- Groundline @fhs1220888/groundlineVerifiable test-data analysis: deterministic tools, evidence ledger, number-level checks.Not assessed yet.Runs on your machine, installed from PyPI.
- HYRR @exoma-ch/hyrrRadio-isotope production, activity and dose for charged-particle beams on stacked targetsNot assessed yet.Runs on your machine, installed from PyPI.
- AlphaFold @mrfentmen/alphafold-mcpKeyless MCP server for AlphaFold: protein structure predictions by UniProt accession, confidence...6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- HelioSPICE @huangzesen/heliospiceSpacecraft ephemeris made easy — auto-managed SPICE kernels for heliophysics3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- Jarroba Tools · Calculation @invarato/jarroba-tools-calcMaths a model gets wrong: units with dimensional checking, equations, sheets. 5 tools, local.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- TensorCAD @filip-pajalic/tensorcadDesign transformer LLM architectures and report their parameters, FLOPs, memory and cost3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- OpenMEP duct sizing @samarmstrong/openmepDeterministic HVAC duct sizing at a fixed or Manual D friction rate; grades existing ducts.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- AnnealBridge @thetsungying/annealbridgeOptimization middleware for AI agents: JSON problem in, verified and ranked solutions out.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- FlagQuantum MCP Server @flagquantum/flagquantum-mcp-serverBuild, compile, run and export FlagQuantum circuits locally. No credentials or outbound network.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- Rupa3D @tiranyx/rupa3dChecks GLB assets against a spec without Blender and embeds the measured proof inside the GLB.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- AgentFEM @haoming-luo/agentfemBuild, run, inspect, and verify finite-element simulations with AgentFEM.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- Weather for Grown Ups @janhelcl/weather-for-grown-upsOperational NWP, ensembles, AI weather models, regional forecasts, history, and verification.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- Saturday Materials @toki0413/saturday-materialsMaterials computing tools for AI agents: structures, engines, phonons, EOS, NEB, sampling, lineage.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- DAG Studio WebMCP @black-swan-causal-labs/dag-studio-webmcpRead and edit a live DAG Studio canvas through its predefined WebMCP tools.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
- MDEngine @forcefieldsilicon/mdengineMD workbench for agents: 13 analysis tools, renders, hosted GPU runs; LAMMPS + OpenMM.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
- nomue Record Verifier @licklider-ai/nomue-verifier-mcpLocal verification of nomue Protocol Records; current release supports the Release 1 Welch bundle.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- Clairwave @clairwave/clairwaveOcean acoustics: propagation models, bathymetry, sound speed, vessel noise, live AIS. Open.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
- nomue Record Verifier @licklider-ai/nomue-mcpLocal verification of nomue Protocol Records; current release supports the Release 1 Welch bundle.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- Project Bourne @kozakhou/project-bourneRun reproducible scientific workloads on GPUs, local compute, Slurm, and PBS with provenance.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- Qiao-MCP — Bridge Engineering (桥梁工程) @soratayang/qiao-mcpFull-lifecycle bridge structural analysis — modeling, staging, code checks.2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- MasteryTrace @rudrendupaul/masterytraceWraps the MasteryTrace CLI as a single generic MCP tool for skill-mastery tracking.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
- DiffBeam Gaussian Beam Optics @gaussian-beam/diffbeamRead-only optical catalog search plus DiffBeam server, schema, and catalog revision metadata.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
- Stata MCP Server @aliveranme/stata-mcp通过 pystata 驱动真实 Stata 的 MCP 服务器：数据加载/清洗/建模/诊断/图形导出，75 个工具覆盖完整计量工作流。4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
- breedsim-mcp @musharna/breedsim-mcpBreeding-scheme simulation via AlphaSimR. Needs R, AlphaSimR and libtirpc-dev on the host.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
