by lotchuazzz-crypto · MCP Server · ★ 285
Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
uvx --from git+https://github.com/lotchuazzz-crypto/papergraph-mcp.git@v0.4.4 papergraph-mcp --versionTaken from the project's README on GitHub. Check the security audit before running it.
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.
| Stars | 285 |
| Forks | 4 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 72/100 |
| Open Issues | 1 |
| Last Updated | 2026-10-18 |
| Created | 2026-09-02 |
| Platforms | mcp, python |
| Est. Tokens | ~16k |
PaperGraph MCP PaperGraph turns local or arXiv LaTeX papers into theorem dependency graphs that AI agents can query through MCP. PaperGraph v0.4.4 hardens first-use analysis by making agents verify the running version, validate raw arXiv requests, and report dependency boundaries before interpreting sparse graphs.
These tools work well together with papergraph-mcp for enhanced workflows:
Looking for a papergraph-mcp alternative? If you're comparing papergraph-mcp 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.
CLI server for Zotero 7/8/9 — let AI manage your library. 70+ CLI commands for search, import, PDF, BibTeX, no
An IOS Simulator Skill for Agents. Use it to optimise their ability to build, run and interact with your apps,
Stock market MCP server for Yahoo Finance data, technical analysis, portfolio tracking, and Python backtesting
Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 287 comman
Structural code intelligence for AI agents — semantic search, knowledge graphs, and a built-in MCP server in o
Human-like memory for AI agents — semantic, episodic & procedural. Experience-driven procedures that learn fro
Explore other popular mcp server tools:
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: