- 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.
- Physbound @jonesrobm/physboundPhysical Layer Linter: validates RF and radar calculations against hard physical limits.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.2 GitHub stars.
- URDB @getmystadmin/urdb-mcpSearch URDB for product integrity scores, enshittification events, and change tracking.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.2 GitHub stars.
- calculator-mcp-server @cyanheads/calculator-mcp-serverEvaluate, simplify, and differentiate mathematical expressions.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
- exact-calc @flacales/exact-calc-mcpExact arithmetic for AI agents. Two independent engines cross-check every result.Not assessed yet.Runs on your machine, installed from PyPI.1 GitHub stars.
- Cooling Planner @okajun35/cooling-plannerMCP simulator for dairy barn cooling: evaluate equipment, roof and weather on heat, water and milk.Not assessed yet.A remote server; it needs your API key.1 GitHub stars.
- Anvil @the-warl0ck/anvil-mcpLocal physics/chemistry bench as MCP: plain words in, 12-domain simulations out.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
- FEA (finite element analysis) @therobomaster123/mcp-feaReal FEA on CAD parts: validated setups, stress, safety factor, natural frequencies5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1 GitHub stars.
- Academic Research Kernel @xngg1021/academic-research-kernelDeterministic research state, evidence validation and statistical recomputation.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
- DualSPHysics MCP @vegetableno1/dualsphysicsAgent toolchain for the DualSPHysics SPH solver: case creation, runs, post-processing, validation.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
- Ephys @happyc0der/ephys-mcpRead-only analysis of intracortical BCI recordings (NWB, DANDI, WAV): spikes, PSTHs, decoding, plots3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
- Morphogen @beeswaxpat/morphogenRead and sign the guestbook of Morphogen II, a living reaction-diffusion field with open questions.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
- Flit Physics @brashler/flitTiny sphere-physics engine for three.js games: spawn, step, raycast, InstancedMesh-ready positions2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
- Noether Physics @ranshiv/noether-physicsPhysics assistant: checked equations, live simulations, claims verified against arXiv papers3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
- Leanforge @sandraschi/leanforge-mcpMCP server for AI-driven formal proof search in Lean 44% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
- LensHH-LT Optical Design @synapseoptics/lenshh-ltDrive real optical lens design: ray tracing, optimization, MTF and aberration analysis.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.1 GitHub stars.
- QECTOR Quantum Error Correction @guillaumelessard/qector-desktopLocal quantum error correction tools; decoder output verified against H c = s (mod 2).7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from MCPB.1 GitHub stars.
- Rigor @mrnh/rigor-mcpVerified statistical inference for AI agents: hypothesis tests, sequential testing, power.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
