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.

418servers
163 remote255 localTagged by Odel's AI, which can make mistakes

Best fit

281 made for this, ranked by starsRemoteLocal
  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. 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.
  13. 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.
  14. Neuro @aimplifier/neuro-mcpMCP for NeuroAgents assisting clinicians: MNE processing, EHR store, NeuroII visualization.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  15. Qnexus @blite-hq/qnexus-mcpMCP server for Quantinuum Nexus, wrapping the qnexus SDK. Not affiliated with Quantinuum.5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  16. VMD Hydrate @wjgoarxiv/vmd-hydrate-mcpDrive VMD for GROMACS/LAMMPS analysis + clathrate-hydrate cage science (needs a local VMD)4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  17. ROOT MCP Server @omazapa/root-mcpROOT-based MCP server exposing root_python and root_cpp tools (stdio transport).5% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from Docker.1 GitHub stars.
  18. SageMath @justice8096/sagemath-mcp-serverMCP server wrapping SageMath's full computer algebra system — 10 symbolic-math tools for LLMs.4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  19. Cruncher @islobodan/cruncher-mcpScientific calculator MCP server with 43 tools: arithmetic, trig, stats, unit conversion.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from npm.1 GitHub stars.
  20. HEA-Bench @dfieser/hea-benchHigh-entropy alloy and oxide descriptors, phase rules, corpus, properties, and design tools.3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  21. Plutocalcdesigner @danpeig/plutocalcdesigner-mcpPlutocalc Designer is a software suite for water and wastewater treatment plants design4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from a package registry.1 GitHub stars.
  22. OEIS @daedalus/mcp-oeisMCP server for the OEIS (Online Encyclopedia of Integer Sequences) API2% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  23. Parigp @daedalus/mcp-parigpMCP server exposing cypari2 (PARI/GP) number theory library3% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.
  24. Discrete Structures @zohaibcodez/discrete-structuresComprehensive tools for discrete mathematics: logic, algorithms, number theory, cryptography4% chance this is malicious. Assessed by AI, which can make mistakes.Runs on your machine, installed from PyPI.1 GitHub stars.