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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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 -
Simulate living worlds and NPCs that only know what they've actually seen or heard, catch plot holes, track secrets and lies, and watch characters act out scenes live.
NOASSERTION ★ 1 -
dotplot-mcpgithub.com/brownglasses/dotplot-mcpupdated this year
Product analytics MCP server for early-stage startups: user behavior analysis, dot plots, aha moment discovery, retention curves, onboarding funnels, churn analysis — YC methodology, works with Claude Code & Cursor
MIT ★ 1 -
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 -
Drive OriginLab Origin scientific plotting from any AI via MCP - 62 tools: file import (CSV/TXT/XLSX, CJK-safe), plan-confirm flow with plan_hash staleness guard, domain templates (stacked spectra/XRD/dual-Y/forest/multi-panel), fine-grained editing (per-
npm MIT -
An MCP server for storing role play / RPG data like world, chars, plots, and so on, for AI's. So the AI does not have to recall the plot and details only from the contextwindow.
★ 1 -
fermat-mcpgithub.com/abhiphile/fermat-mcpupdated this year
MCP Server for mathematical computation and plotting.
pypi mit -
eda-agentgithub.com/Kareem404/eda-agentupdated this year
An AI Agent that analyzes a csv file by answering questions, plotting graphs, and applying modifications. Can be used locally or using an MCP server.
★ 2 -
f1pitwallgithub.com/darshjoshi/pitwallupdated this year
F1 MCP server for Claude — 79 tools for live timing, telemetry, strategy, and 75 years of history. pip install f1pitwall[full] for plots.
pypi MIT -
An experimental local MCP server for symbolic, numerical, dimensional, and plotting tools in engineering and physics workflows.
MIT -
A view-only chalkboard in the browser that a terminal tutor draws on: equations, plots, molecules, diagrams. A pi extension and an MCP server.
npm NOASSERTION ★ 1 -
Local MCP server that lets AI assistants build, simulate and preview uSimmics 5.9 circuits: harmonic balance, parameter sweeps and annotated spectrum plots
MIT -
NarrativeNodegithub.com/Carasibana/NarrativeNodeupdated this year
NarrativeNode - A visual plot planner for writers. Built like a node editor , designed for storytellers. With fully optional AI integration via chat and tooluse.
NOASSERTION ★ 16 -
scrivener-mcpgithub.com/writerslogic/scrivener-mcpupdated this year
MCP server for Scrivener - Read, write, analyze, and search manuscripts with semantic search, character/plot tracking, writing analysis, and content enhancement. Works with Claude, ChatGPT, and other AI assistants.
npm AGPL-3.0-only -
MCP server that lets Claude explain ML model predictions with SHAP: feature importance, per-prediction explanations, what-if analysis and plots. Read-only and works with any joblib model.
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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 -
A view-only chalkboard in the browser that a terminal tutor draws on: equations, plots, molecules, diagrams and science illustrations, built up one step at a time. A pi extension and an MCP server.
npm MIT -
The unofficial MCP server for Scrivener — connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and any AI assistant. 53 tools: document management, writing analysis, content enhancement, offline semantic search, and character/plot tracking.
npm AGPL-3.0 ★ 73 -
A stand-alone Mathematica-style symbolic math system: a from-scratch Rust kernel (exact arithmetic, pattern matching, CAS) plus a Python web notebook with SVG plots, an HTTP API, and an MCP server. No external crates or pip packages.
MIT -
Stateful SageMath MCP server: 40 tools for symbolic math, algebra, number theory, graphs, plotting and claim verification. A persistent Sage session per client, an AST policy in front of it, and a hardened container as the real boundary.
MIT ★ 19 -
yaktool-compliance-mcpactive
Product compliance as an MCP server: check a listing against Article 19 GPSR, validate EUDR plot geolocation before a Due Diligence Statement, apply FDA nutrition rounding, check an EU nutrition declaration against Regulation 1169/2011 and get the toleran
npm MIT -
origin-pro-mcp-skillgithub.com/leima-max/origin-pro-mcp-skillupdated this year
Sanitized Origin Pro MCP skill package with bilingual documentation
MIT ★ 236 -
plotbase-mcpgithub.com/Avatar-stack/plotbase-mcpupdated this year
PlotBase (Figure Memory) MCP Server - 科研图表档案与 Agent 上下文管理系统 MCP 服务
MIT ★ 3 -
A Model Context Protocol server for interacting with the QuickChart
npm MIT