"Tools or methods to help determine a technology stack" matching MCP servers:

• astrodynamics-mcp

  astro-tools

  A

  license

  -

  quality

  B

  maintenance

  An MCP server that equips LLM clients with authoritative astrodynamics tools including TLE/SGP4 propagation, Lambert solving, ground-station access, time-scale and coordinate-frame conversions, and more.

  Last updated 2026-06-07

  1

  MIT

• NASA MCP Server

  BACH-AI-Tools

  A

  license

  B

  quality

  D

  maintenance

  Provides standardized access to 20+ NASA data sources including astronomy pictures, Mars rover photos, near-Earth objects, satellite imagery, space weather, and planetary data through a unified interface optimized for AI consumption.

  Last updated 2025-12-04

  23

  3

  ISC

• dronelytics

  markpdxt

  A

  license

  A

  quality

  C

  maintenance

  US drone airspace intelligence and mission planning. 24 MCP tools: check airspace restrictions across 11 FAA data layers, plan grid/orbit/corridor surveys, validate Part 107 compliance, generate pre-flight briefings, and export to KML/GPX/QGC/Litchi/WPML.

  Last updated 2026-04-23

  25

  3

  MIT

• gmat-mcp-server

  ginomoretta-creator

  A

  license

  A

  quality

  B

  maintenance

  Enables AI agents to autonomously write, run, and debug NASA GMAT mission scripts, with tools for script execution, curated knowledge of common pitfalls, and semantic documentation search.

  Last updated 2026-06-11

  5

  ISC

• fluent-mcp-server

  jiweiqi

  A

  license

  A

  quality

  F

  maintenance

  Provides smart URL navigation to ANSYS Fluent documentation, enabling AI assistants to quickly find relevant help pages and manual sections.

  Last updated 2025-11-03

  3

  9

  MIT

• EMS MCP Server

  mattsq

  A

  license

  A

  quality

  C

  maintenance

  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.

  Last updated 2026-06-18

  10

  MIT

• AFSIM MCP Server

  Yookio-Z

  A

  license

  A

  quality

  D

  maintenance

  Enables LLMs and AI agents to interact with AFSIM through standardized MCP tools for scenario management, entity/component control, simulation execution, and results analysis.

  Last updated 2026-05-20

  37

  18

  MIT

• brahe-mcp

  duncaneddy

  A

  license

  A

  quality

  B

  maintenance

  Exposes the astrodynamics capabilities of the Brahe library enabling language models to perform space situational awareness and astrodynamics calculations.

  Last updated 2026-07-22

  51

  1

  MIT

• MCP TypeScript NASA Server

  jezweb

  A

  license

  A

  quality

  F

  maintenance

  Provides seamless integration with NASA's public APIs, enabling AI assistants to access space and astronomy data including APOD, Mars rover photos, Near-Earth Objects, space weather events, and Earth imagery.

  Last updated 2025-08-10

  5

  38

  MIT

• OpenVSP MCP Server

  Three-Little-Birds

  A

  license

  A

  quality

  D

  maintenance

  Enables automated geometry editing and aerodynamic analysis using OpenVSP and VSPAero through natural language. Provides tools to modify aircraft geometry parameters and run computational fluid dynamics simulations programmatically.

  Last updated 2025-11-13

  3

  4

  MIT

• kos-telnet-mcp

  lietblue

  F

  license

  A

  quality

  C

  maintenance

  This MCP server enables AI agents to control kOS computers in Kerbal Space Program, providing tools for scripting, telemetry, and simulation management via telnet and file system integration.

  Last updated 2026-06-12

  100

• satellite-mcp

  badchars

  A

  license

  B

  quality

  B

  maintenance

  Full-spectrum GEOINT server with 171 tools covering satellite imagery, aircraft tracking, maritime surveillance, military intelligence, conflict monitoring, environmental analysis, critical infrastructure, sanctions compliance, and cyber-geo intelligence from open-source data.

  Last updated 2026-07-06

  100

  21

  1

  MIT

• Yamcs MCP Server

  PaulMRamirez

  A

  license

  B

  quality

  D

  maintenance

  Enables AI assistants to interact with Yamcs mission control systems through natural language, providing tools and resources for telemetry, commands, links, storage, instances, and alarms.

  Last updated 2025-10-27

  34

  3

  MIT

• viznoir

  kimimgo

  A

  license

  B

  quality

  B

  maintenance

  Viznoir empowers AI agents to directly analyze and visualize complex 3D scientific and engineering data in cinematic resolution using a fully headless VTK engine. It enables LLMs to seamlessly execute advanced physical analysis, 3D rendering, and generate publication-ready animations purely through natural language commands.

  Last updated 2026-07-27

  23

  18

  MIT
• 

  spedas-mcpofficial

  spedas

  A

  license

  B

  quality

  C

  maintenance

  Unified SPEDAS-oriented MCP server for Claude Code and Codex agents, providing tools to discover and fetch heliophysics and planetary science data from CDAWeb, NASA PDS, and SPICE kernels.

  Last updated 2026-07-14

  21

  2

  MIT

• XFOIL MCP Server

  Three-Little-Birds

  A

  license

  B

  quality

  D

  maintenance

  Enables aerodynamic analysis through XFOIL polar computations. Provides typed models and tools to run airfoil performance analyses from agents or automation workflows.

  Last updated 2025-11-13

  1

  MIT

• Cosmik — Live Space Data

  crashedfox

  A

  license

  -

  quality

  B

  maintenance

  Live space data for AI agents: upcoming rocket launches (SpaceX, NASA, Rocket Lab…), ISS pass predictions for any city or coordinates (live SGP4), and launch news in 7 languages. Read-only, no auth, no API key. Backed by gocosmik.com — the free real-time 3D satellite tracker.

  Last updated 2026-07-24

  MIT
• 

  Flight Logger MCPofficial

  CSOAI-ORG

  A

  license

  -

  quality

  A

  maintenance

  Flight Logger - MCP server providing AI-powered tools and automation by MEOK AI Labs

  Last updated 2026-06-15

  1

  MIT

• SpaceX MCP

  rftsngl

  A

  license

  -

  quality

  D

  maintenance

  Provides access to live SpaceX data including latest launches, upcoming launches, and company information through the SpaceX API.

  Last updated 2025-10-13

  1

  MIT

• ISS Number

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Generates a unique number derived from the International Space Station's current orbital location, useful for space-derived identifiers or deterministic random seeds.

  Last updated 2026-06-02

  15

  MIT