Ardupilot MCP runs on your own machine — the client starts it, so there is no endpoint to ping. 243 installs a week from pypi. Last commit 18 Oct 2026.
Diagnoses ArduPilot flight logs (.bin and .tlog) over the Model Context Protocol.
Today is the operative word: we check Ardupilot MCP every 15 minutes and re-read its code on every release. Watch it and you find out the day that stops being true.
This server runs on your own machine — install it with the package manager and the client starts it for you. Package name taken from the official registry entry.
claude mcp add ardupilot-mcp -- uvx ardupilot-mcp
{
"mcpServers": {
"ardupilot-mcp": {
"command": "uvx",
"args": [
"ardupilot-mcp"
]
}
}
}
[mcp_servers.ardupilot-mcp]
command = "uvx"
args = ["ardupilot-mcp"]
{
"mcpServers": {
"ardupilot-mcp": {
"command": "uvx",
"args": [
"ardupilot-mcp"
]
}
}
}
{
"servers": {
"ardupilot-mcp": {
"type": "stdio",
"command": "uvx",
"args": [
"ardupilot-mcp"
]
}
}
}
A Model Context Protocol (MCP) server for Prometheus monitoring
A Model Context Protocol (MCP) server for Prometheus Alertmanager
Trace code history, commit reasoning, and PR context directly from Git logs.
Record browser bugs - frames, clicks and console logs - and hand them to your AI over MCP.
Control fldigi (amateur-radio digital modes) over XML-RPC: modem, frequency, rig, log, transmit.
Persistent memory for AI agents — log and recall conversation context over MCP.
Load testing and synthetic monitoring platform: test with Playwright, Browser Bot, or Protocol Bots.
Local MCP proxy for tool restrictions, response redaction, audit logs, and database schema context.
Answers built from our own checks of this server.