io.github.furkanisikay/ardupilot-mcp
Diagnoses ArduPilot DataFlash flight logs over the Model Context Protocol.
MCP server · by furkanisikay
About
io.github.furkanisikay/ardupilot-mcp is an MCP server published by furkanisikay. Marketplaces we read that list it: 2 (Official MCP Registry, Community GitHub marketplaces). We first saw it on 2026-10-11 and have recorded no change since. As of our marketplace pass on 2026-10-13.
What it asks for
- Runs on your machine
None of the marketplaces we read publishes its tools or the settings it asks for.
What it declares, asks for and runs, in full
Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.
Package
PyPI ardupilot-mcp (ardupilot-mcp on PyPI)
- PyPI downloads/week: 797 (2026-10-13)
- PyPI downloads/month: 556 (2026-10-13)
- Latest version on PyPI: 0.1.2, published 2026-06-14
No known vulnerabilities in OSV for 0.1.2 (checked 2026-10-13)
PyPI facts come from pypi.org, PyPI downloads from pypistats.org. Each figure is the registry's own and is never added to another. A registry that publishes no figure shows none: no number is not zero. Vulnerability records come from OSV.dev (CC BY 4.0) and concern the declared version only; a listing that declares no version gets no answer. We do not scan code.
Works with
- Claude Code
- Codex
- Cursor
- VS Code
- Copilot CLI
A one-click link opens the client, which asks you to confirm before it adds the server.
From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.
Connect
Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.
As a local MCP server: PyPI package
Built from what Official MCP Registry declares.
claude mcp add --transport stdio ardupilot-mcp -- uvx ardupilot-mcp[mcp_servers.ardupilot-mcp]
command = "uvx"
args = ["ardupilot-mcp"]{
"mcpServers": {
"ardupilot-mcp": {
"command": "uvx",
"args": [
"ardupilot-mcp"
]
}
}
}As a Claude Code plugin
Built from what Community GitHub marketplaces declares.
/plugin marketplace add furkanisikay/ardupilot-mcp
/plugin install ardupilot-mcp@ardupilot-toolsWhere it is published
| Marketplace | Status | Version | Figures | Verified | First seen |
|---|---|---|---|---|---|
| Official MCP Registry (Open the registry record) | Listed | 0.1.2 | Downloads/month (PyPI): 556 Downloads/week (PyPI): 797 Forks (GitHub): 3 Stars (GitHub): 4 |
Not marked |
Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.
Also listed in one community marketplace
| Marketplace | Repository | Stars (GitHub) |
|---|---|---|
| ardupilot-tools | furkanisikay/ardupilot-mcp | 4 |
What the bundle contains
As published on Community GitHub marketplaces.
MCP servers: 1
ardupilot-mcp
Commands: 1
diagnose
What changed
- Appeared on a new marketplace: Community GitHub marketplaces
- Community GitHub marketplaces: appeared
Similar plugins
Products whose own names, descriptions, tools and skills are closest in meaning to this one, on every marketplace we read. Closeness is ranked within this list only.
-
flight-logger-mcp io.github.CSOAI-ORG/flight-logger-mcp
Flight Logger MCP Server by MEOK AI Labs
-
inav-mcp io.github.starlordz12/inav-mcp
MCP server for iNAV flight-controller configuration and diagnostics
-
ardupilot-mavlink-mcp io.github.rmeadomavic/ardupilot-mavlink-mcp
Live ArduPilot control over MAVLink: state, params, modes, prearm diagnosis, gated arm. SITL-first.
-
airspace-monitor-mcp io.github.CSOAI-ORG/airspace-monitor-mcp
Airspace Monitor MCP Server by MEOK AI Labs
-
fr24api-mcp io.github.Flightradar24/fr24api-mcp
MCP server providing access to the Flightradar24 API for real-time and historical flight data
-
drone-airspace-governance-mcp io.github.CSOAI-ORG/drone-airspace-governance-mcp
Drone Airspace Governance MCP Server by MEOK AI Labs
-
AI-native MCU debugging and observability through probes, symbols, RTOS, logs, and build tools.
-
Execute adsb-flight-tracker-mcp
Premium agentic endpoint for adsb-flight-tracker-mcp.
-
logmcp io.github.kascada/logmcp
MCP server — read-only log access for AI assistants, without giving AI shell access.
-
log-analyzer-mcp io.github.Fato07/log-analyzer-mcp
AI-powered log analysis - parse, search, extract errors across 9+ formats
Similar plugins by marketplace
The same question asked of one marketplace at a time: is there an analog of this plugin there?
Has a listing on Claude Code: claude-plugins-community (5)
-
mdk-mcp-server io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
-
artillery-mcp io.github.kosiakMD/artillery-mcp
MCP server for Artillery 2.x — full flags, Fargate, raw-text parser, project launcher (MIT)
-
mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
-
Tail and display MCP server stderr logs in real time. mcpl monitors log files for all configured MCP servers or a specific server, streaming output with timestamps, server name…
-
An MCP server for Reactotron enabling Claude to read logs, inspect app state, monitor network requests, and trigger custom commands in your React or React Native app.
Has a listing on Claude Code: claude-plugins-official (5)
-
mdk-mcp-server io.github.SAP/mdk-mcp-server
Model Context Protocol (MCP) server for AI-assisted development of MDK applications.
-
firebase-mcp io.github.firebase/firebase-mcp
Gives AI development tools Firebase-specific capabilities and expertise.
-
mcp-server io.github.cap-js/mcp-server
Model Context Protocol (MCP) server for AI-assisted development of CAP applications.
-
MCP server for terminal commands, file operations, and process management
-
Detect an MCP server's language (Python, TypeScript or Go) and instrument it with the matching Pendo SDK so MCP tool calls flow into Pendo Agent Analytics.
Has a listing on Claude: knowledge-work-plugins (5)
-
MCP server for terminal commands, file operations, and process management
-
Figma design platform integration. Access design files, extract component information, read design tokens, and translate designs into code. Bridge the gap between design and…
-
Hosted MCP server for AI-assisted Grafana Cloud observability — no local installation required.
-
Official SigNoz plugin for MCP setup, docs, queries, dashboards, and alerts
-
Use Datadog directly in Claude Code through a preconfigured Datadog MCP server. Query logs, metrics, traces, dashboards, and more through natural conversation. This plugin is in…
Has a listing on Codex: openai-curated (openai/plugins) (5)
-
Skills for NVIDIAs ecosystem spans GPU acceleration, CUDA, AI agents, inference, robotics, Physical AI, Omniverse, and simulation. This plugin helps you understand the pieces…
-
Available for US1 customers only. Analyze, investigate, and act on your Datadog telemetry directly from ChatGPT using natural language. Ask questions about your production…
-
Test Android apps with emulator workflows for reproduction, screenshots, UI inspection, log capture, and performance profiling.
-
Inspect recent issues and events in Sentry from Codex.
-
CrowdStrike Falcon Foundry development skills for building cybersecurity applications on the Falcon platform. Includes UI development, collections, functions, workflows, API…
Has a listing on Community GitHub marketplaces (5)
-
flightaware-mcp io.github.chrischall/flightaware-mcp
Live flight tracking and aviation data via FlightAware AeroAPI (flights, airports, alerts).
-
dynatrace-managed-mcp io.github.dynatrace-oss/dynatrace-managed-mcp
MCP server for Dynatrace Managed to access logs, events, and metrics.
-
Mobile device interaction automation via MCP
-
Live runtime data from a running Flutter app: exceptions, logs, network, frames, diagnosis.
-
Hosted MCP server and Agent Skills for specs, engineering threads, and project memory.
Has a listing on Copilot CLI: github/awesome-copilot (5)
-
Complete toolkit for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk. Includes instructions for best practices, a…
-
Complete toolkit for building Model Context Protocol (MCP) servers in TypeScript/Node.js using the official SDK. Includes instructions for best practices, a prompt for generating…
-
Safe BLE diagnostics, evidence workflows, and guarded automation for AI agents.
-
Complete toolkit for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library. Includes instructions for best…
-
Build high-performance Model Context Protocol servers in Rust using the official rmcp SDK with async/await, procedural macros, and type-safe implementations.
Has a listing on Copilot CLI: github/copilot-plugins (5)
-
mcp-apps
Generate MCP App widgets for MCP tools. Produces self-contained HTML widgets using the MCP Apps protocol.
-
Build Power Apps Canvas Apps using the Canvas Authoring MCP server.
-
Toolkit for building Microsoft 365 Copilot declarative agents — scaffolding, JSON manifest development, and capability configuration.
-
Analyze MSVC build performance using vcperf.exe and ETL traces.
-
Navigate and interact with your C++ code using the Microsoft C++ Language Server.
Has a listing on Cursor: cursor/plugins (5)
-
Build apps, scripts, and automations with the TypeScript SDK.
-
Let Grok Bot reach MCP servers on your private Tailscale network. Sign in to Tailscale to connect your tailnet; Grok Bot joins it as one tagged device and only reaches the hosts…
-
CLI-backed repo compatibility scans plus agents that audit startup, validation, and docs against reality.
-
Fan large tasks out across parallel cloud agents with planners, workers, verifiers, and structured handoffs.
-
playwright-mcp io.github.microsoft/playwright-mcp
Playwright Tools for MCP
Has a listing on Docker MCP Catalog (5)
-
MCP server for Polar Signals Cloud continuous profiling platform, enabling AI assistants to analyze CPU performance, memory usage, and identify optimization opportunities in…
-
mcp_server_ros_2 io.github.wise-vision/mcp_server_ros_2
View ROS 2 nodes and topics, and call services and actions via MCP
-
Official Arm MCP server for code migration, optimization, and Arm architecture guidance
-
mcp-victorialogs io.github.VictoriaMetrics-Community/mcp-victorialogs
MCP Server for VictoriaLogs. Provides integration with VictoriaLogs API and documentation
-
Dynatrace-mcp io.github.dynatrace-oss/Dynatrace-mcp
[DEPRECATED] Dynatrace MCP Server. Migrate to dynatrace-for-ai or Dynatrace Remote MCP Server.
Has a listing on Official MCP Registry (5)
-
flight-logger-mcp io.github.CSOAI-ORG/flight-logger-mcp
Flight Logger MCP Server by MEOK AI Labs
-
inav-mcp io.github.starlordz12/inav-mcp
MCP server for iNAV flight-controller configuration and diagnostics
-
ardupilot-mavlink-mcp io.github.rmeadomavic/ardupilot-mavlink-mcp
Live ArduPilot control over MAVLink: state, params, modes, prearm diagnosis, gated arm. SITL-first.
-
airspace-monitor-mcp io.github.CSOAI-ORG/airspace-monitor-mcp
Airspace Monitor MCP Server by MEOK AI Labs
-
fr24api-mcp io.github.Flightradar24/fr24api-mcp
MCP server providing access to the Flightradar24 API for real-time and historical flight data
Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.
Is this your plugin?
Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.
Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Data comes from public marketplace files in GitHub repositories of their authors. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.