shack-mcp
An MCP server that lets an LLM operate an amateur radio shack: query live APRS traffic, predict satellite passes, schedule SDR captures, and monitor FT8/WSPR band activity.
README
shack-mcp
Give Claude a ham radio. An MCP server that lets an LLM operate an amateur radio shack: query live APRS traffic, predict satellite passes, schedule SDR captures, and monitor FT8/WSPR band activity.
Status: under construction. Done: M1 (storage core), M2 (zero-hardware replay demo), M3 (live APRS: rtl_fm → direwolf → KISS TCP, plus
shack fixtures importfor your old packet dumps), M4 (Celestrak TLEs, pass prediction, Doppler —predict_passesover MCP), M5 (capture scheduling + cooperative hardware arbitration: priority leases, preemption hand-off, command queue), M6 (band-rotating FT8/WSPR monitor: slot-aligned WAV slicing, jt9/wsprd decoders, park/resume,get_band_activity). Next: M7 prompts + polish.
Why
Thousands of MCP servers exist for databases and SaaS tools. Approximately zero exist for RF. This one turns a $30 RTL-SDR and a rooftop antenna into a set of tools Claude can reason with:
"Who's been heard on 2m in the last hour? When's the next ISS pass over 30°, and which antenna should I grab? Is 20m open to Japan?"
Design
[RTL-SDR / HackRF] [Claude Code / Claude Desktop]
│ │ stdio
collector daemons (systemd) MCP server (stateless)
│ decoded frames/spots │ reads tables,
▼ ▼ enqueues commands
┌───────────── SQLite + WAL (shack.db) ─────────────┐
└────────────────────────────────────────────────────┘
- Collector daemons own the radios and write decodes to SQLite. The MCP server is a stateless query-and-command layer. No LLM calls anywhere in this repo — the model lives on the client side of the protocol.
- Replay mode is first-class: recorded fixtures let you run the entire demo (and CI) with no hardware, no antenna, and no license.
- One radio, many suitors: an RTL-SDR tunes one place at a time. Priority leases with cooperative preemption arbitrate between ambient APRS listening and scheduled satellite captures.
Quick start (no hardware needed)
git clone <repo> && cd shack-mcp
python3 -m venv .venv && .venv/bin/pip install -e '.[dev]'
cp .env.example .env
.venv/bin/shack db init
.venv/bin/shack demo # replays recorded APRS traffic and serves MCP
Then attach a client — see docs/ for Claude Code (claude mcp add) and Claude Desktop config.
Learning in public
This repo doubles as a teaching project. Each milestone has a lesson in docs/lessons/ and challenge tests: run pytest -m challenge, open the matching stub in challenges/, and implement until green. The reference implementations live in src/, so the app always works even while you're mid-challenge.
Roadmap
POCSAG, ADS-B, Meteor LRPT decode chains — the collector/decoder Protocol seams are designed for community contributions. See CONTRIBUTING (coming with M7).
License
MIT
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.
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.
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.
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
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.
E2B
Using MCP to run code via e2b.