Scientific computing MCP servers

A server here theorem proving, symbolic maths, physics or engineering simulation.

Not here: business or finance calculators, trading backtests and simple arithmetic.

417servers
162 remote255 localTagged by Odel's AI, which can make mistakes

Best fit

280 made for this, ranked by starsRemoteLocal
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. phylokit-mcp @musharna/phylokit-mcpPhylogenetic inference via IQ-TREE 3 — never returns a topology without its support3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  7. AIMarket Oracle Gateway @alexar76/aimarket-oracle-gatewayStdio MCP: 17 verifiable AIMarket oracles, 35 pay-per-call tools for AI agents.7% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  8. Almanac @savecharlie/almanacVerified ephemeris & WMM2025 geomagnetic compute: the physical numbers LLMs hallucinate, done right.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  9. SAGE — Solver-Augmented Grounding Engine @pragnakar/sage-solver-mcpLLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  10. Quantum OpenQASM MCP @markusvankempen/quantum-openqasm-mcpIBM Quantum OpenQASM 2.0 MCP — list backends, submit QASM, poll jobs, get histograms.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  11. Loadbench @jeongho54/loadbenchMCP server for structural load & stability math: tipping, support reactions, beam checks.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  12. XHelio-SPICE @huangzesen/xhelio-spiceSpacecraft 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.
  13. JCGE Agent Interface @equicirco/jcgeagentinterface-jlJCGE MCP server for CGE discovery, guidance, examples, solving, validation, and reporting.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.
  14. Dfxm Geo @borgi-s/dfxm-geo-mcpMCP server for the dfxm-geo dark-field X-ray microscopy forward model3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  15. Mathgraphs @architectds/mathgraphs-mcpMath & statistics graphing, computation, visualization, and validation engine4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  16. Math Solver Ai @csoai-org/math-solver-ai-mcpMath Solver Ai MCP Server by MEOK AI Labs11% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  17. noodlelab @nkalis/noodlelabVerifiable science: units, GUM uncertainty, requirements with margins and provenance on every run.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  18. Math Tools @mrfentmen/math-tools-mcpPrime checks, factors, GCD, and basic statistics computed locally. No network and no key.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  19. Steel Metallurgy Material Simulator @meszarosjan/steel-metallurgy-material-simulator-mcpNo-key MCP server for steel equilibrium, TTT/CCT kinetics, phase-boundary and measured-data tools.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  20. Neuro @brain-bbqs/neuro-mcpNeuroscience MCP server (Python) for the BBQS at McGovern Institute of Brain Research5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  21. Crosstabs @barangaroo/crosstabs-mcpStatistical crosstab analysis: chi-square, Fisher's exact, odds ratio, effect sizes4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  22. Convexity @bayesian-energy/convexity-mcpBuild, edit, solve and analyse Convexity energy-system models from any MCP client; drives the app.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  23. Nav Substrate @wchampe/nav-substrateRelativistic navigation calcs for agents: time dilation, trip planning, chronometry, gamma.6% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  24. meek_cfd_thermal_mcp @csoai-org/meek-cfd-thermal-mcpmeek-cfd-thermal-mcp - MEOK science MCP for Project AURUM. MIT-licensed.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.