- Aurora @fantasylab-ai/auroraGlass-box statistical analysis for agents: 19 methods, cited findings, measured error rates.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.5 GitHub stars.
- Axiomize @furox-art/axiomizeVersioned scientific models with units and SBML, CellML, Modelica export.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
- codecalc @the-40-thieves/codecalcCode & logic calculator for AI agents: 31 languages, symbolic math, SMT/logic solving, Big-O.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
- AlphaFold Sovereign MCP @smaniches/alphafold-sovereign-mcpMCP server for AlphaFold and 8 other biomedical data sources with a local SQLite knowledge graph5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
- Ephemeris @scottchronicity/ephemeris-mcpPrecision astronomical ephemeris and planetary positions via the Swiss Ephemeris.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
- ParaView MCP Server @failed33/paraview-mcp-serverControl ParaView through arbitrary Python code8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.4 GitHub stars.
- Molecular @andylbrummer/molecular-mcpGPU-accelerated MCP server for molecular dynamics, N-body simulations, and particle systems4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
- openLCA MCP Server @below280/b280-olca-mcpConnect AI assistants to openLCA. 35 tools for database search, model building, and LCIA.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
- Vedaksha @arthiqlabs/vedakshaVedic astrology and astronomical ephemeris: kundali, panchanga, dashas, vargas, transits3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.3 GitHub stars.
- Axiom — Advanced Math @tufantunc/axiom-mathExact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
- Xraylib @tschoonj/xraylib-mcp-serverMCP server providing X-ray interaction data via xraylib3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
- Astronomy Oracle @gregario/astronomy-oracleAstronomical catalog data and observing session planner. 13,000+ objects from OpenNGC.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
- Math @andylbrummer/math-mcpGPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
- Gretl MCP @ondrejlapes/gretl-mcpRun Hansl/Gretl econometrics workflows via MCP with GUI launch and artifacts.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.3 GitHub stars.
- Labmate @jonasrackl/labmate-mcp81 chemistry tools — literature, calculations, retrosynthesis3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.3 GitHub stars.
- gonzalgo @vince-gonzalez/gonzalgoReports what a checked Lean 4 or Metamath proof rests on: inherited sorry, compiler trust, axioms.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- Microcap @monoxide-xen/microcap-mcpSimulate, generate and draw analog circuits in Micro-Cap 12: SPICE analyses, sweeps and schematics4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- EEG @aimplifier/eeg-mcpReal-time EEG: BrainFlow streaming, wall-clock replay, online DSP, recording, and stimulation.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- Starfetch @starfetch-js/starfetchQuery public astronomy catalogs through metadata-first TAP and ADQL tools.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
- Clinical Trial Design @wei-ai-lab/clinical-trial-designPhase 2/3 clinical trial design via gsDesign / gsDesign2: sample size, GS boundaries, multiplicity3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
- ChemCP @scottmreed/chemcpMCP App that renders 2D molecular structures from SMILES using RDKit.js3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
- ColabFit @colabfit/colabfit-mcpAn MCP server that provides access to the ColabFit database5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- cmxflow @b-shields/cmxflowComposable, tunable cheminformatics workflows: library preparation, clustering, docking, and more.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- astrodynamics-mcp @astro-tools/astrodynamics-mcpAstrodynamics MCP server: TLE/SGP4, Lambert, access windows, porkchop, B-plane targeting.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
