At-Risk AI Tools
These tools scored below 40on our viability model. In most cases the tool’s own homepage no longer resolves when we probe it, which caps the score regardless of anything else. The rest have very little evidence behind them — nothing published beyond a landing page and almost no discussion anywhere. Check before building critical workflows around them, and tell us if we have one wrong.
262 tools · Updated September 2026
Free AI browser with built-in VPN, ad blocking, and local-first privacy
Search and analyze internet-connected devices via Shodan's MCP server for AI assistants
Orchestrate multiple OpenAI assistants through one Node.js SDK wrapper.
Chat with diverse AI characters you create.
AI short-video workspace that turns ideas and links into editable drafts for teams.
Free AI color palette generator that learns styles from movies, art, and photos
Free AI conversation practice for language learners at any level
AI-powered legal toolkit with 1,000+ tools and CLE tracking for modern attorneys.
Korean AI character chat with crowd-taught, quirky replies
Lightberry gives your robot a social brain — talk, see, and learn, no coding.
Black-box CLI measurement that emits evidence-backed shape files for AI agent-readiness.
Curated directory of free AI apps for easy discovery and comparison
原生 macOS/Windows 桌面 AI 伴侣,点刘海即聊,多引擎并行,本地数据存储
Practice JavaScript by climbing a tower dungeon in this open-source coding game
AI-matched developer networking to build MVPs fast
Crypto exchange with built-in automated trading bots and an AI assistant for strategy design
Create AI videos from scripts right on your smartphone
Free Apple Books tool that turns your ePub into a narrated audiobook using AI voices.
AI target discovery platform for neurotherapeutics across disorders
AI-powered book discovery via natural language search across 500,000+ titles.
Free AI-powered Etsy listing optimizer for SEO titles, descriptions, and tags.
Free AI moodboard generator from text keywords for branding inspiration
Open-source chat agent with search, RAG, and code interpreter
Open-source platform for simulating customer behavior with AI digital twins
One-time $27 pack of copy-paste prompt templates for 100+ startup roles, ready for ChatGPT, Claude, or Gemini.
940+ proven AI email prompts across 30 categories to write high-converting emails.
AI Chrome extension for ChatGPT-powered writing and reading on any webpage
AI agents that automate RevOps workflows and CRM data
150+ researched prompt templates for chatting with historical figures in ChatGPT and Claude.
Open-source protocol for LLMs to control camera sensors via a type-safe TypeScript API
AI governance, compliance, and monitoring platform for regulated industries
AI autopilot that gets infrastructure sites shovel-ready months faster, via predevelopment workflows.
Open-source YAML workflow engine for Git-native AI agents with per-run cost tracking and built-in eval.
Open source agentic content system that turns saved content into persistent context for AI agents.
Mobile-first AI tool that generates optimized Instagram and TikTok hashtags and captions from photos, with real-time popularity insights.
Turn PDFs into AI explainer videos in minutes
Donate idle GPU/CPU to a free, community-powered AI generation network.
Expert copywriting prompts for high-converting marketing copy
AI headline optimizer that boosts conversion rates in seconds
Multi-LLM orchestration from your terminal — no API keys required.
AI paralegal for legal research, document review, and case analysis
Autonomous AI agent for building and evaluating production-grade AI systems.
AI recruiter agents that clone your best recruiters to screen 10x more candidates for staffing agencies.
Create, train, and monetize custom AI characters with Kamoto.AI.
All-in-one agency management platform for sales, delivery, resources, and finance.
Free AI image generation with no sign-up and multiple models
Free in-browser AI code translator between languages, with CLI-to-GUI conversion.
Free tool to generate landing pages, Twitter threads, and Product Hunt drafts from one form.
Chat with GPT, Claude, DeepSeek, Qwen, and GLM in one app, plus image gen, web search, PDF chat, and app building.
Anime art and short video generator for manga-style creators.
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