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sverklo
sverklo April 6, 2026
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Sverklo — code intelligence for AI agents. Local-first semantic search, PageRank ranking, zero config.
Sverklo
Sverklo (Russian: сверкло, SVERK-lo) — archaic past tense of "сверкнуть," to flash or gleam. Code intelligence that illuminates your repo so your AI assistant stops guessing.
MIT Licensed — the only fully open-source code intelligence MCP. Free for commercial use, no restrictions. Compare with alternatives →
Stop re-explaining your codebase to your AI.
Sverklo is a local-first code intelligence MCP server that gives Claude Code, Cursor, Windsurf, VS Code, JetBrains, and Google Antigravity the same mental model of your repo that a senior engineer has. Hybrid semantic search, symbol-level blast-radius analysis, diff-aware PR review, and memory pinned to git state — running entirely on your laptop.
The problem
Your AI agent edits UserService.validate(). It doesn't know that 47 other functions call it. Breaking changes ship. Tests pass because they mock the dependency.
Sverklo gives your agent the dependency graph, the blast radius, and the risk score — before it writes a single line.
<table> <tr> <td align="center"><b>20</b><br/>tools your agent actually uses</td> <td align="center"><b>< 2 s</b><br/>to index a 1,700-file monorepo</td> <td align="center"><b>0 bytes</b><br/>of your code leave your machine</td> </tr> </table>npm install -g sverk
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