Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Descripción del creador (original en inglés)
AI assistant access to PicoCalc MicroPython hardware over USB.
Estos tres nunca se combinan en una sola puntuación: las opiniones, las mediciones y la popularidad son cosas distintas.
Todavía no escribimos un resumen sencillo para este. Abajo están los datos que leímos del registro.
Elige la app de IA que usas y copia la configuración.
Necesitas
¿Qué app usas?
Elige tu app arriba. La recordamos, así que la próxima vez el botón dirá “Instalar en …”.
Abre Claude Desktop → Settings → Developer → Edit Config y pega esto en claude_desktop_config.json
{
"mcpServers": {
"picocalc": {
"command": "uvx",
"args": [
"picocalc-mcp"
]
}
}
}Ejecuta esto en tu terminal
claude mcp add picocalc -- uvx picocalc-mcpPégalo en .cursor/mcp.json de tu proyecto, o en ~/.cursor/mcp.json
{
"mcpServers": {
"picocalc": {
"command": "uvx",
"args": [
"picocalc-mcp"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Pégalo en .vscode/mcp.json de tu proyecto
{
"servers": {
"picocalc": {
"type": "stdio",
"command": "uvx",
"args": [
"picocalc-mcp"
]
}
}
}Tu navegador te pide permiso para abrir la app; luego la app muestra la configuración y te pide confirmar. Los valores de las claves quedan vacíos para que los completes tú.
Este se ejecuta en tu computadora, y ChatGPT solo puede conectarse a servidores en internet. Elige otra app.
Tu elección se guarda en una cookie en este dispositivo; no necesitas cuenta.
Esta configuración se genera a partir de la ficha del creador en el registro. Si el README dice otra cosa, sigue el README.
Se ejecuta en tu computadora; la lista de herramientas aparece en tu app de IA después de instalarlo.
Revisamos información que cualquiera puede ver; no hemos leído el código. Las revisiones que no aplican no se cuentan. · Revisado el 8 nov 2026
El nombre en el registro se verificó con la cuenta de GitHub LofiFren, dueña del repo
Todavía no hemos leído este repo en GitHub
Todavía no hemos leído este repo en GitHub
Este se ejecuta en tu computadora; no hay endpoint en internet
Se ejecuta en tu computadora y usa ajustes locales en su lugar
Se ejecuta en tu computadora; solo podemos leer listas de herramientas de endpoints en internet
Comparado con todos los servidores activos de esta categoría en el registro. Las estrellas solo cuentan cuando quien lo publica es dueño del repo.
Superó 1 de 1 revisiones básicas aplicables. No hemos leído el código. Antes de agregar una clave o un token, revisa qué acceso pide el servidor y usa una clave que tenga solo los permisos que necesitas.
El registro no indica ninguna clave obligatoria, aunque algunos servidores te piden iniciar sesión la primera vez que los usas.
Se ejecuta en tu computadora. Tu app de IA lo inicia cuando hace falta, y los datos no pasan por los servidores del creador (a menos que el propio servidor llame a un servicio en línea).
El repo de GitHub cambió por última vez –, y la última versión (0.1.1) llegó al registro hace 8 meses.
Las apps compatibles con MCP, como Claude Desktop, Claude Code, Cursor y VS Code. También necesitas Python (uv) en tu computadora.
En la misma categoría: Spec Driven Development, Remote Desktop Commander, alalanet — check before you pay
Servidores de la misma categoría hechos por otros creadores, ordenados por estrellas.
Cómo leer una tarjeta:★ Estrellas de GitHubiTres pilares: reseñas · revisiones · usoiActualizado = fecha en que se publicó la última versión en el registroi
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Check packages, MCP servers and x402 endpoints before agents install or pay. Signed.
Copiado tal cual del repo del creador. PopNx MCP no lo ha revisado ni lo respalda. Se quitaron HTML, imágenes y scripts. Los enlaces llevan fuera de este sitio.
A MicroPython firmware and script collection for the Clockwork Pi PicoCalc handheld device, powered by the Raspberry Pi Pico 2W. Features:
MicroPython/firmware/picocalc_micropython_pico2w.uf2 to that drive.The easiest way -- a local web UI that handles everything:
python3 MicroPython/tools/dashboard.py
This opens a browser dashboard where you can:
.py files to uploadFirst run will prompt to install
mpremoteif needed. Requires Python 3.7+.
Adding new files: Scripts in
modules/andsd/py_scripts/are auto-discovered by the dashboard. Root-level files (likeboot.py) must be added toFILE_MAPindashboard.pyto appear.
Let your AI coding assistant talk directly to the PicoCalc -- write code, push it, test on device, iterate, all from the AI conversation.
MCP Server (Recommended)
MCP gives AI tools native access to the device with no dashboard running. Install from PyPI:
pip install picocalc-mcp
Then add to your .mcp.json or Claude Desktop config:
{
"mcpServers": { "picocalc": { "command": "picocalc-mcp" } } }
Or run directly from the repo: "args": ["/path/to/PicoCalc/mcp/mcp_server.py"]
Works with Claude Code, Claude Desktop, Cursor, and any MCP-compatible tool. Full setup guide: [MCP_README.md](mcp/MCP_README.md)
See it in action: MCP & Dashboard Demo
Claude Code Skills (Optional)
For Claude Code users, the code-skills repo provides PicoCalc-specific skills that teach the AI how to write correct apps, use the hardware APIs, review code, and handle device operations. The MCP server gives the AI hands to interact with the device; the skills give it the knowledge to build for it.
# With skill-deployer installed, just paste a URL:
"install this skill https://github.com/LofiFren/code-skills/tree/main/skills/picocalc-app"
Dashboard REST API (Legacy)
If you already have the dashboard running, AI tools can also use its HTTP endpoints:
curl -s http://localhost:8265/api/device # Device status
curl -s -X POST http://localhost:8265/api/exec -H 'Content-Type: application/json' \ -d '{"code": "print(1+1)"}' # Run Python on device curl -s -X POST http://localhost:8265/api/push -H 'Content-Type: application/json' \ -d '{"file": "sd/py_scripts/my_app.py"}' # Push file to device curl -s "http://localhost:8265/api/diff?file=sd/py_scripts/synth.py" # Diff local vs device curl -s -X POST http://localhost:8265/api/eject # Safe disconnect
All endpoints: /api/device, /api/exec, /api/push, /api/pull, /api/files, /api/diff, /api/local/tree, /api/eject, /api/reset, /api/cleanup
Use Thonny, mpremote, or rshell to copy files to the Pico's internal flash.
Copy these to the Pico root (`/`):
MicroPython/boot.py --> /boot.py
MicroPython/main.py --> /main.py MicroPython/modules/ --> /modules/ (entire directory)
Copy SD card scripts:
MicroPython/sd/py_scripts/*.py --> SD card /py_scripts/
Do NOT copy these to the device (they run on your computer, not the PicoCalc):
tools/ <-- Dashboard web UI (runs on your computer)
picocalcdisplay/ <-- C source, compiled into firmware vtterminal/ <-- C source, compiled into firmware firmware/ <-- UF2 images and Dockerfile
py_scripts folder on the SD card..py files from MicroPython/sd/py_scripts/ into that folder.Or use the Dashboard -- click Deploy Scripts to push all scripts to the SD card over USB.
Power cycle the PicoCalc. The boot splash shows initialization progress, then the main menu appears with arrow-key navigation.
MicroPython/
|-- boot.py --> Copy to device / |-- main.py --> Copy to device / (launches menu) |-- boot_thonny.py --> Deploy as /boot.py for Thonny users |-- boot_dev.py --> Deploy as /boot.py for dev mode (REPL only) |-- cleanup.py --> (Optional) one-time cleanup, or use dashboard Cleanup button |-- modules/ --> Copy to device /modules/ | |-- picocalc.py Hardware abstraction (display + keyboard) | |-- vt.py VT100 terminal emulator | |-- py_run.py Categorized app menu (auto-hides libraries) | |-- enhanced_sd.py SD card initialization | |-- picocalc_system.py System utilities | |-- sdcard.py SD card driver | |-- checksd.py SD card verification | |-- pye.py Built-in text editor | |-- colorer.py Terminal color support | |-- default_style.py Syntax highlighting styles | |-- highlighter.py Code syntax highlighting | |-- flush.py Module cache flushing | \-- mkdir.py Directory creation utility |-- sd/py_scripts/ --> Copy contents to SD card /py_scripts/ | |-- tetris.py Tetris with sound effects | |-- snake.py Snake with high scores | |-- synth.py 4-instrument synthesizer with piano keyboard | |-- strudel.py Strudel mini-notation parser + sequencer (library) | |-- strudel_live.py Live-coding music UI (color themes, playhead) | |-- strudel_demo.py Interactive tutorial: learn the mini-notation | |-- ProxiScan.py BLE proximity scanner & fox hunt tool | |-- WiFiManager.py WiFi scanning & connection manager | |-- picocalc_ollama.py Local LLM client (Ollama) | |-- brad.py WiFi utility library | |-- demo.py Visual display showcase (grayscale, animation) | \-- editor.py On-device file browser + code editor |-- sd/samples/ --> Copy to SD card /samples/ (Strudel drum kit) | \-- bd/sd/hh/cp.raw 8-bit PCM one-shots for the picosampler engine |-- firmware/ Prebuilt UF2 firmware images | |-- picocalc_micropython_pico2w.uf2 (v1.25.0, stable) | |-- picocalc_v127_pico2w.uf2 (v1.27.0, patched) | |-- picocalc_v128_pico2w.uf2 (v1.28.0, native USB + audio engine) | |-- Dockerfile Build for v1.25.0 | |-- Dockerfile.v127 Build for v1.27.0 + USB fix | |-- Dockerfile.v128 Build for v1.28.0 (no USB patch) | \-- USB_REGRESSION_FIX.md RP2350 USB bug report |-- micropython.cmake Top-level build config for C modules |-- picocalcdisplay/ C display driver (compiled into firmware) | |-- picocalcdisplay.c | |-- picocalcdisplay.h | |-- font6x8e500.h | \-- micropython.cmake |-- vtterminal/ C terminal emulator (compiled into firmware) | |-- vtterminal.c | |-- vtterminal.h | |-- font6x8.h | \-- micropython.cmake |-- picosampler/ C audio engine (DMA-PWM sampler, compiled in) | |-- picosampler.c 8-voice 8-bit PCM mixer, stereo PWM out | |-- micropython.cmake | |-- make_samples.sh wav -> 8-bit PCM converter (ffmpeg) | \-- generate_drums.py synthesize a starter drum kit (no deps) |-- tools/ Development tools | |-- dashboard.py Web UI server (run this!) | |-- bottle.py Vendored web framework (zero install) | \-- static/ | |-- index.html Dashboard frontend | \-- vendor/ CodeMirror editor (vendored, offline) mcp/ MCP server for AI assistants |-- mcp_server.py MCP server (pip install picocalc-mcp or run directly) \-- MCP_README.md Full setup guide
| App | Description | |
|---|---|---|
| Tetris | Classic Tetris with 7 pieces, ghost piece, sound effects, level progression | |
| Snake | Snake with high score tracking, speed levels, sound | |
| [Synth](SYNTH.md) | 4-instrument synthesizer (Piano, Organ, Strings, Synth) with QWERTY piano keyboard, ADSR envelope, arpeggiator, 16-step sequencer, LFO effects, presets | |
| Strudel Live | On-device Strudel live-coding: type mini-notation patterns (bd*4 , ~ sd ~ sd , hh*8) with per-layer effects (`\ | lpf 600 r 40), hear them update live through the native picosampler` audio engine (resonant lpf/hpf + ADSR), sweeping playhead, 5 color themes (SonicPink, Dracula, Monokai, Nord, Terminal) |
| Strudel Basics | Interactive color tutorial -- 11 lessons that teach the mini-notation (sequences, *, [], <>, euclid, layering) and effects (filters, envelope) with a syntax-colored pattern, a live rhythm timeline, and audio. A fun way to learn before jumping into Strudel Live | |
| ProxiScan | BLE proximity scanner, fox hunt tool with compass, signal tracking, competition timer, waypoints, antenna calibration | |
| WiFiManager | WiFi scanner with VT100 UI, signal bars, channel analysis, signal monitor | |
| SSH Client | Secure shell client -- ECDH-SHA2-NISTP256 key exchange, AES-128-CTR + HMAC-SHA2-256 encryption, RSA host key verification (TOFU), saved connection profiles with PIN-encrypted passwords, interactive VT100 terminal (53x40) | |
| SSH Server | SSH *into* the PicoCalc for a MicroPython REPL -- ECDH-SHA2-NISTP256 key exchange, ECDSA-nistp256 host key, AES-128-CTR + HMAC-SHA2-256, password (salted-hash) and public-key (authorized_keys) auth | |
| Ollama Client | Chat with local LLMs over WiFi via Ollama | |
| Demo | Visual display showcase: grayscale palette, bouncing boxes, scrolling gradient, device info |
| Editor | On-device file browser and code editor -
Solo se muestra el principio; lee el resto en el repo