F
licenseD
qualityC
maintenanceEnables users to search and fetch documentation from supported libraries (langchain, llama-index, openai, uv) as clean, readable text, which can be used as context for answering questions.
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Reflex Docs MCP Server
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TDQS
A4.2/5.0
Scored across 14 tools
Disambiguation5/5
Each tool has a clearly distinct purpose: error decoding, changelog, code examples, component details, props, full doc pages, migration guides, stats, and various listing/search functions. Even overlapping tools like get_component, list_components, and search_components are complementary with clear boundaries.
Naming Consistency5/5
All tools follow a consistent verb_noun pattern with snake_case (e.g., decode_error, get_changelog, list_components, search_docs). No mixing of conventions, making the interface predictable.
Tool Count5/5
14 tools is well-scoped for a documentation server. It provides a comprehensive set of operations without being overwhelming, covering error analysis, browsing, searching, and retrieval.
Completeness5/5
The tool set covers all major documentation needs: error-assisted lookup, search by keyword/API symbol/component, browsing components/pages/recipes, retrieving full docs and migration guides, and obtaining statistics. No obvious gaps for typical agent interactions with a framework's docs.
Maintenance
ActivityInactive
ResponsivenessNo issues