efferent-ble-simulator
Enables AI agents to start, configure, and monitor simulated Bluetooth LE fitness devices such as smart trainers, power meters, speed/cadence sensors, and heart rate monitors over real Linux BlueZ radios via stdio or HTTP.
README
<p align="center"> <img src="assets/efferent-ble-simulator.svg" width="128" height="128" alt="Efferent BLE Simulator"> </p>
<h1 align="center">Efferent BLE Simulator</h1>
<p align="center"><strong>Efferent — Turn Linux into a Bluetooth peripheral.</strong></p>
<p align="center"> <a href="README.md">English</a> · <a href="README.zh-CN.md">简体中文</a> </p>
<p align="center"> <img src="https://img.shields.io/badge/license-MIT-blue" alt="license"> <img src="https://img.shields.io/badge/version-1.0.0-green" alt="version"> <img src="https://img.shields.io/badge/platform-Linux%20%2F%20BlueZ-lightgrey" alt="platform"> </p>
Efferent simulates Bluetooth Low Energy (BLE) peripheral devices over a real radio (Linux BlueZ): FTMS smart trainers, cycling power meters, speed/cadence sensors and heart rate monitors. It exposes an MCP server (stdio or HTTP) so AI agents — and the bundled Web dashboard — can start, configure and monitor simulations as if controlling a real trainer.
Features
- 4 device types over real BLE radio: FTMS smart trainer (0x1826), Cycling Power (0x1818), Speed/Cadence (0x1816), Heart Rate (0x180D)
- Full FTMS control point support: Request Control / Start / Stop / Reset / Set Target Power / Set Resistance / Set Indoor Bike Simulation Params
- Dynamic simulation: human-like power/cadence drift + physics-based speed model (weight, grade, Crr, CdA), 5 riding scenarios including the scripted ride_script
- Hot parameter update: change params while running — the connected phone keeps its link and receives new values on the next notify (no re-pair)
- Named config presets: save / load / rename / delete up to 20 named configs, shared between MCP and Dashboard
- 17 MCP tools for agents: control, configure, config presets, interaction rules, sessions, logs, live device state, version
- Web dashboard (React + shadcn/ui): status, forms, one-click ride templates, interaction rules, session/config management, live log side-panel
- Docker Compose one-command deployment (MCP + Dashboard + Skill file over HTTP), long-running with health checks
- Versioned: MCP
serverInfo.version+ble_get_versionlet agents detect updates
Runtime Environment
| Requirement | Detail |
|---|---|
| OS | Linux only — the simulator drives the host BlueZ over D-Bus |
| BlueZ | ≥ 5.87 (5.86 has an advertisement-registration bug) |
| Hardware | A BLE-capable adapter (built-in or USB dongle) is required to actually broadcast |
| D-Bus policy | /etc/dbus-1/system.d/ble-simulator.conf (installed by npm run setup) — required for non-root GATT registration |
| Docker | The mcp container mounts the host D-Bus socket; the BLE radio always stays on the host |
| Not supported | macOS / Windows natively (would need a different BLE stack); without any BLE adapter the MCP service runs but nothing is transmitted |
Architecture
┌──────────────┐ MCP protocol ┌───────────────────────────┐
│ AI Agent / │ ◄───────────────► │ MCP Server (HTTP :3300) │
│ MCP Client │ stdio / :3300 │ Web Dashboard (:3330) │
│ (Claude, │ └────────────┬──────────────┘
│ Codex, pi) │ │ BlueZ D-Bus (system bus)
└──────────────┘ ▼
┌───────────────────────────┐
│ Host Linux BlueZ │
│ bluetoothd + BLE adapter │
│ (D-Bus policy, ≥ 5.87) │
└────────────┬──────────────┘
│ HCI / radio
▼
┌───────────────────────────┐
│ BLE advertisement + GATT │
│ FTMS / Power / CSC / HR │
└────────────┬──────────────┘
│
┌────────────▼──────────────┐
│ Phone / Cycling App │
│ (Zwift, Garmin, Strava...)│
└───────────────────────────┘
Device Types
| Type | BLE Service | Characteristics |
|---|---|---|
| FTMS smart trainer | 0x1826 | FM Feature, Indoor Bike Data (notify), Control Point (write/indicate), Status, Resistance/Power ranges |
| Cycling Power | 0x1818 | Power/Cadence measurement, wheel & crank data |
| Speed/Cadence (CSC) | 0x1816 | Wheel & crank revolution counters |
| Heart Rate | 0x180D | HR measurement, body sensor location, battery |
Quick Start
Prerequisites
- Linux with BlueZ ≥ 5.87 (bluetoothd) and a BLE-capable adapter
BlueZ 5.86 has an advertisement-registration bug; on kernels with strict MGMT validation every
RegisterAdvertisementfails. Upgrade first:sudo pacman -S bluez && sudo systemctl restart bluetooth(Arch) /sudo apt install bluez(Debian). - Node.js ≥ 18
1. Native install
npm install
npm run setup # sudo — installs D-Bus policy, enables bluetoothd, verifies GATT
npm run build
npm run start:http # HTTP mode on :3300 (or npm start for stdio)
npm run setup writes /etc/dbus-1/system.d/ble-simulator.conf — required for non-root GATT registration (without it the device advertises but cannot be connected).
2. Docker Compose (recommended for servers)
bash scripts/docker-up.sh # host prep (sudo, once) + build + start
| URL | Purpose |
|---|---|
http://<host>:3300/mcp |
MCP endpoint |
http://<host>:3330/ |
Web dashboard |
http://<host>:3330/skill/SKILL.md |
Operation skill (for agents) |
http://<host>:3330/help |
Dashboard help page |
Zero-compile build (better-sqlite3 prebuilt binary); on restricted networks use a mirror:
NPM_REGISTRY=https://registry.npmmirror.com \
BETTER_SQLITE3_BINARY_HOST_MIRROR=https://registry.npmmirror.com/-/binary/better-sqlite3 \
bash scripts/docker-up.sh
Management: bash scripts/docker-up.sh status|logs|down
MCP Tools (17)
| Tool | Purpose |
|---|---|
ble_start / ble_stop / ble_restart |
Start / stop / restart a simulation |
ble_status |
Controller state + active config + live device state (phase/power/cadence/HR) |
ble_configure |
Update config — hot-updates in place if running with the same device type |
ble_get_config |
Current/latest config as JSON (form backfill) |
ble_save_config |
Save current params as a named preset (max 20) |
ble_list_configs / ble_get_config_detail |
List / view saved presets |
ble_rename_config / ble_delete_config |
Rename / delete a preset |
ble_set_interaction / ble_clear_interactions |
Custom BLE write-response rules |
ble_list_sessions / ble_get_session |
Session history / detail |
ble_get_logs |
Persistent communication logs (connect/write/notify/error) |
ble_get_version |
MCP + Skill versions, changelog, Skill URL (for update detection) |
Example
{
"method": "tools/call",
"params": {
"name": "ble_start",
"arguments": {
"deviceType": "ftms",
"ftms": { "simulation": { "enabled": true, "scenario": { "type": "ride_script" } } }
}
}
}
Dynamic Simulation
Enable via simulation on FTMS / CyclingPower / CSC:
"simulation": {
"enabled": true,
"riderWeightKg": 75, "bikeWeightKg": 8, "crr": 0.004, "cdA": 0.35,
"fatigueFactor": 0.0005, "cadenceCoupling": "proportional", "microPauseProbability": 0.008,
"autoStart": true,
"scenario": { "type": "ride_script" }
}
| Param | Default | Description |
|---|---|---|
enabled |
false |
Master switch |
riderWeightKg / bikeWeightKg |
75 / 8 | Speed physics (rider+bike mass) |
crr / cdA |
0.004 / 0.35 | Rolling resistance / drag area |
fatigueFactor |
0 | Power decay per minute (0 = none) |
cadenceCoupling |
proportional |
proportional / inverse / independent |
microPauseProbability |
0.005 | Per-tick coasting pauses |
autoStart |
false (ride_script defaults on) |
Start riding without an app sending Start |
scenario |
freeride |
Riding scenario (below) |
Scenarios
steady— natural micro-variation onlyfreeride(default) — base power drifts ±20% every 60–180sintervals— high/low power alternationwarmup_main_cooldown— warmup → main → cooldownride_script— scripted ride: a sequence of riding actions (start / cruise / climb / sprint / coast / stop), each with target power, grade and optional cadence; auto-starts, loops withrepeat: true,stopzeroes power/cadence/speed. Omitphasesto use the built-in default script.
Hot Update & Stable Serial
- Hot update:
ble_configurewhile running + same device type applies params in place — the connected phone keeps its link and receives updated values on the next notify. Device-type changes still restart (new serial forces re-discovery). - Stable serial:
SIM_SERIAL_STABLE=1keeps the serial stable across same-type sessions (SIM001-FTMS), so a phone can reconnect after stop/start without forgetting the device.
Environment Variables
| Var | Default | Description |
|---|---|---|
MCP_TRANSPORT |
stdio |
stdio or http |
MCP_PORT / MCP_HOST |
3300 / 0.0.0.0 |
HTTP listen address |
SIM_DEVICE_PREFIX |
OPEN_RIDE |
Advertised name prefix |
SIM_INSTANCE_ID_MODE |
— | Instance ID mode for the device name |
SIM_SERIAL_STABLE |
unset | 1 = stable serial for same-type sessions |
SKILL_PUBLIC_URL |
/skill/SKILL.md |
Public Skill URL (returned by ble_get_version) |
Source Layout
src/
├── index.ts # entry, lifecycle
├── mcp-server.ts # 17 MCP tool definitions & handlers
├── ble-controller.ts # BlueZ D-Bus lifecycle, advertisement, hot-update
├── database.ts # SQLite layer (sessions / saved_configs / logs)
├── config.ts # config merge & defaults
├── version.ts # version single-source
├── simulator.ts # HeartRate / Battery simulators
├── cycling-simulator.ts # power/cadence simulators + physics + ride_script engine
└── devices/ # heart-rate / cycling-power / csc / ftms GATT devices
BLE peripheral access runs over the host BlueZ D-Bus (the container mounts the host D-Bus socket). See docs/design/*.md for design records.
License
MIT © BLE Simulator Contributors
Recommended Servers
playwright-mcp
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots without requiring vision models or screenshots.
Magic Component Platform (MCP)
An AI-powered tool that generates modern UI components from natural language descriptions, integrating with popular IDEs to streamline UI development workflow.
Audiense Insights MCP Server
Enables interaction with Audiense Insights accounts via the Model Context Protocol, facilitating the extraction and analysis of marketing insights and audience data including demographics, behavior, and influencer engagement.
VeyraX MCP
Single MCP tool to connect all your favorite tools: Gmail, Calendar and 40 more.
graphlit-mcp-server
The Model Context Protocol (MCP) Server enables integration between MCP clients and the Graphlit service. Ingest anything from Slack to Gmail to podcast feeds, in addition to web crawling, into a Graphlit project - and then retrieve relevant contents from the MCP client.
Kagi MCP Server
An MCP server that integrates Kagi search capabilities with Claude AI, enabling Claude to perform real-time web searches when answering questions that require up-to-date information.
Neon Database
MCP server for interacting with Neon Management API and databases
E2B
Using MCP to run code via e2b.
Exa Search
A Model Context Protocol (MCP) server lets AI assistants like Claude use the Exa AI Search API for web searches. This setup allows AI models to get real-time web information in a safe and controlled way.
Qdrant Server
This repository is an example of how to create a MCP server for Qdrant, a vector search engine.