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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A Model Context Protocol (MCP) server for numerical computations with NumPy
★ 3 -
🚀 Fermat MCP: The Ultimate Math Engine - Unifying SymPy, NumPy & Matplotlib in one powerful server! Perfect for devs & researchers.
MIT ★ 22 -
Translate numeric code between Octave/MATLAB and Python/NumPy using a tested knowledge base of translation rules, with every translation verified by running both sides.
Apache-2.0 -
Checks the math in your code: proves a function equals its formula or returns the exact input that breaks it. Also an exact math engine and MCP server for AI agents (SymPy + NumPy).
MIT ★ 8 -
Embedded single-file store for facts that change: exact vector search, full revision history, no server. numpy-only.
Apache-2.0 ★ 1 -
A comprehensive MCP (Model Context Protocol) server providing 40+ statistical analysis tools forAI assistants. Supports descriptive statistics, hypothesis testing, regression analysis, and advanced statistical computations using NumPy and SciPy.
★ 3 -
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MIT ★ 23 -
laserbrain-servergithub.com/degibug-del/laserbrain-serverupdated this year
A living weather field that thinks — holographic voice, mind modules, MCP server. From phronesis.world
MIT -
An experimental local MCP server for symbolic, numerical, dimensional, and plotting tools in engineering and physics workflows.
MIT -
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 -
卡斯卡德罗 · Cascadero MCP — an MCP server that lets AI agents (Claude Code, Claude Desktop, Cursor, Codex CLI…) play the board game Cascadero against built-in bots through text tool calls. Same repo: the browser game, the self-play + value-net AI stack behind the bots, a private table server. Unofficial, non-commercial fan project.
MIT