A
licenseNot graded
qualityC
maintenanceEnables AI assistants like Claude to search and retrieve technical documentation from a local DevDocs instance for hundreds of programming languages and frameworks.
1
MIT
flywheel-gear-dev-mcp
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TDQS
B3.2/5.0
Scored across 11 tools
Disambiguation4/5
Each tool targets a distinct documentation topic, so agents can generally tell them apart. Minor overlap exists between gear-building docs, gear specs, and manifest schema, but the descriptions clarify the different focuses.
Naming Consistency4/5
All tools use a get_ verb and topic-based names, which is predictable. However, suffixes vary between docs, guide, standard, schema, and specs, and prefixes inconsistently use fw, flywheel, or nothing.
Tool Count5/5
Eleven tools is well-scoped for a documentation-focused server, covering distinct sources without redundancy. Each tool earns its place, and list_available_docs adds useful discovery without bloat.
Completeness4/5
The set covers major Flywheel gear development areas including the SDK, gear library, file handling, BIDS, DICOM, manifest schema, and batch workflows. A generic search or fetch-all tool would strengthen the surface, but list_available_docs mitigates the main gap.