# Copernicus Data Space MCP for AI Agents AI Agent Connect > Copernicus Data Space MCP provides direct access to the EU's largest open Earth observation archive. It lets your AI agent find, inspect, and generate download links for satellite products like Sentinel-1, Sentinel-2, and Sentinel-3. You can filter by location, date, orbit, and specific attributes like cloud cover to get the exact data you need for geospatial analysis. This is the primary gateway for remote sensing and climate research. ## Overview - **Category:** the-unthinkable - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_8KeqJui1oe4e3OawMvA4UInpCjpNH0BZ6cknRqTx/ai-agent-connect - **Tags:** satellite-imagery, geospatial-analysis, earth-observation, environmental-data, remote-sensing, api-integration ## Description This Connector connects your AI client directly to the Copernicus Data Space Ecosystem, giving you a way to query massive amounts of satellite data without manual browsing. Instead of digging through complex web portals to find specific imagery, you can just ask your agent to find products for a specific region or date range. It handles the filtering through different collections, like radar or optical data, and lets you inspect metadata or get quicklook previews before you commit to a download. You'll be able to generate authenticated download URLs with time-limited tokens, making it easy to grab the raw data for your projects. Having this in your Vinkius catalog means you can move from a high-level research question to specific data points in a single conversation. It's built for people who need to move fast, whether you're looking for recent disaster imagery or long-term climate trends. This connection puts satellite data directly into your workflow. It's designed to help you see the world from above to make better decisions on the ground. Whether you are trying to identify changes in land use over a decade or need to find the most recent cloud-free images for an emergency response, this connection gives your agent the eyes it needs to see the planet. You can move from a broad query about environmental changes to a specific list of products with metadata, and then straight to a download link, all without leaving your AI client's chat interface. This connection removes the manual work of portal navigation and complex API calls. ## Tools ### list_product_nodes Shows the hierarchy of files within a product. Use this to understand the internal structure of a SAFE file. ### count_products Shows the number of products for a collection and date. This helps you gauge data volume before starting a search. ### get_product_download_url Generates a Bearer token and a download link. This allows you to retrieve the actual raw satellite data. ### get_product Retrieves metadata for a specific product by its UUID. Use this to check file sizes and sensing times. ### get_quicklook Shows a preview and the file structure of a product. This helps you see what's inside without a full download. ### list_attributes Lists the available filters for a collection. Use this to see what metadata like cloud cover is available. ### list_collections Lists all available satellite data sets. Use this to see which missions are currently in the archive. ### list_latest_products Shows the most recently published data. Use this to monitor new data arrivals or processing status. ### search_by_bbox Finds products within a specific geographic bounding box. This is the best way to search for data in a specific region. ### search_by_name Finds products using a name pattern. Use this to locate specific orbits or tiles like Sentinel-2 tiles. ### check_copernicus_status Verifies your credentials are working. Use this to confirm the connection is active. ### get_collection Provides details on specific collections like SENTINEL-2. Use this to learn what a specific data set contains. ### search_by_orbit_number Finds products from a specific orbit geometry. This is vital for repeat-pass analysis and interferometry. ### search_products Finds products by collection, date, and area. This is your primary tool for finding specific satellite imagery. ## Prompt Examples **Prompt:** ``` Find Sentinel-2 satellite images over Lisbon from the last week. ``` **Response:** ``` I've searched the Copernicus archive for SENTINEL-2 products over Lisbon from the last 7 days. **Results Found:** * **Product S2B_MSIL2A** (Acquired: Yesterday) * Cloud Cover: 12% * Status: Ready * **Product S2A_MSIL2A** (Acquired: 3 days ago) * Cloud Cover: 3% * Status: Ready Would you like the download link for the clearer scene from 3 days ago? ``` **Prompt:** ``` How many Sentinel-1 radar products are available for January 2026? ``` **Response:** ``` I've checked the archive for SENTINEL-1 products for January 2026. **Data Summary:** * **Total Products:** 42,738 * **Coverage:** Continuous (Radar imagery is unaffected by cloud cover or daylight). Would you like me to narrow this down to a specific geographic region for you? ``` **Prompt:** ``` What data collections are available in the Copernicus Data Space? ``` **Response:** ``` The Copernicus Data Space hosts a variety of collections for different needs: | Collection | Type | Best For | | :--- | :--- | :--- | | **SENTINEL-1** | Radar | Ice, land cover, and maritime monitoring | | **SENTINEL-2** | Optical | Land use, agriculture, and vegetation | | **SENTINEL-3** | Ocean/Land | Ocean color and land surface temperature | | **SENTINEL-5P** | Atmosphere | Tropospheric monitoring | | **SENTINEL-6** | Altimetry | Precise ocean altimetry | I can also pull data from Landsat, SMOS, and MERIS. Which one should we look into? ``` ## Capabilities ### Find products by geographic area Ask your agent to locate satellite imagery within a specific bounding box or polygon. ### Filter satellite data by specific attributes Narrow down results based on metadata like cloud cover, orbit direction, or processing level. ### Preview product contents without downloading Get a quicklook preview and a file list to see what's inside a product before you grab it. ### Generate secure download links Receive a time-limited Bearer token and a direct URL to download raw satellite data. ### Check data volume for specific queries See how many products match your search criteria before you execute a full search. ### Identify specific satellite orbits Search for products from exact orbit geometries for repeat-pass analysis and interferometry. ## Use Cases ### Disaster Damage Assessment A rescue coordinator asks their agent to find the most recent Sentinel-1 radar images of a flooded region. The agent uses search_by_bbox to find the data and get_quicklook to confirm it covers the right area. ### Precision Agriculture Mapping A farm manager needs cloud-free images for a specific field. They ask the agent to find Sentinel-2 products with low cloud cover using search_products and list_attributes. ### Climate Change Monitoring A researcher wants to see ocean color changes over 10 years. They ask the agent to list collections and then search_products for Sentinel-3 data over a specific date range. ### Urban Expansion Tracking An urban planner needs to compare land use. They ask the agent to find products from a specific orbit using search_by_orbit_number to ensure consistent geometry across different years. ## Benefits - Get specific satellite products quickly by using search_products to filter by date and area. - Avoid unnecessary downloads by using get_quicklook to see what is inside a product first. - Save time on data discovery by using list_attributes to see exactly what filters are available. - Manage large data requests more effectively by using count_products to see how many results exist. - Access specific repeat-pass data for change detection by using search_by_orbit_number. - Simplify your data acquisition by using get_product_download_url to get authenticated links. ## How It Works The bottom line is you get a direct pipeline to global satellite data through your AI interface. 1. Register at the Copernicus Data Space website and create an OAuth2 client. 2. Provide your client credentials to the Connector configuration. 3. Ask your AI client to find or download specific satellite products. ## Frequently Asked Questions **Can the Copernicus Data Space MCP find cloud-free images?** Yes, the Connector allows your agent to filter products by metadata attributes like cloud cover percentage. You can ask it to specifically find the clearest images for any given area. **How do I get download links for Sentinel-2 data?** Once your agent finds the products you want, it can automatically generate authenticated download URLs. These links are valid for about one hour, giving you a direct path to the raw data. **What types of satellite missions are available?** The Connector provides access to several major missions, including Sentinel-1, Sentinel-2, Sentinel-3, Sentinel-5P, Sentinel-6, and others like Landsat and SMOS. **Can I search for data in a specific city or region?** Absolutely. You can ask your agent to search using a bounding box or a specific geographic area. It will return all matching products for that location. **Does this Connector work for climate change research?** Yes, it's a primary tool for climate researchers. You can query long-term archives for carbon monitoring, ocean color, and land surface changes. **How do I verify my credentials are working?** You can simply ask your agent to check the connection status. It will verify your client credentials against the Copernicus Data Space API and let you know if you're good to go. **How do I get Copernicus OAuth2 credentials?** Register for free at dataspace.copernicus.eu, navigate to your User Settings dashboard, and create a new OAuth client. You'll receive a Client ID and Client Secret — enter them in the format client_id:client_secret. The entire process takes under 2 minutes. **What satellite data is available through this server?** You can access data from all Copernicus Sentinel missions: Sentinel-1 (SAR radar imagery), Sentinel-2 (high-resolution optical imagery at 10m), Sentinel-3 (ocean and land monitoring), Sentinel-5P (atmospheric composition), Sentinel-6 (sea level altimetry), plus complementary data from Landsat, SMOS, and MERIS missions. **Can I download satellite products through this server?** Yes. Use the get_product_download_url tool with a product UUID to generate a time-limited authenticated download URL. The URL and Bearer token are valid for approximately one hour. Products are typically in ESA SAFE format and can range from hundreds of megabytes to several gigabytes.