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MustHave.ai

Good tools. Better possibilities.

Discover AI tools and web apps. Find the right fit, hear from users, and keep up with what’s new.

The MustHave seal explores tools with a magnifying glass and compass.

A little curiosity goes a long way.

Find your next useful tool

187 tools

Editorial picks first, then more tools to explore.

Ollama

Run open models on your own computer, expose a local API, and connect them to coding tools without sending every prompt to a hosted service.

CodingFree local app; cloud plans vary

LM Studio

Explore and run local language models in a desktop app, with an optional hosted-model service and a local developer endpoint.

CodingFree local app; optional paid cloud

Adobe Firefly

Adobe’s generative AI for commercially safer image, vector, and video creation.

ImageFree daily generations; Standard $9.99/month

AfterShoot

Aftershoot is a desktop workflow for photographers who want AI-assisted culling, editing and retouching with predictable subscription pricing rather than per-image fees.

Image30-day free trial; Culling from $10/mo

Ahrefs

SEO toolkit for backlinks, keywords, site audits, and content research.

AI SEO ToolsMarketingStarter $29/month; Lite $129/month

Aider

Open-source AI pair programming in your terminal.

CodingFree

Amazon Bedrock

Use foundation models from multiple providers through AWS, with managed knowledge, agent, and governance services.

CodingUsage-based by model and tier

AssemblyAI

Audio intelligence APIs for transcription, streaming speech, speaker labeling, and voice-agent applications.

Audjust AI

Audjust analyzes an existing audio track to shorten, lengthen, or loop it around musical sections without relying on an abrupt cut.

WritingFree: 3 full exports/month; paid web and API plans

Bolt.new

Bolt.new creates full-stack web applications in the browser from conversation, with editable code, databases, hosting, GitHub integration, previews, and team workspaces.

AI Website BuildersCodingFree; Pro from $25/month

BuseyBench

BuseyBench compares AI models on a repeatable Gary Busey portrait prompt, with visible SVG outputs, run metadata, and a published scoring method.

ImageResearchFree public benchmark

CanIRun.ai

CanIRun.ai matches open AI models to a GPU or Apple Silicon device using estimated memory fit, speed, and model quality.

CodingPublic tool; no paid plan listed

Cartesia

Low-latency speech generation, speech recognition, and voice-agent tools for developers and teams.

AI Voice AgentsAudioFree tier; paid credits and agent minutes