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Sverklo
by sverklo
Local-first code intelligence MCP server providing symbol graphs, blast-radius analysis, and git-pinned memory.
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Works in:CursorWindsurfzed
Exposes:ToolsResourcesPrompts
What it does
Sverklo is a high-performance, local-first code intelligence engine that connects your AI agent to your actual codebase territory. Unlike naive grep or basic embeddings, it builds a real symbol graph and calculates PageRank over dependencies to provide structurally aware retrieval.
Tools
sverklo_search: Hybrid BM25, vector, and PageRank search for semantic code discovery.sverklo_impact: Calculates the real blast radius of a change by walking the symbol graph.sverklo_refs: Finds all real references to a symbol, effectively proving dead code.sverklo_review_diff: Risk-scores git diffs based on symbol importance, coverage, and churn.sverklo_remember/sverklo_recall: Bi-temporal, git-pinned memory for tracking architectural decisions.
Installation
Add the following to your claude_desktop_config.json:
{
"mcpServers": {
"sverklo": {
"command": "npx",
"args": ["-y", "sverklo", "."]
}
}
}
Supported hosts
Confirmed support for Claude Code, Cursor, Windsurf, and Zed.
Quick install
npm install -g sverklo && sverklo initInformation
- Pricing
- free
- Published
- 5/27/2026
- stars
