ScientificFigureLibrary: Local-first MCP App for scientific figures

by xuzhougeng · MCP Server · ★ 103

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install ScientificFigureLibrary

git clone https://github.com/xuzhougeng/ScientificFigureLibrary.git

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 69/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

ai-agentsclaudeclaude-sciencedata-visualizationdeepseek-harnessdshdsh-pluginfigure-libraryfigure-templateslocal-first

Quick Facts

Stars103
Forks8
LanguageTypeScript
CategoryMCP Server
LicenseMIT
Quality Score69/100
Open Issues3
Last Updated2026-10-03
Created2026-07-29
Platformsclaude-code, codex, mcp, node
Est. Tokens~17k

About ScientificFigureLibrary

Scientific Figure Library Website · 简体中文 · Quickstart · User Guide (online) · Protocol · Releases · Wisp Science Scientific Figure Library (SFL) is a local-first MCP server and MCP App for your scientific figures.

Compatible Skills

These tools work well together with ScientificFigureLibrary for enhanced workflows:

  • AgentFigureGallery — semantic(0.38)+complementary+rare_topics+similar_pop+shared_platform (67%)
  • CSNative — semantic(0.32)+complementary+rare_topics+similar_pop+shared_platform (56%)

ScientificFigureLibrary alternative? Top 6 similar tools

Looking for a ScientificFigureLibrary alternative? If you're comparing ScientificFigureLibrary with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • memtrace-public by syncable-dev · ⭐ 504

    Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code ·

  • jacobian by morluto · ⭐ 306

    Composable mathematics tools for agents

  • CoWork-OS by CoWork-OS · ⭐ 496

    Rent the model. Own everything else. Free, open-source AI app for real work.

  • mcpproxy-go by smart-mcp-proxy · ⭐ 398

    Supercharge AI Agents, Safely

  • google-analytics-mcp by surendranb · ⭐ 243

    Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to

  • omega-memory by omega-memory · ⭐ 220

    Persistent memory for AI coding agents

More MCP Server Tools

Explore other popular mcp server tools:

View all MCP Server tools →

Popular TypeScript Agent Tools

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse MCP Server tools