"Free tools for file management, project structuring, planning, and coding" matching MCP connectors:
GET /v1/connectors — MCP directory API referenceMatching Connector Tools:
Real-time planetary signal engine and Model Context Protocol (MCP) server for autonomous AI agents.
MCP for SpaceTime Server APIs
Anonymous public tools for FlightSweeper. See the published agent boundary before use.
Aviation accident narratives from 128 official authorities, plus FAA wildlife, laser and drone data
Offline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.
Rocket launch schedule: SpaceX, Falcon, Electron. $0.01/query, free testnet funds.
Space weather: Kp index, solar flare flux, alerts. $0.01/query, free testnet funds.
Astronomy: sun, moon, planet, eclipse, twilight and star position calculations.
Moon phases, moon signs, full/new moon dates 1900-2100, moonrise/moonset for any coordinates.
Drone-sector market intelligence for AI agents: free briefings and profiles, licenced tracker data.
Factual sky for AIs: ISS, auroras, archives. Never confuses unexplained with extraterrestrial.
Live space data for AI agents - rocket launches, ISS passes, launch news. Free, no auth.
Free no-key search over CASA, FAA, EASA & ICAO aviation regulations. By Deepsky (deepskyai.com).
Satellite SAR analysis: ship, oil slick, building change, and time-series change detection
TLE MCP — satellite tracking via Two-Line Element sets (tle.ivanstanojevic.me, free, no auth)
CelesTrak MCP — satellite orbital elements (TLE / GP data) for any tracked object.
Launches MCP — wraps Launch Library 2 API (ll.thespacedevs.com, free, no auth)
SpaceX MCP — wraps SpaceX API v4 (free, no auth)
Spacenews MCP — wraps the Spaceflight News API v4 (free, no auth)
MAST (Mikulski Archive for Space Telescopes) — Hubble/JWST/Kepler/TESS
