CleanSlop vs Sourclip: Features, Pricing & Which Is Better (2026)

A side-by-side comparison of CleanSlop and Sourclip — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.

CleanSlop

Freemium

Scans vibe-coded apps for launch-blocking issues like leaked keys and data exposure, and reports what to fix first, right from your coding agent.

Agent-Native Scanning: Tell Claude Code, Codex, Cursor or other agents to scan with CleanSlop and fix findings where you build.
System-Level Code Mapping: Maps routes, background jobs, data and external services so each finding follows a real call path.
Prioritized Reports: Findings grouped as needs attention, worth a look and minor, worst first.
Evidence for Every Finding: Shows where each issue lives in your code and why it was flagged.
Plain-English Fixes: Explains what is wrong, why it matters and what to do about it.
Copy for LLM: Hands any report to your AI tool so it can apply the fixes.
GitHub App Integration: Scan only the repositories you select, read-only access.
Expert Triage Calls: Book a 15-minute call with a CleanSlop engineer to walk through findings.

A solo founder checks a Next.js and Supabase app built with an AI coding assistant before launching.
A developer discovers an exposed AI API key bundled into browser code and moves it to a server route.
A side-project builder verifies that one user's data cannot be read by another through database policies.
A Claude Code user runs a scan from the terminal and has the agent fix the top findings.
A team lead gets a short prioritized list instead of hundreds of linter warnings.
An indie hacker books an expert triage call to confirm an ambiguous finding.

Freemium

Chrome extension that turns Google NotebookLM into a full research workflow — one-click capture, prompt library, and export for every artifact.

One-Click Web Capture: Save web pages, PDFs, Reddit posts, and X posts directly into a NotebookLM notebook with one click.
YouTube & Chat Ingest: Capture full YouTube videos, playlists, channels, and search results plus complete transcripts from ChatGPT, Claude, Gemini, Perplexity, Grok, and DeepSeek.
NotebookLM Export Layer: Export notes, study guides, FAQs, briefings, timelines, flashcards, quizzes, Audio Overviews, videos, and slides that NotebookLM does not let you download natively.
Prompt Library: 30+ ready-to-use NotebookLM prompts for research, analysis, studying, writing, and content creation, plus your own saved prompts.
Local-Only Processing: All capture runs in your browser — Sourclip's servers never receive, store, or process your research content.
Workspace Dashboard & Folders: Organize notebooks, saved prompts, and capture history in a single workspace view.
Research Source Directory: 235 curated research databases and archives you can plug into NotebookLM as sources.

Academic Research: Students and researchers pull papers, PDFs, and YouTube lectures into a single NotebookLM notebook and export study guides and flashcards.
Content Creation: Writers capture articles, podcasts, and video transcripts, then export briefings and outlines they can turn into content.
Competitive & Market Research: Analysts capture competitor sites, Reddit threads, and X conversations into a themed notebook for synthesis.
AI Chat Archiving: Keep durable, searchable copies of long ChatGPT/Claude/Gemini conversations in NotebookLM.
Study Guides on Demand: Learners generate quizzes, flashcards, and audio overviews from source material and export them for offline study.