awesome-unipds-projects: A curated list of original projects built by students of the UNIPDS Software engineering with Applied AI

by unipds-engenharia-de-ia-aplicada · MCP Server · ★ 260

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

Security audit verdict: SAFE · quality 52/100

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.

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-agentsgeminigemininanolangchainlangchain-jslanggraphmachine-learningmodel-context-protocoltensorflowwebai

Quick Facts

Stars260
Forks71
CategoryMCP Server
Quality Score52/100
Open Issues3
Last Updated2026-07-22
Created2026-04-16
Platformsbrowser, gemini, mcp
Est. Tokens~14k

About awesome-unipds-projects

Awesome UNIPDS Projects 🎓 A curated list of original projects built by students of the UNIPDS Software engineering with Applied AI postgrad course. [!IMPORTANT] This is a showcase of original student work. Projects inspired by course concepts are welcome, but must be brand new creations — not copies of exercises demonstrated in class. Want to add your own? See CONTRIBUTING.md.

Compatible Skills

These tools work well together with awesome-unipds-projects for enhanced workflows:

  • The-Agentic-Researcher — semantic(0.22)+complementary+similar_pop+shared_platform (48%)
  • SWE-AF — semantic(0.20)+complementary+similar_pop+shared_platform (47%)
  • agent-auth-payments — semantic(0.19)+complementary+rare_topics+similar_pop (46%)

awesome-unipds-projects alternative? Top 6 similar tools

Looking for a awesome-unipds-projects alternative? If you're comparing awesome-unipds-projects 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.

  • vllora by vllora · ⭐ 814

    Debug your AI agents

  • postman-mcp-server by postmanlabs · ⭐ 325

    Postman MCP Server — connect AI agents (Claude Code, Cursor, VS Code Copilot, Gemini CLI) to your Postman coll

  • oreilly-ai-agents by sinanuozdemir · ⭐ 322

    An introduction to the world of AI Agents

  • ai-playground by rokbenko · ⭐ 321

    Code from tutorials presented on the "Code AI with Rok" YouTube channel

  • langchain_data_agent by eosho · ⭐ 236

    NL2SQL - Ask questions in plain English, get SQL queries and results. Powered by LangGraph.

  • wavefront by rootflo · ⭐ 203

    🔥🔥🔥 Enterprise AI Harness, connect your data to AI

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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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