sverklo

Name: sverklo Review
Item: sverklo
Rating: 3.0
Author: Aaron Matthews

Skill Development Usable

Works inClaude Code

Usable Scanned — metadata only

Reduces context switching and manual navigation when understanding large codebases.

The local-first MCP server for code intelligence — symbol graph, blast-radius, git-pinned memory. Open-source alternative to Greptile/Sourcegraph for Claude Code & Cursor.

Determine what breaks when refactoring a function
Trace call chains across multiple files quickly
Navigate unfamiliar code without leaving the editor

76 starsMIT (commercial OK)FreeQuick setup

Usable rating — This tool is functional but has notable gaps. Review the evaluation notes below before deploying.

Why it matters

Reduces context switching and manual navigation when understanding large codebases. Enables Claude to trace symbol relationships and impact scope without external API calls.

Best for

Teams using Claude Code or Cursor who need fast, local code intelligence without third-party dependencies or rate limits.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/sverklo/sverklo

By sverklo

How to Get It

Option 1: Claude Desktop App (Code Mode)Click the + button next to the prompt box → Plugins → Add plugin. Search and click Install. Skills work in Claude Code only.

Option 2: Paste into Claude CodeCopy the command below and paste it into your conversation. Claude will install it.

Instructions to paste into Claude

npm install -g sverklo && sverklo init

Optional no-write preview first: npm exec --yes --package=sverklo@latest -- sverklo prove --no-write --guided --markdown, then sverklo init --dry-run. 'sverklo init' writes the MCP config for your agent and appends instructions to AGENTS.md or CLAUDE.md.

First thing to try

After installing, paste this into Claude:

Help me determine what breaks when refactoring a function

CostFree

Trust Signals Auto-scanned

Stars76Contributors4Last updated2026-08-12LicenseMIT (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-08-12 · scanner vattempted-no-data

Community Pulse Active

Discussed on Hacker News, Reddit

Sverklo: local-first MCP code intelligence for AI agents — 37 tools, 12 langs, M — Reddit · 3 pts
Sverklo v0.17 launch — paper, two reproducible benchmarks, and the runs we lose — Reddit · 3 pts
Show HN: Sverklo – repo memory for coding agents — Hacker News · 3 pts

3 mentions across 2 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 60 GitHub stars; contributors unknown; last commit 1d ago; license MIT.

Things to check

Scanned, not hands-on tested — this entry was auto-scanned from public metadata (GitHub metrics, license, security flags). No reviewer has run it, and no tool-specific limitations have been documented yet.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

3/5

Versatility

3/5

Reliability

3/5

Security

3/5

Overall score3.00 / 5.00 UsableEvaluatedMay 2026

Scored from trust signals (evidence-eval-v1): 60 GitHub stars; contributors unknown; last commit 1d ago; license MIT.

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