MCP servers that ship as code — a repository or a package you install and run locally (usually over stdio). They have no hosted endpoint, so we cannot probe or grade them: instead each one shows its repository, install command, license, stars and when it was last updated.
Collected from GitHub repositories and npm, PyPI, Cargo, Go, Maven, NuGet and RubyGems packages tagged as MCP servers, the official MCP Registry, Docker's MCP catalog, ModelScope, Baidu MCP World, Cline and other public directories; one entry per repository. A server that also offers a hosted endpoint is listed under Remote instead. These entries are not counted in our reachability, verification or readiness statistics.
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🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.
MIT ★ 22 -
Desktop GUI for publication-ready scientific plots that exports clean, standalone Matplotlib code instead of a proprietary project file. Pixel-identical preview and export, curve fitting, optional AI assistant. An open-source alternative to Origin.
MIT ★ 3 -
Python/SQLITE3 based project which scrapes data from ATP Rankings website and uses Matplotlib for data visualization. Also updated to include FastAPI and MCP server deployment on render
Apache-2.0 ★ 5 -
A Python toolkit — AI for Science
AGPL-3.0 ★ 85 -
PaperPlotHubgithub.com/Trae1ounG/PaperPlotHubupdated this year
面向全球研究人员的开源论文绘图脚本市场 | Open, AI-reviewed marketplace of academic paper plotting scripts for global researchers
MIT ★ 73 -
Servidor MCP para que Claude cree, edite, anime, revise y exporte presentaciones de Keynote (macOS): temas configurables, LaTeX y gráficas científicas
MIT -
New color for discovery, faithful to every datum — lossless PDF/SVG scientific figure recoloring studio & 277 verified palettes
NOASSERTION -
An experimental local MCP server for symbolic, numerical, dimensional, and plotting tools in engineering and physics workflows.
MIT -
Figures of protein structures, sequences, contact maps, pipelines and plots for papers: an HTML page kit printed to vector PDF and PNG, flat ChimeraX renders, QA checks, and a Claude Code skill, hooks and MCP server.
NOASSERTION ★ 3 -
The-Autonomous-Merchant-Growth-Agentgithub.com/ben854719/The-Autonomous-Merchant-Growth-Agentactive
An agentic AI that improves merchant performance through an Observe, Diagnose, Decide, Act loop, analyzing key signals to compute KPIs, detect bottlenecks, and generate high‑impact actions like pricing updates, product page fixes, discounts, and inventory alerts.
Apache-2.0 -
Applications and Integrations (Book 6): EEE cores into working systems — instrumentation, embedded/IoT, robotics, industrial automation, PV, batteries, EVs, microgrids, biomedical, engineering software, digital twins, 7 projects. 40 chapters, 225 figures, 953-page PDF, MCP server.
MIT -
Circuits, Signals and Communications (Book 3): networks, transients and AC, two-ports and transmission lines, signals and systems, DSP, communication theory and introductory control. 35 chapters, 201 computed figures, a 780-page PDF and an MCP server.
MIT -
Electronics and Computing (Book 4): devices, analog and digital circuits, computer architecture, FPGAs and HDLs, C/C++ and Python for engineers, embedded and real-time systems, power electronics, CMOS and VLSI. 35 chapters, 197 computed figures, a 654-page PDF and an MCP server.
MIT -
Electrical Energy and Machines (Book 5): magnetic circuits, transformers, machines and drives, generation and storage, power-system analysis, transmission, distribution and protection, power quality, smart grids and electrical safety. 30 chapters, 174 computed figures, a 600-page PDF and an MCP server.
MIT