Agro API MCP by usefulapi
Read satellite, NDVI, weather and soil data; create and delete fields in Agro API.
Description from the maker (original English)
A zero-LLM MCP server that replays recorded site maps instead of re-exploring browser routes.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"webnav": {
"command": "npx",
"args": [
"-y",
"@dikshanty94/webnav"
]
}
}
}Run this in your terminal
claude mcp add webnav -- npx -y @dikshanty94/webnavPaste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"webnav": {
"command": "npx",
"args": [
"-y",
"@dikshanty94/webnav"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"webnav": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@dikshanty94/webnav"
]
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
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These settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 8, 2026
The registry name was verified with the GitHub account lucyfuur94, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
The registry does not list a required key, though some servers ask you to sign in on first use.
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (0.2.0) reached the registry 4 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: Agro API MCP by usefulapi, FieldClimate MCP by usefulapi, Exely MCP by usefulapi
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Read satellite, NDVI, weather and soil data; create and delete fields in Agro API.
Read weather station data, sensors, farms, fields and crop zones in FieldClimate.
Read hotel bookings, rooms, cancellation rules and daily occupancy in Exely.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Stop your web-browsing AI agent from re-exploring the same sites every run. Your agent maps a website once — then travels it forever with webnav walk: deterministic, zero-LLM, page-to-page autopilot that pauses only at genuine forks (what to buy, an irreversible button) and hands the wheel back. It's a reusable site map, not page compression — most token-saving tools shrink what the agent *reads*; webnav remembers *where things are* so it stops re-finding the route. webnav is the map and the mechanics; the agent keeps all the judgment.
A real run against saucedemo's full checkout flow (map + credentials already recorded):
$ webnav walk --start www.saucedemo.com:login --goal www.saucedemo.com:checkout-overview
{ "status": "needs-navigation", "semanticStep": "open the shopping cart", "question": "before \"open the shopping cart\", fire these in-page affordances: aff_addcart", "snapshot": "…", "session": "walk-w-…", "browserSession": "w-…" }
$ webnav use click e54 --session w-… # add-to-cart — the agent's one judgment call $ webnav walk-resume walk-w-… --ref e124 # continue; e124 = the icon-only cart badge { "status": "done", "cost": { "playwright_calls": 12 } }
4 agent-visible CLI calls, login → inventory → cart → checkout form (auto-filled from locally-stored creds — never in the map) → overview. 12 browser actions underneath, zero agent tokens spent on navigation.
In our navigation benchmark (both arms on Haiku, the same browser underneath), on a deep multi-step route `walk` used ~3× fewer agent steps than an agent ad-hoc-driving the raw browser — median 6 calls vs 18 — and reached the goal more reliably (3/3 vs 2/3). Honest caveat, also in that file: the win shows up on *deep, reliably-walked* routes; on shallow 1–2-hop routes, or when the agent falls back to manual driving, the two tie. webnav helps most exactly where ad-hoc driving hurts most — the long, repeated journeys.
There's also a Chrome extension in webnav-extension/ — a docked side panel where you type a goal and watch the agent drive your active tab (read / click / type / scroll, via chrome.debugger/CDP), on your own Claude Code subscription. It recalls first (list_routes → check_route) so a site you've mapped is replayed, not re-explored — and every run is recorded back into the map, so the *next* time is the cheap deterministic walk.
walk (typed values never leave the browser).Try it (needs the local server for the zero-LLM navigation + recording):
cd webnav-extension && npm i && npm run build # emits the *.js next to *.ts
webnav dev agent-serve --port 7779 # prints a token — paste it into the panel
Then chrome://extensions → Developer mode → Load unpacked → pick webnav-extension/, open the panel (toolbar icon or ⌘/Ctrl-E), paste the token, and type a goal. Runs show up on the dashboard tagged Extension. Full walkthrough: webnav-extension/README.md.
Web agents re-discover the same websites every single day, paying the same token bill every time: snapshot → reason → click → snapshot. For sites you (or your agents) use repeatedly — internal tools, automation testing, back-office workflows — that navigation should be remembered, not re-reasoned. webnav stores the durable *intent* of each step, replays it deterministically, self-heals when the site drifts, and never auto-fires an irreversible action: commit points always pause for the agent (or you) to decide.
# Node 18, 20, or 22
npm install --global @playwright/cli@latest @dikshanty94/webnav@latest
webnav creds set www.saucedemo.com username=standard_user password=secret_sauce webnav walk --start www.saucedemo.com:login \ --goal www.saucedemo.com:checkout-complete --headless
webnav dev list # inspect the local map store
The seeded Saucedemo map is a working example. To map your own site, hand an agent the prompt in docs/LEARNING-A-SITE.md, record a session yourself, or use the Chrome extension below. For development, map packs, and contributing from source:
git clone https://github.com/lucyfuur94/webnav-core
cd webnav-core npm install && npm link # source checkout: runs current TypeScript via tsx webnav --help # the tool menu (a peer of playwright-cli) npm test # unit tests (+ gated browser e2e) npm run build # tsc -> dist/ (only for the published build; the CLI runs src directly)
Using it from an MCP client (Claude Desktop/Code, etc.) — webnav serves every verb as an MCP tool over stdio, so your agent gets walk/use/search/… natively, no shelling out. One line:
{ "mcpServers": { "webnav": { "command": "webnav", "args": ["mcp"] } } }
webnav is a map — and a fresh install is not blank, but it is small. Here's honestly what you get and how it grows, so there are no surprises:
walk map. This works immediately: webnav walk --start www.saucedemo.com:login \
--goal www.saucedemo.com:checkout-complete # saucedemo, seeded
Nothing else is seeded — webnav is a blank-slate map tool, and saucedemo is the single
example that proves it works. You record your own sites (see below); that's the product. This fits any flow you repeat against the same site: automation testing, internal tools, back-office workflows, recurring agent tasks. (An earlier GitHub-recall
~/.webnav/webnav.db and reused on every run — you do not rebuild it each time. When a remembered step drifts (a renamed or moved element), a walk escalates once for the agent to pick the element, then writes the fix back so the next run resolves it deterministically (principle #3). Routes you use stay fresh. Credentials for login-gated sites live outside the map, locally, at ~/.webnav/credentials.json (chmod 600) — never in the DB, never shared.use primitives while recording, then dev graph-analyse --draft folds that into a SELF-VERIFIED map (absolute URLs, unique element fingerprints, the in-page affordance repertoire, the declared domain shadow) which it persists with dev graph-edit. No hand-authoring of fingerprints or URLs. (That prompt learned the seeded OrangeHRM map — login + 11 modules, exercised — in a single one-shot run.) Re-learn cleanly with dev node-clear.webnav dev import-map loads a site's skeleton; set your own login with dev creds set (packs are skeleton-only, never carry credentials). Two packs ship in [`mappacks/`](mappacks/) (saucedemo, OrangeHRM); dev export-map makes your own to share.webnav dev record-live --session S --url — it opens a headed browser at that URL, and you click through the flow naturally. Every action you take is captured (real playwright a11y snapshots, never typed values — only which field changed) into the same session store the agent-record path uses. Stop with Ctrl-C or webnav dev record-stop --session S, then it's the same dev graph-analyse --draft → graph-edit → walk pipeline.dev ingest still exists as that legacy receiver.)webnav dev dashboard (a localhost operator UI). Its Sessions tab lists every recorded run — tagged by source (Extension / Agent / Manual), with a filter, step counts, and a Verified badge — plus record-by-clicking + replay:Or the text views dev outline / dev mermaid .
TL;DR: out of the box you can walk saucedemo; everything else you map yourself. Same machine + a mapped site → instant, cached, self-healing. A brand-new site → you (or your agent) record it once first.
# Travel a map you've built (the core win: deterministic, low-token replay)
webnav walk --start --goal autopilot a multi-step route; pauses at genuine forks webnav walk-resume --ref|--classify answer a paused walk's fork and continue webnav creds set key=value... store login/form creds locally (~/.webnav, chmod 600)
webnav use navigate --session S open a URL (records a landing if S is
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