Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Let AI agents interact with real BLE hardware — scan, connect, read, write, and subscribe.
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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.
BLE_MCP_ALLOW_WRITES, BLE_MCP_WRITE_ALLOWLIST, BLE_MCP_PLUGINS, BLE_MCP_TOOL_SEPARATORYou 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": {
"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"
}
}
}
}Run this in your terminal
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-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.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"
}
}
}
}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": {
"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"
}
}
}
}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.
BLE_MCP_ALLOW_WRITES envBLE_MCP_WRITE_ALLOWLIST envBLE_MCP_PLUGINS envBLE_MCP_TOOL_SEPARATOR 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 7, 2026
The registry name was verified with the GitHub account es617, 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.
The registry does not list a required key, though some servers ask you to sign in on first use.
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 (0.3.0) reached the registry 7 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: Spec Driven Development, Remote Desktop Commander, FlyDocs
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
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.
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.
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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