ThumbGate vs Ontomics

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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T
ThumbGate
IgorGanapolsky
💻 Developer Tools
O
Ontomics
EtienneChollet
💻 Developer Tools
SummaryMCP server that blocks AI coding agents from repeating mistakes — turns thumbs-up/down feedback into enforced pre-action gates via PreToolUse hooks. Install: npx thumbgate.Semantic 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.
Quality signal20/100 (Emerging)25/100 (Emerging)
Install pathnpx · highRemote · high
Engagement 0 0 0 0 0 0 40
ToolsNot listed yetNot listed yet
Verified / officialNoNo
Open listingView ThumbGateView Ontomics
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