A Validated Developer Tools Tool for Your AI

Sverklo — code intelligence for AI agents. Local-first semantic search, PageRank ranking, zero config.

SETUP TIME

2 min

SKILL LEVEL

beginner

COST TO RUN

Free. Runs entirely locally via npx with zero external API calls or fees.

SAFETY SCORE

87/100

A DAY WITH THIS

It is 9:15am. You ask Claude to "find all functions that call the database layer" in your 50-file codebase. Claude uses Sverklo to run semantic search locally, ranks results by importance using PageRank, and shows you the three most central functions in seconds—no cloud roundtrip, no API key.

TRY THIS FIRST

Search codebase for pattern
████████████████████████████████
████████████████████

STACKS WELL WITH

████████ · ████████ · ████████

SUBSCRIBERS ONLY

The exact prompts, config and setup instructions are available to Followloop subscribers.

START FOR $5 →

Pay $5 · Cancel anytime

ACCESS THIS TOOL

Get access to this tool and 700+ other safety-validated resources through Followloop.

START FOR $5 →

Pay $5 · Cancel anytime

FOR BEGINNERS

Zero config means no credentials, API keys, or setup beyond running the MCP—just point it at your codebase directory and search.

SAFETY STATUS

Safety score87/100

✓URL reputation checked

✓Prompt injection screened

✓Malicious code scan

✓Re-scanned every 6h

MORE IN DEVELOPER TOOLS

Every tool in Followloop is screened like this one.

Claude will eat your time. Followloop gives it back, with interest.

START FOR $5 →