Ontomics vs ReftrixMCP

Side-by-side comparison of two Model Context Protocol servers — install paths, tools, quality signals, and directory engagement so you can pick the right one for Claude, Cursor, and other MCP clients.

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Ontomics
EtienneChollet
💻 Developer Tools
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💻 Developer Tools
SummarySemantic code index that extracts domain concepts, naming conventions, and behavioral similarity from codebases. One tool call instead of 19, 20x fewer tokens for codebase understanding queries.Web design analysis MCP server with 26 tools for layout extraction, motion detection, quality scoring, and semantic search. Uses Playwright, pgvector HNSW, and Ollama Vision to turn web pages into searchable, structured design knowledge.
Quality signal25/100 (Emerging)23/100 (Emerging)
Install pathRemote · highnpx · low
Engagement 1 0 0 40 0 0 0 1
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView OntomicsView ReftrixMCP
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