OpenFarm Agriculture MCP for AI. Access crowdsourced plant data, from search results to growing guides.
Works with every AI agent you already use
…and any MCP-compatible client








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OpenFarm Agriculture connects your AI agent to a massive database of farming and gardening data. You can search for crops by name, get detailed technical specs (like optimal spacing or sun needs), list available growing guides, and pull specific instructions from a guide ID.
It's pure, crowdsourced plant knowledge.
What your AI can do
Get species details
Critical for precision agriculture and biodiversity assessments.
Get detailed taxonomic and growing data for a specific species
List species
Each species includes taxonomic classification, growth form, and habitat data. Use without a query to browse, or with a query to search.
Search for plant species, optionally filtered by name
Search crops
Looks up plants in the database using a common name to get their IDs and basic descriptions.
Find plants in the database by name to retrieve scientific IDs and basic descriptions.
Get detailed technical data—like sun needs, sowing methods, and spacing—for a specific crop ID.
Search the database for growing guides, filtering results by a particular crop name.
Fetch detailed, step-by-step care and planting instructions using an exact guide ID.
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OpenFarm Agriculture MCP Server: 4 Tools for Botany & Gardening
Use these four tools to systematically search, identify, and pull structured agricultural data on crops and growing techniques from the OpenFarm database.
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Add this MCP to Claude, Cursor, or Windsurf and your AI stops guessing. It gets real tools to look things up, take action, and handle the stuff you keep doing by hand.
Start using OpenFarm Agriculture on VinkiusGet Species Details
Critical for precision agriculture and biodiversity assessments. Get detailed taxonomic and growing data for a specific species
List Species
Each species includes taxonomic classification, growth form, and habitat data. Use...
Search Crops
Looks up plants in the database using a common name to get their IDs and basic...
Get Crop Details
Retrieves technical data, including sun requirements and sowing methods, using a...
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Works with Claude, ChatGPT, Cursor, and more
The Model Context Protocol standardizes how applications expose capabilities to LLMs. Instead of operating in isolation, your AI gains direct access to external platforms, live data, and real-world actions through secure, standardized connections.
This connection provides 4 powerful capabilities that interface natively with Claude, ChatGPT, Cursor, and other compatible AI platforms. No middleware. No custom integration required.
Finding reliable growing instructions shouldn't feel like a deep dive into Wikipedia.
Right now, planning a garden involves jumping between government extension sites, forum threads, and PDF manuals. You copy-paste requirements for spacing from one site, then cross-reference sun needs on another. It’s slow, error-prone, and you lose context in the shuffle.
With this server, your agent handles the data aggregation. Instead of pasting links, you ask: 'What are the optimal specs for a bush tomato?' You get structured data—the spacing, the sowing depth, the sun needs—all pulled directly from `get_crop_details` into one clean output.
OpenFarm Agriculture MCP Server: Pulling guide details with `get_guide_details`
Before, to know how to grow something, you found a PDF. You had to manually read through sections labeled 'Planting,' 'Care Cycle,' and 'Harvest.' Everything was siloed, requiring multiple manual reviews.
Now, you ask your agent for the guide instructions using `get_guide_details`. It pulls the entire process—from prep work to harvest cycle—into one continuous text block. You just read it.
What your AI can actually do with this
OpenFarm Agriculture connects your AI agent directly to a massive, open-source database covering thousands of plant species and gardening techniques. You get pure, crowdsourced knowledge that lets you skip the guesswork when planning a garden or running an agricultural project.
Need to know about a specific crop? Start by using search_crops to look up any plant by its common name. This function pulls back enough info—like scientific IDs and basic descriptions—so your agent knows exactly what it's working with. Once you have that ID, you can run get_crop_details. This tool retrieves the deep technical specs for a specific crop, giving you hard data like optimal sun requirements, ideal sowing methods, and recommended spacing measurements.
It’s pure mechanical info, perfect for planning layout or understanding environmental needs.
If you're trying to find out how to grow something, list_growing_guides is your go-to. You can search the entire database for available growth guides, even narrowing that search down by a specific crop name to cut through the noise. When you pinpoint the right guide, use get_guide_details. This function pulls in the complete, step-by-step care instructions—the whole deal.
It gives you detailed planting and maintenance advice using an exact guide ID. You'll get everything from initial soil prep to harvest tips.
This server isn't proprietary; it’s a giant knowledge pool built by gardeners everywhere. Your AI client uses these tools to give you the actionable data points you need: first, search_crops gives you the basic IDs and names for any plant you wanna track. Next, if you want hard science on that crop—like how much sun it needs or what spacing works best—you run get_crop_details.
Then, to find out how to actually grow it, you use list_growing_guides, which lets you scope the search down by a specific plant name. Finally, once you've got the right guide listed, get_guide_details pulls every single step into one place: planting instructions, care routines, and what to do when things go sideways.
You don't need guesswork; you just use these tools.
019d8467-0675-7028-b2be-cb71d77d1e26 Here's how it actually works
The bottom line is you treat it like a tiered lookup: search general data first, then drill down into specifics using IDs for precision.
Start by calling search_crops with the common name of a plant (e.g., 'tomato').
Use the returned crop ID to call get_crop_details for technical specs, or use the results to list guides via list_growing_guides.
Finally, pass a specific guide ID to get_guide_details to get the full set of instructions.
Who is this actually for?
This server is for anyone who deals with plant life—from hobbyists to professional researchers. If your job involves figuring out 'how and where' something grows best, you need this. It solves the problem of having scattered knowledge across forums and PDFs.
Needs quick tips on care or optimal planting times for a specific plant without wading through academic papers.
Requires technical data (spacing, sun needs) to plan intensive crop layouts and predict yield constraints.
Needs access to the vast, crowdsourced database of plant species for comparative analysis or discovery.
What Changes When You Connect
Stop guessing on planting conditions. Use get_crop_details to instantly pull technical specs like optimal spacing and required sun hours for any crop ID.
Build complex plans faster. You can run a sequence: search_crops -> list_growing_guides -> get_guide_details, all in one chat session.
Cut through the noise of forum advice. The data you get back from OpenFarm is structured, sourced, and reliable for serious farming or gardening projects.
No more manual lookups. When planning a garden, your agent handles the lookup process: finding the crop ID first, then pulling all necessary instructions.
Handles diverse needs. Whether you're checking basic care tips (search_crops) or running an intensive research query (get_crop_details), this server covers it.
See it in action
Planning a New Garden Bed
A user needs to plant tomatoes and peppers. They first call search_crops for both names. Then, they use the resulting IDs in get_crop_details to compare sun requirements and optimal spacing side-by-side before buying seeds.
Troubleshooting a Specific Plant
A gardener has an issue with zucchini growth. Instead of searching forums, they call search_crops for 'zucchini', get the ID, and then use that ID to run get_guide_details. The agent pulls the exact step-by-step instructions needed.
Creating a Plant Database Schema
A researcher needs a list of all possible guides for beans. They call list_growing_guides and filter by 'bean'. This returns guide IDs, which the agent can then pass to get_guide_details to structure a full database dump.
Comparing Cultivation Methods
A user wants to compare growing methods for two different crops. They use search_crops on both, get the IDs, and then run get_crop_details multiple times to gather all comparative technical data points.
The honest tradeoffs
Treating OpenFarm like a general search engine
Asking 'How do I grow tomatoes?' and expecting the agent to magically know which guide ID or crop ID to use. The server needs structured input.
First, run search_crops for 'tomato' to get the proper ID. Then, pass that specific ID to get_crop_details or list_growing_guides so the agent knows exactly which data set to pull.
Skipping guide listing
Jumping straight to a guide without knowing if it exists. The user asks for 'The perfect guide' and gets an error because they didn't check first.
Always start with list_growing_guides to confirm the guide is available, optionally filtering by crop name first.
Over-relying on descriptions
Reading a basic description from search_crops and thinking it contains spacing requirements. The search tool only gives names and basic text.
For technical specs (spacing, sun), you must use the dedicated get_crop_details tool with the specific crop ID.
When It Fits, When It Doesn't
Use this server if your workflow requires structured, verifiable data about plants. If you need to compare spacing requirements across multiple crops, it's perfect—just run a sequence of search_crops followed by several calls to get_crop_details. Don't use it if you just want general advice or anecdotes (like 'my friend said'). For that, use a general chat model. If your goal is only to find the name of a plant and nothing else, search_crops works fine. But if you need actionable data—the kind you actually put into a spreadsheet—you'll need the ID-based tools: get_crop_details, list_growing_guides, or get_guide_details. Never skip getting the crop ID first; it’s key.
Questions you might have
How do I start with OpenFarm Agriculture and find a plant ID? +
Start by calling search_crops with the common name of the plant (e.g., 'corn'). The output will provide the necessary scientific name and, more importantly, the unique ID you need for other tools.
Do I need an API key to use get_crop_details? +
No. This server is designed for public data access, so you don't need to manage any API keys or credentials when calling get_crop_details.
What if I want a guide for a crop but don't know the ID? +
First, use list_growing_guides. You can filter this search by the crop name to narrow down available guides before attempting to retrieve details.
Can I compare multiple crops using OpenFarm Agriculture MCP Server? +
Yes. Use search_crops for all your plants, gather their IDs, and then run get_crop_details sequentially for each one to build a comparison matrix.
What happens if I use get_crop_details with an invalid or deprecated ID? +
The tool returns a specific error code and null data. You'll need to verify the crop ID against our documentation or try using the search_crops function first. This ensures you have the most current, active identifier for the plant.
How can I narrow down results when I use list_growing_guides? +
You filter guides by passing a crop ID as an optional parameter to the tool call. Instead of seeing every guide in the database, you get instructions specific to the plant you're interested in.
Are there rate limits when I run many searches with search_crops? +
Yes, there are usage quotas designed to prevent overloading the system. If you submit too many requests in a short time, your agent will receive an appropriate rate-limit error. We recommend pacing multiple calls.
Does OpenFarm Agriculture cover ornamental plants or just edible crops? +
The database includes both ornamental and edible species data. When you run search_crops, the results provide scientific names and general care instructions regardless of whether the plant is for cooking or purely decorative.
Is an API Key required for OpenFarm? +
No, this integration accesses the public OpenFarm API which does not require authentication for reading crop and guide data.
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