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General AI and machine learning tools include platforms for building, deploying, and managing ML models, along with infrastructure, evaluation, and workflow tools that support AI development broadly. With 674 tools, this category covers a wide spectrum from no-code ML builders to developer-facing MLOps infrastructure.

Monica

general

AI assistant supporting multiple major models

Free From $8.3 52 · 37,663 votes

Kaption AI

general

Captions and subtitles for video and audio in 120+ languages

Free 41 · 23,143 votes

Zyft

general

AI shopping comparison app for finding products

Free 40 · 36,425 votes

Zams

general

AI automation for sales and revenue operations

Free 39 · 53,725 votes

Squire AI

general

AI assistant for financial advisors and planning tasks

Free 38 · 64,130 votes

Beam

general

ChatGPT on Mac with a global hotkey

Free 38 · 63,616 votes

Based Tools

general

Directory of over 12,000 AI tools and websites

Free 38 · 60,557 votes

Roundtable

general

Real-time bot detection for user surveys and traffic

Free 38 · 55,496 votes

100 Markets Inst

general

Blog posts generated in multiple languages

Free 38 · 56,388 votes

Unvoice Bot

general

Transcribe WhatsApp voice messages instantly

Free 37 · 55,406 votes

Experai

general

Ask questions to subject matter experts

Free 37 · 51,605 votes

JADWAL188

general

Discover ingredients in your favorite snacks

Free 37 · 50,839 votes

Listen Monster

general

Convert audio and video to text with fast transcription

Free 37 · 46,765 votes

Mailyr

general

Write emails in seconds with free AI Chrome extension

Free 37 · 43,988 votes

Luw.ai

general

Design interior and exterior spaces with AI

Free 37 · 38,815 votes

Codara

general

Code review automation

Free 37 · 40,582 votes

Forma Run

general

AI running analysis for form and injury prevention

Free 37 · 38,860 votes

AI Reelity Trip Planner

general

AI trip planning and travel itinerary assistance

Free 37 · 35,344 votes

UserWatch

general

Product analytics with AI

Free 37 · 34,513 votes

Synexa AI

general

Sales and marketing automation platform

Free 37 · 33,131 votes

Pop-Plan

general

AI travel itinerary planner based on preferences and budget

Free 36 · 32,002 votes

Try AiryChat AI Assistants for Free

general

Free AI assistants for learning and business

Free 36 · 30,510 votes

Siedesk

general

AI knowledge base and FAQ builder for internal and customer-facing documentation

Free 36 · 25,544 votes

Entry Point AI

general

Fine-tune custom language models without code

Free 36 · 19,431 votes

This category includes tools aimed at very different audiences. Platforms like Ultracode and Workverse lean toward automation and productivity applications built on AI, while infrastructure tools like EdgeTrace serve engineers managing model pipelines and monitoring production systems. Tools like Userpersona and Hippo Scribe apply ML techniques to specific tasks like persona generation or medical transcription. The unifying thread is that they are powered by machine learning but do not fit neatly into a narrow vertical like image generation or speech-to-text. When navigating this category, the most useful filters are technical depth (no-code vs. API-first), deployment environment (cloud vs. self-hosted), and target use case. Many enterprise-grade tools here require custom pricing quotes, while developer tools often offer usage-based billing. Evaluating model accuracy and latency on your specific data is almost always necessary before committing to production use.