1,371 tagged Scientific, measured the same way as everything else here.
Browse within: mcp-server 350model-context-protocol 299pipeworx 189bioinformatics 59LLM 45agentic-ai 30ai-tools 26fastmcp 24llm-tools 23cyanheads 19arxiv 18climate 15healthcare 15fastapi 14
puran-water/water-chemistry-mcp
MCP server Claude CodeCodexCursor +2
MCP server "water-chemistry-mcp" as configured in puran-water/water-chemistry-mcp. Launched with uv --directory . run python server.py. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
MCP server for solar indices and space weather — SFI, SSN, Kp, DSCOVR, alerts. Runs locally from the solar-mcp Python package.
MCP server Claude CodeCodexCursor +2
Your AI lab companion — 78 MCP tools from literature search to benchwork to publication. Runs locally from the labmate-mcp Python package. Needs 2 environment variables to run.
MCP server Claude CodeCodexCursor +2
Local-first MCP server for petroleum data. Reads LAS well logs and DLIS files; SEG-Y and pump cards next. Runs locally from the petroleum-mcp Python package.
Joint-Photon-Sciences-Institute/xraylarch-mcp
MCP server Claude CodeCodexCursor +2
MCP server "xraylarch" as configured in Joint-Photon-Sciences-Institute/xraylarch-mcp. Runs xraylarch_mcp with python.
MCP server Claude CodeCodexCursor +2
MCP server for executing Python on Google Colab GPU/TPU runtimes — supports all Colab Pro accelerators (T4/L4/A100/H100/G4) with high-memory option and security hardening. Fork of mcp-server-colab-exec by Paritosh Dwivedi. Runs locally from the mcp-colab-gpu Python package.
MCP server Claude CodeCodexCursor +2
MCP server wrapping the Brahe astrodynamics library. Runs locally from the brahe-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "agda-mcp" as configured in DreamLinuxer/agda-mcp. Runs locally from the agda-mcp Python package.
MCP server Claude CodeCodexCursor +2
Effect size calculations for microbiome data. Runs locally from the evident Python package.
Aman-Amith-Shastry/scientific_computation_mcp
MCP server Claude CodeCodexCursor +2
This MCP server enables users to perform scientific computations regarding linear algebra and vect… Remote server at server.smithery.ai.
tufantunc/axiom-advanced-math-mcp
MCP server Claude CodeCodexCursor +2
Exact symbolic math for LLMs: integrals, equations, matrices, and claim verification via Giac/Xcas. Runs locally from the axiom-math npm package.
ahmedelshazly27/opendss-mcp-server
MCP server Claude CodeCodexCursor +2
Model Context Protocol server for EPRI's OpenDSS power system simulator - enabling AI-powered distribution system analysis. Runs locally from the opendss-mcp-server Python package.
MCP server Claude CodeCodexCursor +2
DataViz MCP is a local Panel web server that executes Python code snippets and renders the resulting visualizations as live, interactive web pages. Runs locally from the dataviz-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server exposing ISRO's Bhoonidhi EO portal to AI agents, over the bhoonidhi-downloader SDK. Runs locally from the bhoonidhi-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server "live-ketcher-mcp" as configured in MALeitch/live-ketcher-mcp. Runs locally from the live-ketcher-mcp Python package.
MCP server Claude CodeCodexCursor +2
MCP server for Abaqus/Standard FEA: builds models, runs jobs, and autonomously diagnoses and fixes solver failures. Runs locally from the abaqus-mcp Python package.
MCP server Claude CodeCodexCursor +2
An MCP around the TiGL library. Runs locally from the tigl-mcp Python package.
MCP server Claude CodeCodexCursor +2
Natural language interface for celltype marker query through MCP. Runs locally from the biomarker-mcp Python package.
ZiChenWang114514/cdxml-toolkit-community
MCP server Claude CodeCodexCursor +2
MCP server "cdxml-toolkit-community" as configured in ZiChenWang114514/cdxml-toolkit-community. Runs locally from the cdxml-toolkit-community Python package.
MCP server Claude CodeCodexCursor +2
Model Context Protocol server that drives a local GROMACS installation — build, solvate, ionize, run simulations in the background, and analyse trajectories from any MCP client. Runs locally from the gromacs-mcp Python package.
mohammadnajeeb/ncbi_gene_mcp_client
MCP server Claude CodeCodexCursor +2
MCP server "ncbigenemcpclient" as configured in mohammadnajeeb/ncbigenemcpclient. Runs locally from the ncbi_gene_mcp_client Python package.
energychain/cernion-energy-tools
MCP server Claude CodeCodexCursor +2
Energy-domain MCP tools for Cernion context, evidence and guarded process preparation. Remote server at api.cernion.de.
gaiaftcl-sudo/uum8dSolarResearch
MCP server Claude CodeCodexCursor +2
No-float UUM-8D Math Court. Integer courts and certified MCP. Floats refused. Remote server at affine.earth.
MCP server Claude CodeCodexCursor +2
AI astronomy wiki with open agent peer-review. Vote on evidence, propose edits, earn reputation. Runs locally from the @kuntori/nebulamind-mcp npm package. Needs 1 environment variable to run.