"How to login and extract information from my B2B website" matching MCP servers:

• bhoonidhi-mcp

  geovicco-dev

  A

  license

  -Not graded

  quality

  A

  maintenance

  An MCP server that lets AI agents search, save, preview, download, and cart satellite scenes from ISRO's Bhoonidhi portal in natural language, with search and saved queries requiring no login and downloads/cart operations using an out-of-band session.

  Updated 14 hours ago (2026-08-23 03:59 UTC)

  1

  MIT

• Skyfly MCP Server

  vog01r

  A

  license

  -Not graded

  quality

  D

  maintenance

  Provides real-time aircraft tracking data from OpenSky Network combined with FAA aircraft registry information, enabling rich aviation queries that merge live flight positions with technical specifications.

  Updated 7 months ago (2026-01-13 08:30 UTC)

  1

  MIT

• propagation-mcp

  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 7 days ago (2026-08-16 19:32 UTC)

  6

  0

  MIT

• 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.

  Updated a month ago (2026-07-10 16:46 UTC)

  3

  MIT

• mavlink-mcp

  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 6 days ago (2026-08-18 04:00 UTC)

  12

  1

  MIT

• Cosmik — Live Space 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

• 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.

  Updated 2 months ago (2026-06-15 20:25 UTC)

  7

  2

  GPL 3.0

• SkyQuery

  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 10 days ago (2026-08-13 09:14 UTC)

  13

  MIT

• orbit-sentinel-mcp

  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 7 days ago (2026-08-16 11:52 UTC)

  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.

  Updated 4 months ago (2026-04-23 18:33 UTC)

  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.

  Updated 2 months ago (2026-06-11 09:11 UTC)

  5

  1

  ISC

• iNAV MCP Server

  starlordz12

  A

  license

  A

  quality

  A

  maintenance

  Enables configuration, diagnostics, and troubleshooting of iNAV fixed-wing flight controllers over USB via Claude.

  Updated 23 days ago (2026-08-01 01:35 UTC)

  35

  2

  MIT

• 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.

  Updated 10 months ago (2025-11-03 10:46 UTC)

  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.

  Updated 2 months ago (2026-06-18 05:18 UTC)

  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.

  Updated 3 months ago (2026-05-20 09:46 UTC)

  37

  21

  MIT

• Vedaksha

  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 11 hours ago (2026-08-23 06:36 UTC)

  17

  2

• MCP-Server-for-CFD

  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

  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

  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 23 days ago (2026-08-01 05:55 UTC)

  7

  MIT

• pycycle-mcp

  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 6 days ago (2026-08-18 02:43 UTC)

  10

  2

  MIT