MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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Drone Airspace Governance tools for AI agents. Capabilities: classify operation, bvlos risk assessment, remote id compliance. Built by MEOK AI Labs.
npm MIT -
uasloggithub.com/cognis-digital/uaslogupdated this year
Counter-UAS telemetry/log analyzer that flags drone-detection events, RF bands, and track anomalies.
NOASSERTION -
MAVLink MCP server: let Claude, Codex or any AI agent fly ArduPilot drones over MAVLink. Missions, camera vision, SITL, safety-gated. pip install mavlink-mcp
MIT ★ 6 -
flighthub2-cligithub.com/alecad/dji-flighthub2-cliupdated this year
DJI FlightHub 2 OpenAPI client, CLI and MCP server — control docks, drones, waylines, flight tasks, livestreams and 3D models from the terminal or from an AI agent.
pypi Apache Software License -
Python packages for the ResQ disaster response platform: resq-mcp (FastMCP server connecting AI agents to drone fleets and simulations) and resq-dsa (zero-dependency data structures for search and rescue).
Apache-2.0 ★ 2 -
Open, vendor-neutral data model for robot and drone telemetry (ROS 2, AMRs, cobots, drones): JSON Schemas, conformance suite, CLI and MCP server
Apache-2.0 -
Plain-English analysis of robotics, drone, and IoT data over MCP, with edge data reduction
pypi Apache-2.0 -
dronelytics-mcpgithub.com/markpdxt/dronelytics-mcpupdated this year
MCP server for US drone airspace intelligence and mission planning — 24 tools for airspace queries, mission generation, Part 107 compliance, and flight plan export
MIT ★ 3 -
Free, exact, cited calculators for pilots, drone operators, surveyors, and GIS developers: a static website (geoprims.com) and a local MCP server. Runs on your device.
MIT -
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
Apache-2.0 ★ 407 -
swarm-disaster-agentsgithub.com/barruadi/swarm-disaster-agentsupdated this year
An AI-powered autonomous drone swarm simulation for post-disaster search-and-rescue in Indonesia
★ 1 -
airspace-monitor-mcpgithub.com/csoai-org/airspace-monitor-mcpupdated this year
Airspace Monitor MCP server. Tools: check airspace, get no fly zones, get drone regulations. Built by MEOK AI Labs.
pypi MIT License -
AstraNL — protocol-governed coordination infrastructure for the AI + robot + human economy. Live MCP server, Europe-wide robot & drone database.
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wavewatchgithub.com/cognis-digital/wavewatchupdated this year
Offline RF signal reconnaissance & triage from capture files — detect, fingerprint & classify emitters (drone/Wi-Fi/BLE/GNSS) without demod. Defensive, zero-dependency, CLI + MCP.
NOASSERTION ★ 2 -
Open directory of 30,000+ devices whose protocols or firmware are already open (OpenWrt, LineageOS, coreboot, QMK, Zigbee, printers, mice, tablets, drones…), so nobody — human or AI agent — redoes the work. Website, JSON API, MCP server.
AGPL-3.0 ★ 47 -
Generate real estate listing videos from Claude, Cursor & any AI assistant. MCP server for Reel Estate — AI virtual staging, twilight photo editing, drone-style motion clips, voiceover, and one-click rendering for Instagram, TikTok & YouTube
npm MIT ★ 2 -
Generate real estate listing videos from Claude, Cursor, and any MCP client — AI virtual staging, twilight photo edits, drone-style motion clips, voiceover, and rendered property videos for Instagram, TikTok, and YouTube. Official Reel Estate MCP server.
npm MIT -
betaflight-mcpgithub.com/SebGalina/betaflight-mcpupdated this year
MCP Server to interact with Betaflight flight controllers via MSP protocol over USB/Serial — Configure, tune and monitor your FC with any MCP-compatible AI client.
MIT ★ 3 -
ardupilot-mcp-servergithub.com/hfujikawa77/ardupilot-mcp-serverupdated this year
ArduPilotドローンをAIエージェントから操作するMCPサーバーです。
GPL-3.0 ★ 9 -
resq-mcpgithub.com/resq-software/pypiupdated this year
FastMCP server exposing ResQ platform capabilities to AI clients
pypi Apache-2.0 -
macOS app that imports FPV goggle DVR clips into a dated, verified video library, with CLI & MCP
MIT -
SmartTune CLI — Multi-platform flight log analysis & tuning advisor (ArduPilot + Betaflight + PX4)
MIT ★ 33 -
skyintelgithub.com/0xchamin/skyintelupdated this year
AI-queryable MCP server for unified real-time air, sea, and space tracking — 25+ tools, agent skills, guardrails, and a 3D globe
Apache-2.0 ★ 19 -
Long-term context and insights on your time-series data, such as telemetry, logs and sensor recordings: an MCP server that lets your AI agent query it all with SQL, on your machine. CSV, Parquet, JSON Lines, ROS 2, MCAP, PX4, ArduPilot, MAVLink, CAN with DBC, MDF4, NMEA 0183/2000.
Apache-2.0 ★ 2