# PlantNET MCP for AI Agents AI Agent Connect > PlantNET MCP lets you identify plant species, detect diseases, and browse taxonomic data using the Pl@ntNet AI engine. It turns your AI client into a botanical expert that can analyze images of leaves, flowers, and crops to provide precise identification and health reports. ## Overview - **Category:** image-video - **Price:** Free - **Endpoint:** https://edge.vinkius.com/vk_preview_y6EPHMFMh9eRVxY5a80P1eo2MrkUrSBCoN4ezuvw/ai-agent-connect - **Tags:** plant-identification, botany, crop-monitoring, biodiversity, disease-detection ## Description You can turn your AI agent into a field expert for botany and agriculture by connecting it to the Pl@ntNet engine. Instead of manually searching through databases or squinting at leaves to figure out what's wrong, you just give your agent an image URL or a description. It handles the heavy lifting of cross-referencing global taxonomic data to tell you exactly what species you're looking at, whether it's a common garden flower or a specific crop variety. If you're dealing with a sick plant, it spots the pests and diseases for you. You can even use it to explore specific regional projects or look up historical observations in DarwinCore plots. This Connector is one of the many tools you can manage through the Vinkius catalog to keep your specialized workflows organized. It's built for anyone who needs accurate botanical data without the friction of manual research. ## Tools ### list_diseases See which plant diseases the engine can currently identify. This helps you understand the scope of health checks available. ### list_species Get a list of species within a specific project or globally. Use this to browse available flora in a region. ### list_varieties See all identifiable cultivated plant varieties. This helps you understand the variety of crops the engine recognizes. ### search_observations Look up DarwinCore plant observations. This connects you to a wider database of recorded plant sightings. ### search_plots Search for DarwinCore plots. Use this to find specific geographic areas of botanical interest. ### survey_tiles Identify multiple species in a single high-resolution image. This is a beta tool for analyzing larger areas like drone shots. ### get_quota Check your remaining API balance at any time. It's useful for keeping an eye on your usage limits. ### align_species_name Match a specific species name to a project's taxonomy. This ensures your data stays consistent with official records. ### estimate_survey_cost Get a price estimate for multi-species identification on high-res images. Use this to plan your project budget before starting. ### get_daily_quota See how much of your daily API limit you've used. It helps you manage your workflow across different tasks. ### list_languages Get a list of all supported language codes for the platform. Use this to confirm which languages your agent can handle. ### list_projects Browse the different taxonomic referentials available. This lets you see which regional projects the engine supports. ### get_quota_history View your past API usage history for contractual accounts. It's great for auditing your long-term consumption. ### get_status Check if the Pl@ntNet API is currently online and healthy. Use this to troubleshoot connection issues quickly. ### identify_disease Send an image to detect specific pests or diseases. This gives you a clear picture of what's hurting your plants. ### identify_species Identify a plant species from an image URL. You can target a specific project or search globally. ### identify_variety Spot specific cultivated varieties from your photos. This is perfect for distinguishing between different crop types. ## Prompt Examples **Prompt:** ``` I'm seeing some spots on my tomato leaves. Can you check this photo: https://example.com/tomatoes.jpg? ``` **Response:** ``` I've analyzed the image. There's a high probability of **early blight**. You should look for brown lesions on the lower leaves and consider removing the most affected plants to stop the spread. ``` **Prompt:** ``` What kind of flower is this? https://example.com/garden.jpg ``` **Response:** ``` Based on the shape of the petals and the center, this is a ***Rosa canina***, commonly known as a **Dog Rose**. It's a hardy shrub that's quite common in many regions. ``` **Prompt:** ``` Can you list some species from the k-world-flora project? ``` **Response:** ``` Here are some species from that project: * *Abies alba* * *Abies balsamea* * *Abies concolor* Would you like me to find more or look for a specific one? ``` ## Capabilities ### Identify plant species Provide an image URL of a leaf, flower, or fruit to get a specific species name. ### Detect plant diseases Analyze photos of sick plants to find specific pests and diseases. ### Recognize cultivated varieties Identify specific types of crops and cultivated plant varieties from images. ### Browse taxonomic projects Explore regional botanical projects and official taxonomic referentials. ### Estimate survey costs Get a price estimate for multi-species identification on high-resolution imagery. ### Search DarwinCore data Look up plant observations and geographic plots in the DarwinCore database. ## Use Cases ### Sick Crop Diagnosis A farmer notices yellowing on their wheat and asks their agent to check the leaf photo. The agent uses identify_disease to flag wheat stem rust. ### Field Research A botanist needs to verify a new find in a specific region. They ask the agent to list_species for a local project to see if it's already recorded. ### Garden Identification A hobbyist uploads a photo of a mystery flower. The agent uses identify_species to tell them it's a Dog Rose. ### Variety Verification A commercial grower wants to confirm a specific tomato variety. They use identify_variety to check a photo of the fruit. ## Benefits - Get instant identification of leaves, flowers, and bark using identify_species to skip manual database searches. - Spot crop pests and diseases early with identify_disease to protect your harvest from avoidable damage. - Access official taxonomic data through list_projects to ensure your research meets scientific standards. - Manage your budget and usage limits easily with get_quota and estimate_survey_cost for large projects. - Analyze large-scale imagery using survey_tiles to identify multiple species in a single high-res photo. - Cross-reference your findings with search_observations to see what others have recorded in the same area. ## How It Works The bottom line is you get instant botanical identification and health diagnostics through a natural conversation. 1. Subscribe to the Connector on Vinkius 2. Enter your Pl@ntNet API Key in the configuration 3. Ask your AI client to identify a plant or check a disease from a photo URL ## Frequently Asked Questions **Can the PlantNET MCP identify plants from photos?** Yes, it can identify species from images of leaves, flowers, fruit, and bark. Just provide the image URL to your agent. **How does PlantNET MCP help with farming?** It allows you to detect pests and diseases in your crops quickly. This helps you take action before a problem spreads to the rest of your field. **Can I use PlantNET MCP for research purposes?** Yes, it's great for botanists. You can browse regional projects and align species names with official taxonomies. **Does PlantNET MCP work for cultivated crops?** It's specifically designed to identify cultivated plant varieties and crops, making it useful for agriculture. **Can I check my usage limits with PlantNET MCP?** Yes, you can ask your agent to check your daily quota or view your history to make sure you stay within your plan limits. **Can PlantNET MCP identify multiple plants at once?** Yes, it has a beta feature for identifying multiple species in a single high-resolution image, which is great for drone shots. **How can I identify a plant from a photo URL?** Use the `identify_species` tool. Provide the image URL and specify the organ shown (e.g., 'flower', 'leaf'). You can set the project to 'all' for a global search. **Can the AI detect if my plant has a disease?** Yes! Use the `identify_disease` tool with an image of the affected plant. It will return potential diseases or pests (EPPO codes) identified by the engine. **How do I find which botanical projects are available for my location?** Use the `list_projects` tool. You can optionally provide latitude (`lat`) and longitude (`lon`) to filter projects relevant to your specific geographic area.