Skill of Skills
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PrefectHQ/fastmcp

by PrefectHQ

🚀 The fast, Pythonic way to build MCP servers and clients.

Supported Platforms

🤖 Claude Code🖱️ Cursor🧠 Codex

Stars

25.6k

Skill Type

📖 Library & API Reference

Quality Score

94/200

License

Apache-2.0

Forks

2.1k

Last Updated

Jun 11, 2026

Discovered

Apr 21, 2026

Validation

Passed

github.com/PrefectHQ/fastmcp

Quality Breakdown

94/ 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

medium

Requires extended permissions (shell access, subagents). Review before use.

Active

Updated within the last 90 days. Actively maintained.

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

Risk Assessment

  • Contains .claude directory with session-init.sh hook script that executes during Claude sessions
  • Session initialization hook (session-init.sh) could modify environment or install dependencies automatically
  • Multiple GitHub Actions workflows with shell scripts that execute arbitrary commands
  • AGENTS.md and CLAUDE.md files suggest agent orchestration capabilities
  • Custom Claude skills defined in .claude/skills directory that extend AI behavior
  • Multiple shell scripts in .github/scripts for PR review automation and GitHub interactions