Mirobody
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
Description from the maker (original English)
Toyota & Lexus vehicles: fuel, range, location, trips, health, climate, charging, commands
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.
TOYOTA_USERNAME, TOYOTA_PASSWORD, TOYOTA_VIN, TOYOTA_BRAND, TOYOTA_USE_METRICValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
Which app do you use?
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": {
"toyota": {
"command": "uvx",
"args": [
"toyota-mcp"
],
"env": {
"TOYOTA_USERNAME": "your-value",
"TOYOTA_PASSWORD": "your-value",
"TOYOTA_VIN": "your-value",
"TOYOTA_BRAND": "your-value",
"TOYOTA_USE_METRIC": "your-value"
}
}
}
}Run this in your terminal
claude mcp add toyota --env TOYOTA_USERNAME=your-value --env TOYOTA_PASSWORD=your-value --env TOYOTA_VIN=your-value --env TOYOTA_BRAND=your-value --env TOYOTA_USE_METRIC=your-value -- uvx toyota-mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"toyota": {
"command": "uvx",
"args": [
"toyota-mcp"
],
"env": {
"TOYOTA_USERNAME": "your-value",
"TOYOTA_PASSWORD": "your-value",
"TOYOTA_VIN": "your-value",
"TOYOTA_BRAND": "your-value",
"TOYOTA_USE_METRIC": "your-value"
}
}
}
}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": {
"toyota": {
"type": "stdio",
"command": "uvx",
"args": [
"toyota-mcp"
],
"env": {
"TOYOTA_USERNAME": "your-value",
"TOYOTA_PASSWORD": "your-value",
"TOYOTA_VIN": "your-value",
"TOYOTA_BRAND": "your-value",
"TOYOTA_USE_METRIC": "your-value"
}
}
}
}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.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
TOYOTA_USERNAME envTOYOTA_VIN envTOYOTA_BRAND envTOYOTA_USE_METRIC envThese 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 zepgram, 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.
You need to fill in: TOYOTA_PASSWORD
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 (0.3.5) reached the registry 2 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Python (uv) on your computer.
In the same category: Mirobody, FHIR MCP Server, Google Health MCP
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Lab results to LOINC codes and UCUM units, symptoms and diagnoses to ICPC-3. Offline, no API key.
MCP server providing seamless access to FHIR APIs for AI tools and healthcare applications
Privacy-first unofficial Google Health API v4 MCP server for health, sleep, activity, HR agents
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.
toyota-mcp — Toyota & Lexus MCP server for Claude and other AI assistants
Ask your Toyota anything. toyota-mcp is a Model Context Protocol (MCP) server that connects a MyToyota or MyLexus Europe account to Claude, Claude Code, Cursor, VS Code or any MCP client — read your car's fuel level, range, location, trips and health, and send remote commands (lock, climate, charging) in plain language.
*"How much range is left?"* · *"Where is the car?"* · *"Is it locked?"* ·
*"What did the last trip consume?"* · *"What's my EV share this month?"* ·
*"Pre-heat the car for 8 am."* · *"Cheapest petrol near the car?"*
| Vehicles | Toyota and Lexus, Europe only (Toyota Connected Services / ctpa-oneapi) |
| Powertrains | petrol, diesel, full hybrid, plug-in hybrid, electric |
| Tools | 13 read + 11 remote commands + 1 prompt (full list) |
| Install | uvx toyota-mcp — no clone, no build |
| Requires | a MyToyota/MyLexus account without MFA, Python 3.11+ |
| Built on | pytoyoda, the community client for Toyota Europe |
toyota-mcp login, or with account credentials in the environment (that path cannot handle MFA/2FA).uv for the zero-install uvx launcher (uvx fetches a suitable Python by itself).Unofficial API. Toyota can change or break this API at any time without
notice. All API access is isolated behind pytoyoda, which historically absorbs
such breakage within days.
uvx toyota-mcp login
Your browser opens Toyota's own sign-in page. Toyota then redirects to an address the browser cannot follow (com.toyota.oneapp:/…) and shows an error — that is expected: copy that address from the address bar and paste it back. The session is saved in your operating system's credential store and refreshed automatically. Your password is never seen by this program and never written to a configuration file. uvx toyota-mcp logout forgets it.
Add to claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/claude_desktop_config.json):
{
"mcpServers": { "toyota": { "command": "uvx", "args": ["toyota-mcp"] } } }
Add options after toyota-mcp in args — for example ["toyota-mcp", "--addresses", "osm"] for postal addresses, or ["toyota-mcp", "--read-only"] to leave every remote command out.
claude mcp add --transport stdio toyota -- uvx toyota-mcp
Any client that speaks stdio works with the same shape — command uvx, arguments ["toyota-mcp"]. In VS Code, add it to .vscode/mcp.json; in Cursor, to ~/.cursor/mcp.json.
Before wiring anything into an MCP host, check your setup from a terminal:
uvx toyota-mcp doctor
It validates credentials, lists your vehicles, and prints which tools your specific car supports. Exit codes: 0 ok · 2 config · 3 auth · 4 no vehicle · 5 API error · 6 command rejected (probe).
By default the server runs on stdio, next to the MCP client. Point it at a URL instead and it becomes a remote MCP server with its own OAuth 2.1 authorization server, so a client connects the way it connects to Gmail or GitHub: paste the URL, press Connect, approve in the browser.
toyota-mcp --http https://toyota.example.com
Nothing else to configure — connecting is signing in to Toyota:
https://toyota.example.com/mcp into your client and press Connect.Signing in to the Toyota account *is* the proof that you own the deployment — there is no shared code and no user database. A server already connected to one account refuses a sign-in with a different one.
Toyota's own web login ends on a mobile deep link (com.toyota.oneapp:/…) that a browser cannot follow — on a phone it opens the MyToyota app instead — so the credentials are posted to Toyota by the server you run. They are never written down: only the refresh token Toyota returns is kept. Accounts with two-factor authentication cannot be used, as Toyota's vehicle API does not support them.
Run it on a machine of yours (a home server, a Raspberry Pi), behind a TLS-terminating proxy: the server refuses a non-https:// public URL other than localhost, because bearer tokens must not travel in clear. Registered clients and issued tokens are kept in ~/.local/state/toyota-mcp/oauth.json (mode 600) so a restart does not disconnect anyone; access tokens last an hour and refresh silently.
docker build -t toyota-mcp --build-arg VERSION=0.3.0 .
docker run -d --name toyota-mcp -v toyota-mcp:/data -p 127.0.0.1:8787:8787 \ toyota-mcp --http https://toyota.example.com --host 0.0.0.0
A container has no credential store, so the session and the grants live in /data — keep it as a volume or signing in again is the price of a restart. TOYOTA_SESSION_FILE moves the session file elsewhere.
Nothing has to be configured before the first use. A server with no account connected still starts and says what to do: over HTTP the Connect flow signs you in, otherwise toyota-mcp login does. toyota_list_vehicles and toyota_select_vehicle then choose the car from the conversation.
Toyota has no third-party API programme: there is no developer portal, no per-application token, and the mobile app signs in with your account password. This server therefore offers two ways in, and prefers the one where it never holds that password.
`toyota-mcp login`. Asks for the MyToyota email and password, signs in to Toyota, and keeps only the refresh token — in your operating system's credential store (Keychain, Windows Credential Locker, Secret Service), or in a file when there is none. The password is never written down, and never lands in an MCP host's configuration file.
Password in the environment. TOYOTA_USERNAME and TOYOTA_PASSWORD still work for unattended setups, but most MCP hosts store their env block as plain text on disk, so prefer toyota-mcp login.
| Variable | Required | Default | Description |
|---|---|---|---|
TOYOTA_USERNAME | no | — | MyToyota account email — only for the password sign-in |
TOYOTA_PASSWORD | no | — | MyToyota account password — only for the password sign-in |
TOYOTA_VIN | no | — | Pins one vehicle, overriding the choice made at sign-in |
TOYOTA_BRAND | no | T | T Toyota, L Lexus |
TOYOTA_USE_METRIC | no | true | false switches to miles/gallons |
Features are command-line options, visible in toyota-mcp --help and in your host's args:
| Option | Default | Description | |
|---|---|---|---|
--read-only | off | register only the read tools — no lock, trunk, lights, climate or charging commands | |
| `--addresses osm\ | fr` | off | turn coordinates into addresses: osm worldwide (OpenStreetMap), fr France (also enables fuel prices). Off by default because it sends the car's position to that service |
--places SPEC | — | named places, "home=43.6045,1.4440;work=43.6290,1.3630": positions within 200 m are labelled |
"toyota": {
"command": "uvx", "args": ["toyota-mcp", "--addresses", "osm", "--places", "home=43.6045,1.4440"] }
A local .env file works too (see .env.example). Credentials never touch disk otherwise; tokens live in memory only.
Read tools are readOnlyHint: true. The remote commands below are registered unless the server runs with --read-only.
| Tool | Example question | Key fields |
|---|---|---|
toyota_list_vehicles / toyota_select_vehicle | *Which cars? Use the Yaris.* | every vehicle on the account, and which one the tools act on |
toyota_get_vehicle_info | *What car is this? Is the subscription active?* | model, year, plate, colour, first use, subscriptions, declared remote capabilities |
toyota_get_energy | *How much range is left?* | fuel %, range (km/mi), battery or an explicit "not applicable" note |
toyota_get_charging | *Is it charging? When is the next scheduled charge?* | plug-in battery %, charging status, EV range, time to full, schedules (PHEV / EV only) |
toyota_get_status | *Is the car locked? Did I leave the lights on?* | doors/windows/trunk/hood, lock state, lights, rear-seat reminder, overall status |
toyota_get_location | *Where is the car?* | lat/lon, address (with open data), Google Maps link |
toyota_get_odometer | *How many km on the clock?* | odometer with unit |
toyota_get_last_trip | *What did the last trip consume?* | distance, duration, consumption, EV share, hybrid mode split, start/end places |
toyota_get_trips | *This week's trips?* | individual trips, newest first (≤ 92 days back) |
toyota_get_trip_summary | *Average consumption over the last 7 days? This month's EV share?* | rolling window or calendar period (today, this_week, this_month, this_year), recomputed L/100km, EV distance & time share |
toyota_get_health | *Any alerts on the car? When was it serviced?* | warning lights, oil indicators, notifications, full service history |
toyota_get_climate | *Is the pre-heating running? What's the preset?* | remote climate state, target temperature, preset (duration, defrosters, heated seats) |
toyota_find_fuel_stations | *Cheapest station near the car?* | cheapest stations for a fuel around the car (France, open data) |
toyota_refresh_data | *I just parked — refresh.* | bounded cloud re-fetch (never wakes the car) |
Registered by default; start with --read-only to leave them out:
| Tool | Effect | Annotation |
|---|---|---|
toyota_lock_doors / toyota_unlock_doors | locks / unlocks the doors | reversible / destructive |
toyota_lock_trunk / toyota_unlock_trunk | locks / unlocks the trunk only | reversible / destructive |
toyota_find_car | flashes the hazard lights briefly (silent) | reversible |
toyota_sound_horn | short horn signal | reversible |
toyota_close_windows | closes the power windows (model-dependent) | reversible |
toyota_start_climate | starts pre-conditioning with the saved preset (or a given temperature, 15–30 °C by 0.5) — on a hybrid this runs the engine | destructive |
toyota_charge_now | starts charging immediately (PHEV / EV, plugged in) | reversible |
toyota_stop_climate | stops pre-conditioning | reversible |
| toyota_wake_vehicle | asks the car to report its sta
Only the beginning is shown; read the rest in the repo