- 3DOptix @3doptix/optical-designOptical design, simulation and analysis with GPU-powered ray tracing. Import from Zemax and CAD.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3 GitHub stars.
- astronomy-mcp-server @cyanheads/astronomy-mcp-serverOffline observational astronomy: positions, rise/set, moon phases, eclipses, and seasons.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.3 GitHub stars.
- Scientific Computation @smithery/aman-amith-shastry-scientific-computation-mcpThis MCP server enables users to perform scientific computations regarding linear algebra and vect…5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.3 GitHub stars.
- MACKORN Hydraulic Cone Crusher Selection @mackorn/mackorn-cone-crusherMACKORN hydraulic cone crusher selection and crushing-plant design. 21 tools, callable over HTTP.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
- Affine.Earth Math Court @affine/math-courtNo-float UUM-8D Math Court. Integer courts and certified MCP. Floats refused.18% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
- calculator-mcp-server @cyanheads/calculator-mcp-serverEvaluate, simplify, and differentiate mathematical expressions.2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.2 GitHub stars.
- Cooling Planner @okajun35/cooling-plannerMCP simulator for dairy barn cooling: evaluate equipment, roof and weather on heat, water and milk.Not assessed yet.A remote server; it needs your API key.1 GitHub stars.
- FEA (finite element analysis) @therobomaster123/mcp-feaReal FEA on CAD parts: validated setups, stress, safety factor, natural frequencies5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.1 GitHub stars.
- SWATGenX @swatgenx/swatgenxSWAT+ watershed models for any river in the lower 48 states, with groundwater and PFAS data4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; you sign in with your account.1 GitHub stars.
- Alphafold @pipeworx-io/alphafoldAlphaFold DB MCP — predicted protein structures.6% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
- Hydrata - ANUGA Flood Simulation @hydrata/hydrata-mcp-serverRun ANUGA flood simulations, track progress, and retrieve results on Hydrata Cloud.4% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.1 GitHub stars.
- Lingshu Solver @genesis-plan/lingshu-solverDeterministic MCP solver for real equation systems (<=6 vars), Krawczyk-certified.Not assessed yet.A remote server; no sign-in.
- 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.
- 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.
- 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.
- DAG Studio MCP @blackswancausallabs/dagstudio-mcpCausal DAG analysis: backdoor paths, adjustment sets, bias simulation. Validated against dagitty.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; it needs your API key.
- Whetstone @cyberelf/toolsVerifier-grounded AI promotion gates, disposable report cards, and signed PASS/HOLD/BLOCK receipts.8% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
- MetaModel @joegra2003/metamodelAI-callable calculators and engineering models with real formulas. No hallucinated math.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
- Transfer Entropy Api Sdk @nexus-mcp-infra/transfer-entropy-api-sdkDetect causal dependencies in time seriesNot assessed yet.A remote server; no sign-in.
- Crystallography @pipeworx-io/crystallographyCrystallography Open Database (COD) MCP.5% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.
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.
162 remote255 localTagged by Odel's AI, which can make mistakes
Most popular in Scientific computing
By GitHub stars, at most two per publisher- Number 1: Equation.io@equation/equationCreate interactive 2D and 3D graphs with validated equations, shareable links, and PNG previews.3% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.408 GitHub stars.
- Number 2: Endiagram@dushyant30suthar/endiagram-mcpEN Diagram — structural verification for concurrent systems. Pure math, no AI.7% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.8 GitHub stars.
- Number 3: Math MCP Learning@clouatre-labs/math-mcp-learning-serverEducational MCP server with 17 math/stats tools, visualizations, and persistent workspace2% chance this is malicious. Assessed by AI, which can make mistakes.A remote server; no sign-in.5 GitHub stars.
