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. ReliaStats @reliastats/publicReliability statistics — Weibull/lognormal fitting, MTBF/MTTR, availability, system composition.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  2. QueueSim @queuesim/publicRun M/M/c queue simulations and four scenarios (call center, ER, coffee shop, single server).2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  3. MaterialsCodeGraph @materialscodegraph/mcgMaterials simulations for AI agents over MCP: binding token quote before every run, record after it.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  4. Equation Steps @gumballtools/equation-stepsStep-by-step solver for linear/quadratic equations in one variable, signs and ± always right.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  5. WaveGuard @emergentphysicslab/waveguardAnomaly detection API powered by physics simulation. Scan any data for outliers.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  6. DiscreteRate @discreterate/publicRun DRS demos (Fast-Slow Drain, Hamburger Duo, Valdez Tanker) and explore the paradigm.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  7. The New Engineer — HVAC @thenewengineer/hvacIFC models: duct networks, circuits, pressure drop. EN 12828 vessels, EN 378, Swiss refrigerants.13% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  8. MVisionPro Engineering Tools @mvisionpro/toolsRead-only machine-vision calculations for optics, interfaces, line scan, sensors, and models.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  9. Astro API @frankthomastveter/astro-apiAstronomical logical calculator for AI clients.14% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  10. Aevia @aeviamodeler/aeviaAI-powered life cycle assessment and modelling: connect to LCA databases, build and analyze systems6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  11. Deterministic @deterministic/deterministicPhysics-based validation of simulation results: receipts with per-check verdicts, via MCP.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  12. Scientific Math Calculator MCP @nexlab/scientific-math-calculatorSafe scientific calculator MCP for numeric expressions6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  13. MakerPortal compute @makerportal/computeDeterministic engineering solvers: biquad filter design, room eigenmodes, LLM VRAM fit.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  14. HVAC Builder @hvacbuilder/hvac-builderDesign, solve and simulate HVAC systems from real components, weather years and buildings.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  15. Peptigraph @peptigraph/mcpDeterministic peptide reconstitution and dosing math, so assistants compute it instead of guessing.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  16. DosePlot Agent API @doseplot/agent-apiPK serum simulation, reconstitution math and compound data for agents. Paid tools $0.01 via x402.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  17. CalculPro — outils de calcul du bâtiment @calculpro/outils-batimentCalculs du bâtiment (France) : chute de tension NF C 15-100 et catalogue de 111 outils.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  18. Untangle @untangle/untangleBioprocess design: generate purification routes, simulate fermentation and separations, run TEA.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  19. RPN Calculator @apished/rpn-calculatorEvaluates Reverse Polish Notation (postfix) expressions: arithmetic, trig, logs, bitwise ops.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  20. Execute boids-flocking-algorithm-mcp @evozim/boids-flocking-algorithm-mcpPremium agentic endpoint for boids-flocking-algorithm-mcp.18% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  21. Execute bulletproofs-range-check-mcp @evozim/bulletproofs-range-check-mcpPremium agentic endpoint for bulletproofs-range-check-mcp.22% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  22. RQM WaveEngine Jobs @rqmtechnologies/waveengineDelegate 20 typed, evidence-backed WaveEngine signal work products with fixed-request x402.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  23. Heliciel — Propeller & Wing Design @heliciel/helicielReal BEM engineering for propellers, wings and turbines — design, optimize, visualize, export.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.
  24. Susurration @susurration/playgroundA playground built for AI agents: run a flock, leave verified traces, propose exhibits. Be curious.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.