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. 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.
  2. 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.
  3. EngScript Engineering MCP @engscript/mcpEngineering calculation MCP server for oil and gas engineering applications.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  4. Whatif @pflow/whatifConversational what-if simulation: build, diagnose and compare Petri-net models; CC0 catalog.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  5. CycleCalcs Astronomy @cyclecalcs/astronomyRead-only astronomy calculations: sun, moon, planets, eclipses, twilight and star positions.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  6. petro-mcp @petropt/petro-mcpMCP server for petroleum engineering: LAS logs, decline curves, PVT, petrophysics, volumetrics.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  7. a2a2p — Agent-to-Agent-to-Physical @a2a2p/a2a2pTurn agent intent into physical parts: engineering review, measured geometry, calibrated pricing.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  8. Genomic Intelligence @genomicintelligence/genomic-intelligenceHosted DNA language models: promoter, splice, enhancer, chromatin, expression, annotation3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  9. calc.engineer @calc/calc88 free engineering calculators: RF link budgets, LoRa/Meshtastic, PCB, solar, homelab. Keyless.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  10. Quantum Artificer — deterministic scientific computation (x402) @surewhynot/quantum-artificerScientific compute for AI agents: symbolic, numerical, quantum, chemistry, ODE. Paid via x402.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  11. Embedcalc @ethan-hub26/embedcalc-mcpEmbedded calculators, codegen & schematic review: CRC, timing, struct, IEEE-754, KiCad.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  12. Ansys MCP Server @vorobjewsen30-max/ansys-mcp-serverMCP server for Ansys engineering simulations — CFD, FEA, meshing, and post-processing. 24 tools.8% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.
  13. Workbench @seqbench/workbenchHosted DNA/RNA/protein tools: primers, oligos, PCR, cloning, CRISPR, alignment, batch & pipelines.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  14. Gabriel S. Gusmao: Research and Scientific CLIs @gusmaogabriels/personalGabriel S. Gusmao: scientific ML, papers, and local JAX CLIs: KINN, Optinpy, mkin4py, xl2py.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  15. Arc Flash Platform — Estudos Elétricos @alessandropeng/arc-flash-platformCálculos de engenharia elétrica pela norma brasileira (NBR), validados, com citação normativa.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  16. QuLab Infinite MCP Server @workofarttattoo/qulab-infinite-mcpQuLab MCP remote server (Streamable HTTP) for computational science and lab tools.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
  17. RASON @frontlinesystems/rason-mcp-serverBuild, solve, and analyze RASON optimization, simulation, data science, and decision models4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.
  18. Occam @occam/occamFinds the simplest equation consistent with your data. SINDy and PySR symbolic regression via MCP.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  19. Wolfram MCP @wolfram/mcpIntegrates Wolfram Language and Wolfram|Alpha accessing curated data and sophisticated algorithms.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  20. SCModeling @scmodeling/publicSupply-chain network design via simulation, optimization, and greenfield analysis.21% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  21. Quantum Expectations @quantum-expectations/quantum-expectationsQuantum error-correction feasibility: success probability, qubit overhead, records, trends.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  22. Calculator @mcpcalc/calculatorCalculators accessible via MCP with real-time collaborative sessions and shareable URLs.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
  23. Axon NeuroAutomata @axonagentic/neuroautomataProtein analysis: ESM-2/ESMC embeddings, mutation scoring, landscape scans, ESMFold structure.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.