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)
Let AI agents interact with real BLE hardware — scan, connect, read, write, and subscribe.
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。
BLE_MCP_ALLOW_WRITES, BLE_MCP_WRITE_ALLOWLIST, BLE_MCP_PLUGINS, BLE_MCP_TOOL_SEPARATOR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": {
"ble": {
"command": "uvx",
"args": [
"ble-mcp-server"
],
"env": {
"BLE_MCP_ALLOW_WRITES": "your-value",
"BLE_MCP_WRITE_ALLOWLIST": "your-value",
"BLE_MCP_PLUGINS": "your-value",
"BLE_MCP_TOOL_SEPARATOR": "your-value"
}
}
}
}在终端中运行这条命令
claude mcp add ble --env BLE_MCP_ALLOW_WRITES=your-value --env BLE_MCP_WRITE_ALLOWLIST=your-value --env BLE_MCP_PLUGINS=your-value --env BLE_MCP_TOOL_SEPARATOR=your-value -- uvx ble-mcp-server运行前请先填写空着的值。
粘贴到项目中的 .cursor/mcp.json,或 ~/.cursor/mcp.json
{
"mcpServers": {
"ble": {
"command": "uvx",
"args": [
"ble-mcp-server"
],
"env": {
"BLE_MCP_ALLOW_WRITES": "your-value",
"BLE_MCP_WRITE_ALLOWLIST": "your-value",
"BLE_MCP_PLUGINS": "your-value",
"BLE_MCP_TOOL_SEPARATOR": "your-value"
}
}
}
}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": {
"ble": {
"type": "stdio",
"command": "uvx",
"args": [
"ble-mcp-server"
],
"env": {
"BLE_MCP_ALLOW_WRITES": "your-value",
"BLE_MCP_WRITE_ALLOWLIST": "your-value",
"BLE_MCP_PLUGINS": "your-value",
"BLE_MCP_TOOL_SEPARATOR": "your-value"
}
}
}
}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。
BLE_MCP_ALLOW_WRITES envBLE_MCP_WRITE_ALLOWLIST envBLE_MCP_PLUGINS envBLE_MCP_TOOL_SEPARATOR env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7日
注册名称已通过 GitHub 账户 es617 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(0.3.0)于7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, FlyDocs
同一分类中其他作者的服务器,按星标数排序。
如何看卡片:★ 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.
Spec-driven development workflow: your agent works issues, sessions and the status lifecycle.
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 stateful Bluetooth Low Energy (BLE) Model Context Protocol (MCP) server for developer tooling and AI agents. Works out of the box with Claude Code, VS Code with Copilot, and any MCP-compatible runtime. Defaults to stdio (no HTTP, no open ports), with optional SSE and Streamable HTTP transports for remote access and multi-session use. Uses bleak for cross-platform BLE on macOS, Windows, and Linux.
Example: Let Claude Code scan for nearby BLE devices, connect to one, read characteristics, and stream notifications from real hardware.
7-minute video walkthrough — scanning a real BLE device, discovering services, reading values, and promoting flows into plugins.
You have a BLE device. You want an AI agent to talk to it — scan, connect, read sensors, send commands, stream data. This server makes that possible.
It gives any MCP-compatible agent a full set of BLE tools: scanning, connecting, reading, writing, subscribing to notifications — plus protocol specs and device plugins, so the agent can reason about higher-level device behavior instead of just raw UUIDs and bytes.
The agent calls these tools, gets structured JSON back, and reasons about what to do next — no human in the loop for each BLE operation.
What agents can do with it:
pip install ble-mcp-server
claude mcp add ble -- ble_mcp
Then in Claude Code, try:
"Scan for nearby BLE devices and connect to the one whose name starts with Arduino."
The server is read-only by default. Writes and plugins can control real hardware and execute code, and are opt-in via environment variables. See Safety for details.
Once connected, the agent has full BLE capabilities:
BLE_MCP_ALLOW_WRITES)sensortag.read_temp) instead of raw reads/writesThe agent handles multi-step flows automatically. For example, "read the temperature from my SensorTag" might involve scanning, connecting, discovering services, attaching a spec, enabling the sensor, and reading the value — without you specifying each step.
At a high level:
Raw BLE → Protocol Spec → Plugin
You can start with raw BLE tools, then move up the stack as your device protocol becomes understood and repeatable. See Concepts for how the pieces fit together.
# Editable install from repo root
pip install -e .
uv pip install -e .
MCP is a protocol — this server works with any MCP-compatible client. Below are setup instructions for the most common ones.
# Minimal (read-only)
claude mcp add ble -- ble_mcp
claude mcp add ble -- python -m ble_mcp_server
claude mcp add ble -e BLE_MCP_ALLOW_WRITES=true -- ble_mcp
claude mcp add ble \ -e BLE_MCP_ALLOW_WRITES=true \ -e BLE_MCP_WRITE_ALLOWLIST="2a00,12345678-1234-1234-1234-123456789abc" \ -- ble_mcp
claude mcp add ble -e BLE_MCP_PLUGINS=all -- ble_mcp
claude mcp add ble -e BLE_MCP_PLUGINS=sensortag,hello -- ble_mcp
claude mcp add ble -e BLE_MCP_LOG_LEVEL=DEBUG -- ble_mcp
Add to your project's .vscode/mcp.json (or create it):
{
"servers": { "ble": { "type": "stdio", "command": "ble_mcp", "args": [], "env": { "BLE_MCP_ALLOW_WRITES": "true", "BLE_MCP_PLUGINS": "all" } } } }
Adjust env to match your needs — remove BLE_MCP_ALLOW_WRITES for read-only mode, or set BLE_MCP_PLUGINS to specific plugin names.
Add to your project's .cursor/mcp.json (or create it):
{
"mcpServers": { "ble": { "command": "ble_mcp", "args": [], "env": { "BLE_MCP_ALLOW_WRITES": "true", "BLE_MCP_PLUGINS": "all" } } } }
| Variable | Default | Description |
|---|---|---|
BLE_MCP_ALLOW_WRITES | disabled | Set to true, 1, or yes to enable ble.write. |
BLE_MCP_WRITE_ALLOWLIST | empty | Comma-separated UUID allowlist for writable characteristics (checked only when writes are enabled). |
BLE_MCP_PLUGINS | disabled | Plugin policy: all to allow all, or name1,name2 to allow specific plugins. Unset = disabled. |
BLE_MCP_LOG_LEVEL | WARNING | Python log level (DEBUG, INFO, WARNING, ERROR). Logs go to stderr. |
BLE_MCP_TRACE | enabled | JSONL tracing of every tool call. Set to 0, false, or no to disable. |
BLE_MCP_TRACE_PAYLOADS | disabled | Include value_b64/value_hex in traced args (stripped by default). |
BLE_MCP_TRACE_MAX_BYTES | 16384 | Max payload chars before truncation (only applies when TRACE_PAYLOADS is on). |
BLE_MCP_TOOL_SEPARATOR | _ | Character used to separate tool name segments. Set to . if your client supports dots in tool names. Default changed to _ because most clients (Cursor, Claude Desktop) reject dots. |
BLE_MCP_MAX_SESSIONS | 1 | Maximum concurrent MCP sessions (only meaningful for SSE and Streamable HTTP transports). |
BLE_MCP_MAX_CONNECTIONS | 3 | Maximum active BLE connections per session. |
BLE_MCP_MAX_SCANS | 5 | Maximum active scans per session. |
BLE_MCP_MAX_SUBSCRIPTIONS_PER_CONN | 10 | Maximum notification subscriptions per connection. |
BLE_MCP_AUTH_TOKEN | unset | Password for OAuth approval page on HTTP transports. Required unless --no-auth is used. Ignored for stdio. |
See Concepts for how everything fits together, and the Tools Reference for detailed input/output schemas.
| Category | Tools |
|---|---|
| BLE Core | ble_scan_start, ble_scan_get_results, ble_scan_stop, ble_connect, ble_disconnect, ble_connection_status, ble_discover, ble_mtu, ble_read, ble_write, ble_read_descriptor, ble_write_descriptor, ble_subscribe, ble_unsubscribe, ble_wait_notification, ble_poll_notifications, ble_drain_notifications |
| Introspection | ble_connections_list, ble_subscriptions_list, ble_scans_list, ble_tasks_list, ble_tasks_cancel |
| Protocol Specs | ble_spec_template, ble_spec_register, ble_spec_list, ble_spec_attach, ble_spec_get, ble_spec_read, ble_spec_search |
| Tracing | ble_trace_status, ble_trace_tail |
| Plugins | ble_plugin_template, ble_plugin_list, ble_plugin_reload, ble_plugin_load |
Specs are markdown files that describe a BLE device's protocol — services, characteristics, commands, and data formats. They live in .ble_mcp/specs/ and teach the agent what a device can do beyond raw UUIDs and bytes.
Without a spec, the agent can still discover services and read characteristics. With a spec, it knows what the values mean and what commands to send.
You can create specs by telling the agent about your device — paste a datasheet, describe the protocol, or just let it explore and document what it finds. The agent generates the spec file, registers it, and references it in future sessions. You can also write specs by hand.
See Concepts for details on spec format and how the agent uses them.
Plugins add device-specific shortcut tools to the server. Instead of the agent composing raw read/write sequences, a plugin provides high-level operations like sensortag.read_temp or ota.upload_firmware.
The agent can also create plugins (with your approval). It explores a device, writes a plugin based on what it learns, and future sessions get shortcut tools — no manual coding required.
To enable plugins:
# Enable all plugins
claude mcp add ble -e BLE_MCP_PLUGINS=all -- ble_mcp
claude mcp add ble -e BLE_MCP_PLUGINS=sensortag,ota -- ble_mcp
Editing an already-loaded plugin only requires ble_plugin_reload — no restart needed.
Plugins can start background asyncio tasks for continuous monitoring — periodic scans, data collection loops, etc. The plugin template includes commented examples for this pattern.
Background tasks are registered with the server via state.register_task(name, task), making them visible to the agent:
ble_tasks_list — shows all running background tasks with statusble_tasks_cancel — stops a task by ID (safety net for runaway tasks)Plugins can send MCP log notifications to the client via state.on_log_cb(level, message). This allows plugins
只显示了开头部分;其余内容请在仓库中阅读