AI tool intelligence

Find the right AI products for the work.

Our live catalog contains 2,444 researched AI products. Each record keeps current product positioning, fit, limitations, pricing signals, and official destinations together for a clearer decision.

Search products, capabilities, and workflowsBrowse the index ↓
2,444AI products in the catalog
DatedAvailability and evidence checks
IndependentFit, limitations, and alternatives

Public AI tool catalog

Search this public selection by the work you need to improve.

Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.

CO
Catalog evaluation

Developer tools

CodeRabbit

CodeRabbit is an AI code-review platform for pull requests, IDEs, and the command line. It analyzes code changes with repository context, provides summaries and review comments, supports configurable review instructions, and offers pre-merge checks, autofixes, test generation, and integrations with development workflows.

Pull request reviewsIDECLIGitHubGitLab
Review
CU
Catalog evaluation

Code editors

Cursor

Cursor is an AI-powered coding environment for building, editing, reviewing, and maintaining software. Developers can work with codebase-aware agents, autocomplete, inline edits, terminal workflows, cloud agents, and code review features while selecting from supported coding models.

Coding AgentsCode CompletionCode ReviewCommand LineCloud Agents
Review
DM
Catalog evaluation

Machine learning

Databricks Mosaic AI Training

Databricks Mosaic AI Training is the current Databricks service and tooling for training and deploying large AI models. Formerly MosaicML, it provides a command-line interface and Python SDK for training runs, pretraining, fine-tuning, cloud data access, and developer-tool integrations.

Large Language ModelsModel TrainingModel Fine-TuningPython SDKMulti-Cloud
Review
EL
Catalog evaluation

Knowledge management

Elephas

Elephas is a Mac and iOS knowledge workspace for asking questions, drafting, and finding information across personal documents and notes. It indexes files locally, redacts sensitive information before optional cloud requests, and can run fully offline with local models.

Private AIDocument chatLocal AIMacPII redaction
Review
GH
Catalog evaluation

AI assistants

GPT Hotline

GPT Hotline brings an AI assistant to WhatsApp for ongoing conversations, image creation and editing, news, and command-based tasks. Its Pro plan includes up to 1,000 messages and one million tokens each month, with account-based phone number registration.

WhatsAppConversational AIImage editingNewsConversation history
Review
HE
Catalog evaluation

Writing assistants

HeyFriday

HeyFriday is an AI content writing tool that uses templates and guided inputs to generate blogs, letters, advertisements, and marketing copy. Users can select a writing tone, generate drafts, then expand or rephrase text in an online workspace.

Blog WritingMarketing CopyWriting TemplatesText RewritingSEO Content
Review
HI
Catalog evaluation

Sales automation

Hints

Hints is a CRM assistant that lets sales teams update records through voice or text messages in WhatsApp, Telegram, SMS, and iOS Messages. It can create leads, change stages, add notes, assign tasks, search CRM data, and manage default or custom fields.

CRM UpdatesWhatsAppTelegramVoice CommandsSales Pipeline
Review
LO
Catalog evaluation

Code generators

Locofy

Locofy converts designs from Figma and Penpot into structured frontend code. Designers and developers can work through a plugin, command-line interface, MCP integration, or design URL, then refine generated output and integrate it with workflows such as GitHub Sync or code export.

FigmaPenpotGitHub SyncCommand line interfaceMCP
Review
ZE
Catalog evaluation

Chatbots

Zev

Zev brings a ChatGPT assistant to Telegram, LINE, and Viber conversations. It can answer questions, translate text, provide recommendations, retain recent chat context, and switch into task-specific personas such as Chef, Travel Planner, and Social Media Manager.

TelegramLINEViberChatGPTGroup chat
Review
RU
Discontinued record

Developer tools

RunMat

RunMat is a GPU-accelerated runtime and workspace for running MATLAB-syntax code in a browser, desktop app, or CLI. It combines numerical execution, interactive plotting, diagnostics, project versioning, and collaboration for engineering and scientific computation.

MATLAB compatibilityGPU accelerationCommand line interfaceDesktop appCollaborative projects
Review

How the index works

A catalog built for decisions, not rankings.

Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.

Verify what exists

We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.

Evaluate operational fit

We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.

Keep the comparison honest

Commercial relationships are disclosed, while credible limitations and alternatives stay visible.

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