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Nikita Groshinleft a comment
Hey PH! I'm the maker of Sverklo. I built this because every AI coding tool I tried either sent my code to the cloud or gave me keyword search that missed the actual symbols I needed. So I built a local MCP server that combines BM25 lexical search + ONNX vector embeddings + PageRank over the dependency graph — all running on your machine, all stored in a single SQLite file. The thing I'm most...
SverkloLocal code intelligence for AI editors. No cloud.
Sverklo is a local-first MCP server that gives AI coding assistants (Claude Code, Cursor, Windsurf) a symbol graph, hybrid search, and diff-aware PR review — without sending your code to anyone's cloud. MIT licensed, single SQLite file, 20 tools over MCP.
SverkloLocal code intelligence for AI editors. No cloud.
Nikita Groshinstarted a discussion
I dogfooded my own code intelligence tool and found 4 bugs I'd shipped
Building Sverklo (launching tomorrow on PH), I ran a structured dogfood protocol — used the tool on its own codebase to find real bugs before users did. Found 4 integration-level bugs that unit tests missed: Impact analysis silently dropped repeat call sites — the worst possible failure for a refactor-safety Reference search returned 48 substring matches, drowning the 5 real Lookup returned "No...
Nikita Groshinleft a comment
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