A
licenseNot graded
qualityD
maintenanceA production-ready MCP server that equips AI agents with dynamic, persistent, and executable skills. It enables secure script execution and progressive disclosure to reduce context window usage.
7
MIT
SkillForge
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TDQS
A4.4/5.0
Scored across 10 tools
Disambiguation5/5
Each tool has a clear, unique purpose. For example, get_skill retrieves full skill content, get_skill_guide provides the writing guide, triage_skill_request analyzes intent, and request_skill_optimization creates an optimization plan. No two tools overlap in function.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern in snake_case (e.g., delete_skill, get_optimization_history, list_skills). The naming style is uniform and predictable across the entire set.
Tool Count5/5
With 10 tools, the server covers the full skill management lifecycle without being excessive. Each tool earns its place, and the count feels balanced for the domain.
Completeness5/5
The tool set covers the complete lifecycle: listing, reading, creating/updating (save), deleting, restoring, triaging, optimizing, and reviewing history/backups. There are no obvious gaps for a skill management system.
Maintenance
ActivityInactive
ResponsivenessSyncing