"Using Excel to Read and Import Data" matching MCP servers:

Cosmik — Live Space Data
Aerospace & Astrodynamics Research & Data
crashedfox
A
license
A
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.
Updated a month ago (2026-07-24 07:44 UTC)
3
MIT
Cassini Mission Plan MCP
Aerospace & Astrodynamics Databases
robconery
A
license
Not graded
quality
B
maintenance
A read-only MCP server over the Cassini-Huygens mission dataset exposing tools for querying activity data such as listing, searching, counting, aggregating, and timeline analysis.
Updated 2 months ago (2026-06-19 20:31 UTC)
1
MIT
propagation-mcp
Aerospace & Astrodynamics Weather Services
rmp
A
license
A
quality
A
maintenance
MCP server that exposes NOAA/SWPC HF band-condition and space-weather tools, providing real-time solar indices, band conditions, forecasts, alerts, solar wind, and X-ray flux for ham radio operators.
Updated 9 days ago (2026-08-16 19:32 UTC)
6
0
MIT
Who's in Space
Aerospace & Astrodynamics Location Services
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.
Updated a month ago (2026-07-10 16:46 UTC)
3
MIT
mavlink-mcp
Aerospace & Astrodynamics Autonomous Agents
hieutachi
A
license
A
quality
C
maintenance
Connects AI agents to MAVLink drones (PX4, ArduPilot) via a capability layer with safety guardrails, enabling telemetry, flight control, and mission management through natural language.
Updated 7 days ago (2026-08-18 04:00 UTC)
12
1
MIT
solar-mcp
Weather Services Aerospace & Astrodynamics
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.
Updated 2 months ago (2026-06-15 20:25 UTC)
7
2
GPL 3.0
SkyQuery
Aerospace & Astrodynamics Open Data Research & Data
KarthikSubramanian07
A
license
A
quality
B
maintenance
A local, open-source MCP server that wraps astronomy data services (SIMBAD, JPL Horizons, VizieR, etc.) behind a conversational interface, enabling AI assistants to answer astronomy questions with real, typed, and provenance-tracked data.
Updated 12 days ago (2026-08-13 09:14 UTC)
13
MIT
orbit-sentinel-mcp
Aerospace & Astrodynamics Search Government Data
Viventine-Space
A
license
A
quality
B
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.
Updated 9 days ago (2026-08-16 11:52 UTC)
21
1
MIT
dronelytics
Aerospace & Astrodynamics Government Data Location Services
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.
Updated 4 months ago (2026-04-23 18:33 UTC)
25
3
MIT
gmat-mcp-server
Aerospace & Astrodynamics Code Execution
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.
Updated 2 months ago (2026-06-11 09:11 UTC)
5
1
ISC
iNAV MCP Server
Embedded system Aerospace & Astrodynamics
starlordz12
A
license
A
quality
A
maintenance
Enables configuration, diagnostics, and troubleshooting of iNAV fixed-wing flight controllers over USB via Claude.
Updated 24 days ago (2026-08-01 01:35 UTC)
35
2
MIT
fluent-mcp-server
Documentation Access Aerospace & Astrodynamics
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.
Updated 10 months ago (2025-11-03 10:46 UTC)
3
9
MIT
EMS MCP Server
Monitoring Aerospace & Astrodynamics Search
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.
Updated 2 months ago (2026-06-18 05:18 UTC)
10
MIT
openfoam-mcp
Aerospace & Astrodynamics Research & Data Testing & QA Tools
kimlnw
A
license
A
quality
C
maintenance
Turns any MCP client into an OpenFOAM setup and debugging co-pilot, enabling case scaffolding, dictionary edits, mesh sizing, inlet turbulence calculations, and solver-log convergence checks through natural language.
Updated 2 days ago (2026-08-23 15:39 UTC)
20
MIT
AFSIM MCP Server
Aerospace & Astrodynamics Autonomous Agents
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.
Updated 3 months ago (2026-05-20 09:46 UTC)
37
21
MIT
Vedaksha
Aerospace & Astrodynamics Research & Data
arthiqlabs
F
license
A
quality
A
maintenance
Vedaksha MCP Server Astronomical ephemeris and Vedic astrology computation for AI agents via the Model Context Protocol.
Updated 2 days ago (2026-08-23 06:36 UTC)
17
2
MCP-Server-for-CFD
Aerospace & Astrodynamics Data Visualization
DaveFan-NCHC
F
license
A
quality
D
maintenance
Provides aerodynamic analysis tools through MCP, enabling geometry generation, meshing, CFD solving, and visualization for 2D airfoils.
Updated 2 months ago (2026-06-15 01:01 UTC)
7
brahe-mcp
Aerospace & Astrodynamics Research & Data
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.
Updated a month ago (2026-07-22 21:50 UTC)
51
1
MIT
satellite-anomaly-mcp
Aerospace & Astrodynamics Observability Autonomous Agents
Litheshan07
A
license
A
quality
B
maintenance
MCP server for autonomous satellite telemetry classification, anomaly detection, and fault isolation, with safety envelope arbitration and NitroCloud deployment.
Updated 24 days ago (2026-08-01 05:55 UTC)
7
MIT
pycycle-mcp
Aerospace & Astrodynamics Research & Data
cmudrc
A
license
A
quality
B
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.
Updated 7 days ago (2026-08-18 02:43 UTC)
10
2
MIT