Hands-On-AI-Engineering: A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases

by Sumanth077 · MCP Server · ★ 4.0k

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

Security audit verdict: SAFE · quality 55/100

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.

agentsaiai-agentsai-engineeringgenerative-aillmsmcpocrpythonrag

Quick Facts

Stars4,028
Forks966
LanguagePython
CategoryMCP Server
Quality Score55/100
Open Issues10
Last Updated2026-10-21
Created2025-02-24
Platformsmcp, python
Est. Tokens~16k

About Hands-On-AI-Engineering

🚀 Hands-On AI Engineering A curated collection of practical, production-ready AI projects across multiple modalities, including language models, multimodal models, OCR systems, RAG pipelines, and AI agents. Each project is designed to help you learn, experiment, and build real-world AI applications.

Compatible Skills

These tools work well together with Hands-On-AI-Engineering for enhanced workflows:

  • vexjoy-agent — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (58%)
  • PraisonAI — semantic(0.22)+complementary+same_lang+similar_pop+shared_platform (58%)
  • open-terminal — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (57%)
  • awesome-azure-openai-llm — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • honcho — semantic(0.17)+complementary+same_lang+similar_pop+shared_platform (56%)

Hands-On-AI-Engineering alternative? Top 6 similar tools

Looking for a Hands-On-AI-Engineering alternative? If you're comparing Hands-On-AI-Engineering 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.

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  • sre by SmythOS · ⭐ 1.3k

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  • cuga-agent by cuga-project · ⭐ 1.0k

    CUGA is an open-source generalist agent harness for the enterprise, supporting complex task execution on web a

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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:

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