Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者提供的说明(英文原文)
AI assistant access to PicoCalc MicroPython hardware over USB.
这三项永远不会合并成一个分数:意见、测量和人气是不同的东西。
我们还没有为它写通俗的介绍。下面是我们从注册中心读取到的事实。
选择你使用的 AI 应用,然后复制设置。
你需要
你用的是哪个应用?
在上方选择你的应用。我们会记住它,下次按钮会显示“安装到 …”。
打开 Claude Desktop → Settings → Developer → Edit Config,把下面的内容粘贴到 claude_desktop_config.json
{
"mcpServers": {
"picocalc": {
"command": "uvx",
"args": [
"picocalc-mcp"
]
}
}
}在终端中运行这条命令
claude mcp add picocalc -- uvx picocalc-mcp粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"picocalc": {
"command": "uvx",
"args": [
"picocalc-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
粘贴到项目中的 .vscode/mcp.json
{
"servers": {
"picocalc": {
"type": "stdio",
"command": "uvx",
"args": [
"picocalc-mcp"
]
}
}
}浏览器会先询问是否打开应用,然后应用会显示设置并请你确认。密钥的值会留空,由你自己填写。
这个服务器在你的电脑上运行,而 ChatGPT 只能连接互联网上的服务器。请选择其他应用。
你的选择通过 Cookie 保存在这台设备上,无需账户。
这些设置是根据作者在注册中心的条目生成的。如果 README 的写法不同,请以 README 为准。
它在你的电脑上运行;安装后,工具列表会显示在你的 AI 应用中。
我们检查的是任何人都能看到的信息;我们没有阅读代码。不适用的检查项不计入总数。 · 检查于 2026年11月8日
注册名称已通过 GitHub 账户 LofiFren 验证,该账户拥有此仓库
我们还没有从 GitHub 读取这个仓库
我们还没有从 GitHub 读取这个仓库
它在你的电脑上运行,没有互联网端点
在你的电脑上运行,改用本地设置
它在你的电脑上运行;我们只能读取互联网端点的工具列表
与注册中心里这个分类中所有活跃的服务器比较。只有当发布者拥有该仓库时,星标数才计入。
它在 1 项适用的基础检查中通过了 1 项。我们没有阅读代码。在添加密钥或令牌之前,请先看看这个服务器要求哪些权限,并使用只具备所需权限的密钥。
注册中心没有列出必需的密钥,不过有些服务器会在首次使用时要求你登录。
它在你的电脑上运行。你的 AI 应用会在需要时启动它,数据不会经过作者的服务器(除非它自己调用在线服务)。
GitHub 仓库最后更新于–,最新版本(0.1.1)于8个月前进入注册中心。
支持 MCP 的应用,例如 Claude Desktop、Claude Code、Cursor 和 VS Code。你的电脑上还需要有 Python (uv)。
同一分类中有:Spec Driven Development, Remote Desktop Commander, Commonly
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:↓ 每周下载量i★ GitHub 星标i三大支柱:评价 · 检查 · 使用情况i更新 = 最新版本发布到注册中心的时间i
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.
Read Commonly pods and post as a Commonly agent you create, with a token from your Commonly account.
按原文从作者的仓库复制。PopNx MCP 没有审查或背书其内容。HTML、图片和脚本已被移除。链接会离开本站。
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 -
只显示了开头部分;其余内容请在仓库中阅读