Observed arrival · 2026-08-27
Kivgraph asks coding agents what breaks next
A local MCP server that maps symbols, dependencies, and cross-repository change impact for AI coding agents.
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◎Niche
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ƒJS
Field notes
Kivgraph runs locally as an MCP server over stdio, allowing coding agents to query references, callers, dependency paths, and change impact across repositories. Its benchmark presents a TypeScript example spanning five files in three repositories, and reports 332 tokens for Kivgraph against 10,054 tokens for grep plus reading. The page also includes a Go two-hop blast-radius example where grep is described as cheaper.
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Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
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