A
licenseB
qualityD
maintenanceMaximizes AI agent context window by enabling compact code reading and editing, reducing tokens by 40% for deeper codebase understanding.
19
11 npm
3
MIT
skim-mcp
by helloderekg
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TDQS
A4.2/5.0
Scored across 6 tools
Disambiguation5/5
Each tool targets a distinct operation: opening files with skeleton, expanding anchors, searching, running commands, mapping repos, and patching. No functional overlap exists.
Naming Consistency5/5
All tools follow a consistent 'skim_verb' pattern using snake_case, making the set predictable and easy to navigate.
Tool Count5/5
With 6 tools, the server is well-scoped for its purpose of compact file/repo exploration and editing. Each tool adds clear value without redundancy.
Completeness4/5
The core workflow (open, search, expand, run, map, patch) is covered, though a tool to close/discard handles is missing—minor gap for an otherwise complete surface.
Maintenance
ActivityMaintained
ResponsivenessNo issues