Ontomics vs Kolibri

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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O
Ontomics
EtienneChollet
💻 Developer Tools
K
Kolibri
public-ui
💻 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.Streaming KoliBri MCP server (NPM: @public-ui/mcp) delivering 200+ guaranteed accessible web component samples, specs, docs, and scenarios via hosted HTTP endpoint or local kolibri-mcp CLI.
Quality signal25/100 (Emerging)21/100 (Emerging)
Install pathRemote · highnpx · low
Engagement 1 0 0 40 0 0 0
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView OntomicsView Kolibri
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