"Vector Database" matching MCP servers:

Provides LLM access to the Event Monitoring System (EMS) API for comprehensive flight data analytics and monitoring. It enables users to query flight records, retrieve time-series analytics, and explore aircraft assets or database hierarchies.

Enables users to access a local ephemeris database of 111 Chinese remote-sensing satellites, including catalog data, TLE history, sensors, and transit windows, via Streamable HTTP for SIRIAgent.

Enables searching a local FAA Releasable Airmen Database for certificate, rating, instructor, remote pilot, and informational medical records, with identity verification and reference lookup tools accessible over STDIO or Streamable HTTP.