Viability Scores

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

151.
Norton Neo Browser
Norton Neo BrowserFree

Free AI browser with built-in VPN, ad blocking, and local-first privacy

35/100At Risk
152.
Mcp Shodan
Mcp ShodanFree

Search and analyze internet-connected devices via Shodan's MCP server for AI assistants

35/100At Risk
153.
Openai Assistant Swarm
Openai Assistant SwarmFree

Orchestrate multiple OpenAI assistants through one Node.js SDK wrapper.

35/100At Risk
154.
J.AI
J.AIFree

Chat with diverse AI characters you create.

35/100At Risk
155.
vebeAI
vebeAIFreemium

AI short-video workspace that turns ideas and links into editable drafts for teams.

35/100At Risk
156.
Colormind
ColormindFree

Free AI color palette generator that learns styles from movies, art, and photos

35/100At Risk
157.
BabelDuck
BabelDuckFree

Free AI conversation practice for language learners at any level

36/100At Risk
158.
LawWiz
LawWizContact Sales

AI-powered legal toolkit with 1,000+ tools and CLE tracking for modern attorneys.

36/100At Risk
159.
SimSimi
SimSimiFreemium

Korean AI character chat with crowd-taught, quirky replies

36/100At Risk
160.
Lightberry
LightberryContact Sales

Lightberry gives your robot a social brain — talk, see, and learn, no coding.

36/100At Risk
161.
cliare
cliareFree

Black-box CLI measurement that emits evidence-backed shape files for AI agent-readiness.

36/100At Risk
162.
Applications IA Gratuites
Applications IA GratuitesFree

Curated directory of free AI apps for easy discovery and comparison

36/100At Risk
163.
HermesPet
HermesPetFree

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

36/100At Risk
164.
Warriorjs
WarriorjsFree

Practice JavaScript by climbing a tower dungeon in this open-source coding game

36/100At Risk
165.
DevClad
DevCladFreemium

AI-matched developer networking to build MVPs fast

36/100At Risk
166.
PionexGPT
PionexGPTFreemium

Crypto exchange with built-in automated trading bots and an AI assistant for strategy design

36/100At Risk
167.
Supercreator.ai
Supercreator.aiFreemium

Create AI videos from scripts right on your smartphone

36/100At Risk
168.
Apple Books Digital Narration
Apple Books Digital NarrationFree

Free Apple Books tool that turns your ePub into a narrated audiobook using AI voices.

36/100At Risk
169.
Exin Therapeutics
Exin TherapeuticsContact Sales

AI target discovery platform for neurotherapeutics across disorders

36/100At Risk
170.
BookAbout
BookAboutFree

AI-powered book discovery via natural language search across 500,000+ titles.

36/100At Risk
171.
EtsyGenerator
EtsyGeneratorFree

Free AI-powered Etsy listing optimizer for SEO titles, descriptions, and tags.

36/100At Risk
172.
Moodboard Creator
Moodboard CreatorFree

Free AI moodboard generator from text keywords for branding inspiration

36/100At Risk
173.
ChatPilot
ChatPilotFree

Open-source chat agent with search, RAG, and code interpreter

36/100At Risk
174.
Simulatrex Engine
Simulatrex EngineContact Sales

Open-source platform for simulating customer behavior with AI digital twins

36/100At Risk
175.
100+ Startup Roles Prompt Templates
100+ Startup Roles Prompt TemplatesPaid

One-time $27 pack of copy-paste prompt templates for 100+ startup roles, ready for ChatGPT, Claude, or Gemini.

36/100At Risk
176.
Email Wizardry: Prompts for Conv. Emails
Email Wizardry: Prompts for Conv. EmailsPaid

940+ proven AI email prompts across 30 categories to write high-converting emails.

36/100At Risk
177.
writeGPT
writeGPTFreemium

AI Chrome extension for ChatGPT-powered writing and reading on any webpage

36/100At Risk
178.
Swyft AI
Swyft AIContact Sales

AI agents that automate RevOps workflows and CRM data

36/100At Risk
179.
150+ Historic Figures Prompt Templates
150+ Historic Figures Prompt TemplatesPaid

150+ researched prompt templates for chatting with historical figures in ChatGPT and Claude.

36/100At Risk
180.
Darkgrade
DarkgradeFree

Open-source protocol for LLMs to control camera sensors via a type-safe TypeScript API

36/100At Risk
181.
TectoAI
TectoAIContact Sales

AI governance, compliance, and monitoring platform for regulated industries

36/100At Risk
182.
Nerviom
NerviomContact Sales

AI autopilot that gets infrastructure sites shovel-ready months faster, via predevelopment workflows.

36/100At Risk
183.
Runsight
RunsightFree

Open-source YAML workflow engine for Git-native AI agents with per-run cost tracking and built-in eval.

36/100At Risk
184.
Polywise
PolywiseFree

Open source agentic content system that turns saved content into persistent context for AI agents.

36/100At Risk
185.
Hashtag Guru: AI Assist for IG
Hashtag Guru: AI Assist for IGFreemium

Mobile-first AI tool that generates optimized Instagram and TikTok hashtags and captions from photos, with real-time popularity insights.

36/100At Risk
186.
Brainy Docs
Brainy DocsFreemium

Turn PDFs into AI explainer videos in minutes

36/100At Risk
187.
Horde Worker ReGen
Horde Worker ReGenFree

Donate idle GPU/CPU to a free, community-powered AI generation network.

36/100At Risk
188.
Write Like a Pro: Expert Prompt
Write Like a Pro: Expert PromptPaid

Expert copywriting prompts for high-converting marketing copy

36/100At Risk
189.
Convertology.ai
Convertology.aiFreemium

AI headline optimizer that boosts conversion rates in seconds

36/100At Risk
190.
Puzld.Ai
Puzld.AiFree

Multi-LLM orchestration from your terminal — no API keys required.

36/100At Risk
191.
ArguAI
ArguAIFreemium

AI paralegal for legal research, document review, and case analysis

36/100At Risk
192.
Teammately
TeammatelyContact Sales

Autonomous AI agent for building and evaluating production-grade AI systems.

36/100At Risk
193.
Asendia AI
Asendia AIContact Sales

AI recruiter agents that clone your best recruiters to screen 10x more candidates for staffing agencies.

36/100At Risk
194.
Kamoto.AI
Kamoto.AIFreemium

Create, train, and monetize custom AI characters with Kamoto.AI.

36/100At Risk
195.
Predikt AI
Predikt AIFreemium

All-in-one agency management platform for sales, delivery, resources, and finance.

36/100At Risk
196.
FreeImage.AI
FreeImage.AIFree

Free AI image generation with no sign-up and multiple models

37/100At Risk
197.
CodeMorph
CodeMorphFree

Free in-browser AI code translator between languages, with CLI-to-GUI conversion.

37/100At Risk
198.
LaunchForge
LaunchForgeFreemium

Free tool to generate landing pages, Twitter threads, and Product Hunt drafts from one form.

37/100At Risk
199.
Chatgbot
ChatgbotFreemium

Chat with GPT, Claude, DeepSeek, Qwen, and GLM in one app, plus image gen, web search, PDF chat, and app building.

37/100At Risk
200.
MadeYu
MadeYuFreemium

Anime art and short video generator for manga-style creators.

37/100At Risk

262 tools found

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