Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Description from the maker (original English)
Manage and live-debug LoRaWAN devices on a ChirpStack v4 network server over its gRPC API
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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.
CHIRPSTACK_SERVER, CHIRPSTACK_API_KEY, CHIRPSTACK_TOOLSETS, CHIRPSTACK_TLSValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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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": {
"chirpstack": {
"command": "uvx",
"args": [
"chirpstack-mcp-server"
],
"env": {
"CHIRPSTACK_SERVER": "your-value",
"CHIRPSTACK_API_KEY": "your-value",
"CHIRPSTACK_TOOLSETS": "your-value",
"CHIRPSTACK_TLS": "your-value"
}
}
}
}Run this in your terminal
claude mcp add chirpstack --env CHIRPSTACK_SERVER=your-value --env CHIRPSTACK_API_KEY=your-value --env CHIRPSTACK_TOOLSETS=your-value --env CHIRPSTACK_TLS=your-value -- uvx chirpstack-mcp-serverFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"chirpstack": {
"command": "uvx",
"args": [
"chirpstack-mcp-server"
],
"env": {
"CHIRPSTACK_SERVER": "your-value",
"CHIRPSTACK_API_KEY": "your-value",
"CHIRPSTACK_TOOLSETS": "your-value",
"CHIRPSTACK_TLS": "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": {
"chirpstack": {
"type": "stdio",
"command": "uvx",
"args": [
"chirpstack-mcp-server"
],
"env": {
"CHIRPSTACK_SERVER": "your-value",
"CHIRPSTACK_API_KEY": "your-value",
"CHIRPSTACK_TOOLSETS": "your-value",
"CHIRPSTACK_TLS": "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.
CHIRPSTACK_TOOLSETS envCHIRPSTACK_TLS 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 6, 2026
The registry name was verified with the GitHub account oliveres, 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.
You need to fill in: CHIRPSTACK_SERVER, CHIRPSTACK_API_KEY
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 (0.1.1) reached the registry 2 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, yontu
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.
Türkçe yazı denetimi: TDK kuralları, yapay zekâ izleri, metin türüne göre üslup.
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.
An MCP server for ChirpStack v4. It lets an AI agent (Claude Code, Claude Desktop, or any MCP client) manage a LoRaWAN network and — the part that matters while you are building a device application — debug devices live: queue a downlink, watch the uplinks and events as they arrive, iterate a payload codec, and inspect link quality, all from the coding session.
The server talks to ChirpStack's native gRPC API with a single API key. It carries no device- or vendor-specific logic.
*Real, unedited Claude Code session (2.5× speed, only the ChirpStack MCP tools): the agent reads the device profile's codec, spots the disconnected-probe sentinel in a raw uplink, deploys a fix with profile_set_codec, then waits for the device's next uplink with wait_for_event and confirms the decoded object.*
uvx chirpstack-mcp-server # run directly (needs uv: https://docs.astral.sh/uv/)
pip install chirpstack-mcp-server
| Variable | Required | Default | Meaning |
|---|---|---|---|
CHIRPSTACK_SERVER | yes | — | host:port of the ChirpStack API (the web-UI port, usually 8080) |
CHIRPSTACK_API_KEY | yes | — | API key from *ChirpStack → API keys* (tenant or global admin) |
CHIRPSTACK_TOOLSETS | no | devices, debug, applications, profiles, gateways | comma-separated toolsets, or all |
CHIRPSTACK_TLS | no | false | use TLS instead of plain HTTP/2 |
CHIRPSTACK_TRANSPORT | no | stdio | stdio or streamable-http |
CHIRPSTACK_HTTP_PORT | no | 8000 | port for streamable-http (bound to 127.0.0.1) |
claude mcp add chirpstack -e CHIRPSTACK_SERVER=192.168.1.10:8080 -e CHIRPSTACK_API_KEY=eyJ... -- uvx chirpstack-mcp-server
{
"mcpServers": { "chirpstack": { "command": "uvx", "args": ["chirpstack-mcp-server"], "env": { "CHIRPSTACK_SERVER": "192.168.1.10:8080", "CHIRPSTACK_API_KEY": "eyJ..." } } } }
Tools are grouped so an agent only sees what it needs. Names are _ .
| Toolset | Default | Tools |
|---|---|---|
devices | yes | list, get, create, update, delete, set_keys, activate, deactivate, flush_dev_nonces, enqueue, queue_get, queue_flush, metrics |
debug | yes | server_info, capture_start, capture_read, capture_stop, capture_list, wait_for_event, device_recent_events |
applications | yes | list, get, create, update, delete, list_device_tags |
profiles | yes | list, get, create, update, delete, profile_set_codec, list_vendors, list_adr_algorithms |
gateways | yes | list, get, create, update, delete, metrics |
multicast | no | group CRUD, add/remove device, enqueue, queue_list, queue_flush |
fuota | no | deployment CRUD, start, add/remove/list devices, list_jobs |
integrations | no | integration_list/get/set/delete — one generic set for all ten ChirpStack integration kinds; integration_get redacts stored credentials unless include_secrets=true |
tenants | no | tenant CRUD, tenant users, API keys |
relay | no | relay devices and relay gateways |
Enable more with CHIRPSTACK_TOOLSETS=devices,debug,profiles,multicast or CHIRPSTACK_TOOLSETS=all. server_info is the first call an agent should make to check the connection and the API key; its chirpstack_version/regions fields may come back null/empty since ChirpStack only serves those to a logged-in user session, never to an API key.
ChirpStack keeps the last ~10 events per device and streams new ones. The debug toolset turns that into something an agent can use between tool calls:
capture_start(target, kind) opens a background stream (events or frames for a device, gateway_frames for a gateway) into a 500-item ring buffer and returns a session_id.device_enqueue(dev_eui, f_port, data_hex=...) queues the downlink.capture_read(session_id, since_seq) returns everything that arrived since the last read — decoded uplinks (f_port, f_cnt, data_hex, codec object, per-gateway rssi/snr), ack/txack for the downlink, log entries when something went wrong.capture_stop(session_id) when done. Idle sessions expire after 30 minutes.For quick looks: wait_for_event(dev_eui, timeout_s) blocks up to 60 s for the next live event — it only returns events newer than the moment it was called, never the history ChirpStack replays; device_recent_events(dev_eui) returns that history without keeping a session.
Class A devices only receive a downlink after their next uplink; Class C devices get it right away.
device_get hides root keys unless asked with include_keys=true.device_get/multicast_get hide session keys unless include_keys=true.integration_get redacts stored credentials unless include_secrets=true. is reserved: integration_set/multicast_update keep the stored value wherever it appears (so an edited _get result can be handed straight back), and integration_set/multicast_create refuse it when there is nothing to keep.CHIRPSTACK_TLS=true (behind a TLS-terminating proxy that speaks gRPC) or a VPN elsewhere.streamable-http has no authentication of its own and binds to 127.0.0.1. Do not expose it on a public interface.Host/Origin headers (DNS-rebinding protection), so a web page in the operator's browser cannot open an MCP session against the loopback listener.destructiveHint) so MCP clients can ask before running them.tenants toolset lets the agent mint API keys; api_key_create returns the new token once, in its result.uv sync
uv run pytest # unit tests uv run ruff check . && uv run pyright tests/integration/up.sh # throwaway ChirpStack in Docker + API key set -a; . .integration/env; set +a uv run pytest -m integration tests/integration/down.sh
Design notes live in docs/design.md.
MIT © Oldřich Švéda