multimodal-agents-course: An MCP Multimodal AI Agent with eyes and ears

by the-ai-merge · MCP Server · ★ 581

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

Security audit verdict: SAFE · quality 58/100

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.

agentembeddingsgroqmcpmcp-clientmcp-servermultimodalopenaiopikpixeltable

Quick Facts

Stars581
Forks149
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score58/100
Open Issues2
Last Updated2026-01-05
Created2025-04-07
Platformscli, mcp, python
Est. Tokens~6807k

About multimodal-agents-course

Kubrick Course Hi Dave... Learn to build AI Agents that can understand images, text, audio and videos. A free, Open-source course by The Neural Maze and Neural Bits in collaboration with Pixeltable and Opik 📖 About This Course Tired of tutorials that just walk you through connecting an existing MCP server to Claude Desktop? Yeah, us too.

Compatible Skills

These tools work well together with multimodal-agents-course for enhanced workflows:

  • VT.ai — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (59%)
  • multimodal-chat — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (56%)
  • VisualAgentBench — semantic(0.27)+complementary+same_lang+similar_pop+shared_platform (54%)
  • MMClaw — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)
  • ai-agent-skill-for-video-workflow — semantic(0.15)+complementary+same_lang+similar_pop+shared_platform (50%)

multimodal-agents-course alternative? Top 6 similar tools

Looking for a multimodal-agents-course alternative? If you're comparing multimodal-agents-course 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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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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