Skill of Skills
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mcp_chatbot

by keli-wen

A chatbot implementation compatible with MCP (terminal / streamlit supported)

Supported Platforms

🔧 Generic

Stars

249

Skill Type

📖 Library & API Reference

Quality Score

122/200

License

MIT

Forks

53

Last Updated

Jul 25, 2026

Discovered

Apr 17, 2026

Validation

Passed

github.com/keli-wen/mcp_chatbot

Quality Breakdown

122/ 200

Content Signals

✓Gotchas/Edge Cases+40
○Progressive Disclosure+30
○Trigger Description+20
○Verification/Safety+20
✓Code Examples+15
○Composability+15

Repo Health

○Recent Activity+15
✓Scripts/Automation+10
✓Real Usage (Issues)+10
✓Single Responsibility+10
✓Config/Persistence+10
✓Install Instructions+5

Multi-platform bonus: +5 pts if tool supports 2+ platforms. Score derived from 12 structural signals — not stars or popularity.

Trust & Verification

low

Standard permissions only. Safe for general use.

Stale

No commits in 90-365 days and no tagged releases.

Unverified skill. Always review source code before installing any skill from an unknown author.

Risk Assessment

  • Repository contains example chatbot code for MCP (Model Context Protocol) integration without requesting elevated system capabilities
  • No install scripts, bootstrap automation, or persistent config modification detected in file list
  • No shell/bash execution, terminal access, or autonomous operation without human approval
  • No multi-agent spawning or orchestration mechanisms present
  • Standard Python package structure with example applications (Streamlit, terminal chatbot)
  • Scripts present (check.sh, unittest.sh) are standard testing/linting utilities, not system-level commands