTRY_CODE` | Get latest disasters by country code | Tool to retrieve latest natural disaster data for a specific country using ISO country code. Use when you need up-to-date disaster information for a particular country. | | `AMBEE_GET_DISASTERS_LATEST_BY_LAT_LNG` | Get latest natural disasters by coordinates | Tool to retrieve latest natural disaster data (earthquakes, floods, droughts, volcanic eruptions) for a specific location using geographic coordinates. Use when you need up-to-date disaster information for a particular latitude and longitude. | | `AMBEE_GET_ELEVATION_BY_LAT_LNG` | Get Elevation by Latitude and Longitude | Tool to retrieve elevation statistics (min, max, mean) for a specific latitude and longitude. Use when you need geospatial elevation data for a location within North America. | | `AMBEE_GET_ELEVATION_BY_PLACE` | Get Elevation by Place | Retrieve elevation statistics (minimum, maximum, and mean) for a location by place name. Returns elevation data in meters above sea level. This endpoint has global coverage and is updated every 6 months. Use this when you have a place name (like "San Francisco, USA" or "Tokyo") and need detailed elevation information. | | `AMBEE_GET_FIRE_RISK_BY_LAT_LNG` | Get Fire Risk by Latitude and Longitude | Tool to retrieve fire risk forecast and Fire Weather Index (FWI) data for specific geographic coordinates. Use when you need weekly fire risk predictions for a location over the next four weeks based on latitude and longitude. | | `AMBEE_GET_ILI_FORECAST_BY_LAT_LNG` | Get ILI Forecast by Latitude and Longitude | Tool to retrieve up to 28-day forecast of Influenza-like Illness (ILI) risk using latitude and longitude. Use when you need daily ILI risk levels for a specific location, optionally including pollen and weather details. | | `AMBEE_GET_POLLEN_FORECAST_BY_PLACE` | Get Pollen Forecast by Place | Tool to retrieve 48-hour pollen forecast for a specific location by place name. Use when you need hourly pollen count predictions including grass, tree, and weed pollen levels with risk assessments. | | `AMBEE_GET_POLLEN_HISTORY_BY_PLACE` | Get Pollen History by Place | Tool to retrieve historical pollen data for a specific place name. Use after obtaining a valid place name and time range when historical pollen counts and risk levels are needed. | | `AMBEE_GET_POLLEN_LATEST_BY_LAT_LNG` | Get Latest Pollen Data by Latitude and Longitude | Tool to retrieve latest pollen data for a specific geographic location using latitude and longitude coordinates. Use when you need current pollen concentration levels and risk assessments for grass, tree, and weed pollen at a location. | | `AMBEE_GET_POLLEN_LATEST_BY_PLACE` | Get Latest Pollen by Place | Tool to retrieve latest pollen data for a specific place by name. Use when current pollen count and risk levels are needed for allergy awareness. | | `AMBEE_GET_WEATHER_FORECAST_BY_LAT_LNG` | Get Weather Forecast by Latitude and Longitude | Tool to retrieve weather forecast for a specific latitude and longitude (up to 72 hours). Use when you need predicted weather data based on geographic coordinates with customizable time intervals. | | `AMBEE_GET_WEATHER_LATEST_BY_LAT_LNG` | Get Current Weather by Latitude and Longitude | Tool to retrieve current weather data for a specific latitude and longitude, including temperature, pressure, humidity, and wind conditions. Use when you need real-time weather information for given coordinates. | | `AMBEE_GET_WILDFIRE_BY_LAT_LNG` | Get Wildfire Data by Latitude and Longitude | Retrieves real-time wildfire data for a specific geographic location using latitude and longitude coordinates. Returns nearby wildfire incidents including both detected fires (from satellite imagery) and reported fires (from official sources). Each record includes location, detection time, fire category, Fire Radiative Power (FRP), Fire Weather Index (FWI), and confidence level when available. Use this tool when you need to: - Monitor wildfire activity in a specific area - Get real-time fire detection data for coordinates - Check for fire hazards at a particular location - Filter fires by type (detected vs reported) The API returns fires within a radius of the specified coordinates. | | `AMBEE_GET_WILDFIRE_BY_PLACE` | Get Wildfire Data by Place | Retrieves real-time wildfire data for a specific location by place name. Returns wildfire incidents from the last 7 days including both satellite-detected fires and officially reported fires. Each record includes precise location coordinates, detection time, fire intensity metrics (FRP, FWI), fire category, and confidence level. Use this tool when you need to: - Check for active wildfires in a city, state, or country - Monitor fire activity in a specific geographic area - Get recent wildfire detection data without knowing exact coordinates - Filter fires by type (satellite-detected vs officially reported) The API searches within a geographic area around the place name provided. More specific locations (e.g., "San Francisco, CA") return more localized results than broad queries (e.g., "California"). | | `AMBEE_AMBEE_GET_WILDFIRE_RISK_FORECAST_BY_PLACE` | Get Wildfire Risk Forecast by Place | Tool to retrieve wildfire risk forecast for a specific place. Use when you need weekly wildfire risk predictions for a location over the next four weeks. | | `AMBEE_REVERSE_GEOCODE_BY_LAT_LNG` | Reverse Geocode by Latitude and Longitude | Tool to convert geographic coordinates into human-readable location data (address, place name, postal code). Use when you have latitude and longitude and need to get the corresponding address or location details. | ## Supported Triggers None listed. ## Creating MCP Server - Stand-alone vs Composio SDK The Ambee MCP server provides comprehensive access to Ambee operations through Composio. Once connected, you can perform all major Ambee actions directly from OpenClaw using natural language commands. ## Complete Code None listed. ## Conclusion ### Conclusion You've successfully integrated Ambee with OpenClaw using Composio plugin. Now interact with Ambee directly from your terminal, Web UI, or any messenger app using natural language commands. Key benefits of this setup: - Seamless integration across TUI, Web UIs, and Messenger apps like Telegram, WhatsApp, Slack, etc. - Natural language commands for Ambee operations - Managed authentication through Composio - Access to 20,000+ tools across 1000+ apps for cross-app workflows - Programmatic tool calling for complex tool chaining Next steps: - Try asking OpenClaw to perform various Ambee operations - Explore cross-app workflows by connecting more toolkits like Calendar, Slack, Notion, etc. - Build complex automation scripts that leverage OpenClaw's 24/7 running capabilities ## How to build Ambee MCP Agent with another framework - [OpenAI Agents SDK](https://composio.dev/toolkits/ambee/framework/open-ai-agents-sdk) - [Claude Agent SDK](https://composio.dev/toolkits/ambee/framework/claude-agents-sdk) - [Claude Code](https://composio.dev/toolkits/ambee/framework/claude-code) - [Claude Cowork](https://composio.dev/toolkits/ambee/framework/claude-cowork) - [Codex](https://composio.dev/toolkits/ambee/framework/codex) - [Hermes](https://composio.dev/toolkits/ambee/framework/hermes-agent) - [CLI](https://composio.dev/toolkits/ambee/framework/cli) - [Google ADK](https://composio.dev/toolkits/ambee/framework/google-adk) - [LangChain](https://composio.dev/toolkits/ambee/framework/langchain) - [Vercel AI SDK](https://composio.dev/toolkits/ambee/framework/ai-sdk) - [Mastra AI](https://composio.dev/toolkits/ambee/framework/mastra-ai) - [LlamaIndex](https://composio.dev/toolkits/ambee/framework/llama-index) - [CrewAI](https://composio.dev/toolkits/ambee/framework/crew-ai) ## 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. - [Addressfinder](https://composio.dev/toolkits/addressfinder) - Addressfinder is a data quality platform for verifying addresses, emails, and phone numbers. It helps you ensure accurate customer and contact data every time. - [Agentql](https://composio.dev/toolkits/agentql) - Agentql is a toolkit that connects AI agents to the web using a specialized query language. 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It helps organizations meet GDPR, CCPA, and HIPAA data privacy compliance requirements. - [Api ninjas](https://composio.dev/toolkits/api_ninjas) - Api ninjas offers 120+ public APIs spanning categories like weather, finance, sports, and more. Developers use it to supercharge apps with real-time data and actionable endpoints. - [Api sports](https://composio.dev/toolkits/api_sports) - Api sports is a comprehensive sports data platform covering 2,000+ competitions with live scores and 15+ years of stats. Instantly access up-to-date sports information for analysis, apps, or chatbots. - [Apify](https://composio.dev/toolkits/apify) - Apify is a cloud platform for building, deploying, and managing web scraping and automation tools called Actors. It lets you automate data extraction and workflow tasks at scale—no infrastructure headaches. - [Autom](https://composio.dev/toolkits/autom) - Autom is a lightning-fast search engine results data platform for Google, Bing, and Brave. 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It helps streamline how you gather, organize, and analyze responses. ## Frequently Asked Questions ### What are the differences in Tool Router MCP and Ambee MCP? With a standalone Ambee MCP server, the agents and LLMs can only access a fixed set of Ambee tools tied to that server. However, with the Composio Tool Router, agents can dynamically load tools from Ambee and many other apps based on the task at hand, all through a single MCP endpoint. ### Can I use Tool Router MCP with OpenClaw? Yes, you can. OpenClaw 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 Ambee tools. ### Can I manage the permissions and scopes for Ambee while using Tool Router? Yes, absolutely. You can configure which Ambee 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 Ambee data and credentials are handled as safely as possible. --- [See all toolkits](https://composio.dev/toolkits) · [Composio docs](https://docs.composio.dev/llms.txt)