Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
作者による説明(英語の原文)
Let AI agents interact with real BLE hardware — scan, connect, read, write, and subscribe.
この3つを1つのスコアにまとめることはしません。意見、測定、人気はそれぞれ別のものだからです。
このサーバーのやさしい解説はまだ書いていません。以下はレジストリから読み取った事実です。
使っているAIアプリを選んで、設定をコピーしてください。
BLE_MCP_ALLOW_WRITES, BLE_MCP_WRITE_ALLOWLIST, BLE_MCP_PLUGINS, BLE_MCP_TOOL_SEPARATOR必要なもの
どのアプリを使っていますか?
上でアプリを選んでください。選んだアプリを覚えておくので、次からはボタンに「…にインストール」と表示されます。
Claude Desktop → Settings → Developer → Edit Config を開き、claude_desktop_config.json にこれを貼り付けます
{
"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"
}
}
}
}ターミナルでこれを実行します
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動かす前に、空欄の値を入力してください。
プロジェクトの .cursor/mcp.json、または ~/.cursor/mcp.json に貼り付けます
{
"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"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
プロジェクトの .vscode/mcp.json に貼り付けます
{
"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"
}
}
}
}ブラウザがアプリを開いてよいか確認し、そのあとアプリが設定を表示して確認を求めます。キーの値は空欄のままなので、自分で入力してください。
これはパソコンで動くサーバーですが、ChatGPTがつなげるのはインターネット上のサーバーだけです。ほかのアプリを選んでください。
選んだアプリは、この端末のCookieに保存されます。アカウントは不要です。
BLE_MCP_ALLOW_WRITES envBLE_MCP_WRITE_ALLOWLIST envBLE_MCP_PLUGINS envBLE_MCP_TOOL_SEPARATOR envこの設定は、作者のレジストリ登録情報から作成しています。READMEと違う場合は、READMEに従ってください。
パソコンで動くサーバーです。インストールすると、ツール一覧がAIアプリに表示されます。
誰でも見られる情報をチェックしており、コードは読んでいません。当てはまらない項目は数に入れていません。 · 2026年11月7日にチェック
レジストリ名は、リポジトリを所有するGitHubアカウント es617 で確認済みです
このリポジトリはまだGitHubから読み取っていません
このリポジトリはまだGitHubから読み取っていません
これはパソコンで動くため、インターネット上のエンドポイントはありません
パソコンで動き、代わりにローカルの設定を使います
パソコンで動くサーバーです。ツール一覧を読み取れるのは、インターネット上のエンドポイントがある場合だけです
レジストリでこのカテゴリにある有効なすべてのサーバーと比較しています。スターは、公開者がリポジトリの所有者である場合だけ数えます。
当てはまる基本チェック1項目のうち1項目に合格しました。コードは読んでいません。キーやトークンを追加する前に、サーバーがどんなアクセスを求めているかを確認し、必要な権限だけを持つキーを使ってください。
レジストリには必須のキーは載っていません。ただし、最初に使うときにサインインを求めるサーバーもあります。
あなたのパソコンで動きます。必要なときにAIアプリが起動し、データは作者のサーバーを通りません(サーバー自体がオンラインサービスを呼び出す場合を除きます)。
GitHubリポジトリの最終更新は–、最新バージョン(0.3.0)がレジストリに届いたのは7 か月前です。
Claude Desktop、Claude Code、Cursor、VS CodeなどのMCP対応アプリで使えます。パソコンにPython (uv)も必要です。
同じカテゴリには:Spec Driven Development, Remote Desktop Commander, AvaHR
同じカテゴリで、ほかの作者が作ったサーバー。スターの多い順。
カードの見方:★ GitHubスターi3つの柱:レビュー · チェック · 利用状況i更新=最新バージョンをレジストリに公開した日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 hiring data and create inactive assessment and questionnaire drafts for human review.
作者のリポジトリから書かれたとおりにコピーしたものです。PopNx MCPは内容を確認・推奨していません。HTML、画像、スクリプトは取り除いています。リンクはこのサイトの外へ移動します。
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
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