"IBM MCP Context Forge - Model Context Protocol Gateway Tool" matching MCP servers:

• pycycle-mcp

  cmudrc

  A

  license

  -

  quality

  C

  maintenance

  Model Context Protocol server for pyCycle/OpenMDAO engine-cycle workflows, enabling lifecycle management, variable inspection, execution, sweeps, and integration with CPACS aircraft analysis pipelines.

  Last updated 2026-07-12

  2

  MIT

• dymola-mcp-server

  simonluke

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to load, translate, simulate, and analyze Modelica models in Dymola via the Model Context Protocol.

  Last updated 2026-06-14

  MIT

• Spaceflight News MCP

  pipeworx-io

  A

  license

  -

  quality

  C

  maintenance

  Enables AI agents to access spaceflight news data through the Pipeworx MCP gateway, allowing natural language queries for space-related articles and updates.

  Last updated 2026-06-10

  8

  MIT

• Astro Agent

  Aamish-001

  A

  license

  -

  quality

  C

  maintenance

  Provides live astronomical telemetry and space data, including ISS tracking, NASA APOD, and solar weather, via a Model Context Protocol server with SSE and JSON-RPC support.

  Last updated 2026-07-05

  MIT

• Satellite Tracking MCP Server

  MCP-Mirror

  A

  license

  -

  quality

  -

  maintenance

  Provides access to real-time satellite tracking data using the N2YO API, enabling users to get satellite positions, predict visible passes, search satellites by name or category, and retrieve TLE orbital data.

  Last updated 2025-06-25

• SWMF MCP Server

  KehengZhu

  F

  license

  -

  quality

  D

  maintenance

  SWMF MCP Server enables AI agents to work with the Space Weather Modeling Framework (SWMF) through tools for context, evidence, artifact inspection, and comparison. It includes task-specific skills for explanation, configuration, building, running, debugging, and analysis.

  Last updated 2026-06-14

  1

• Who's in Space

  andresapitt

  A

  license

  A

  quality

  C

  maintenance

  Provides AI assistants with live information about who is currently in space and the location of the ISS, using the free Open Notify API.

  Last updated 2026-07-10

  3

  MIT

• solar-mcp

  qso-graph

  A

  license

  A

  quality

  D

  maintenance

  MCP server for space weather and HF propagation conditions — live solar flux, Kp index, DSCOVR solar wind, X-ray flux, alerts, 27-day forecast, and band-by-band outlook through any MCP-compatible AI assistant.

  Last updated 2026-06-15

  7

  2

  GPL 3.0

• orbit-sentinel-mcp

  Viventine-Space

  A

  license

  A

  quality

  A

  maintenance

  Search 419,000+ LLM-extracted space regulatory filings from the FCC, ITU, UNOOSA, and FAA. Semantic search, entity dossiers, spectrum-band holdings, launch licenses, filing trends, and alerts.

  Last updated 2026-07-17

  10

  21

  1

  MIT

• 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

  B

  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

  C

  maintenance

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

  Last updated 2026-05-08

  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

  B

  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

• Aerospace MCP

  cheesejaguar

  A

  license

  B

  quality

  B

  maintenance

  Enables flight planning and aviation operations through intelligent airport resolution, great-circle route calculation, and aircraft performance estimation. Supports 28,000+ airports worldwide and 190+ aircraft types for comprehensive flight planning via natural language.

  Last updated 2026-07-18

  46

  4

  MIT

• Pterasim MCP Server

  Three-Little-Birds

  A

  license

  B

  quality

  D

  maintenance

  Enables wing simulation and aerodynamic analysis for pterosaur-inspired flight models. Provides lift, drag, and thrust calculations through the pterasim module with analytical fallbacks when the native module is unavailable.

  Last updated 2025-11-13

  1

  MIT