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.

LO
Catalog evaluation

App builders

Lovable

Lovable turns natural-language instructions into editable full-stack web applications with frontend, backend, database, authentication, integrations, and deployment. It supports rapid prototyping as well as ongoing product development with real code and managed cloud services.

Vibe codingFull-stack appsNatural languageCloud hostingCode export
Review
SM
Catalog evaluation

AI agents

SmythOS

SmythOS is an AI agent platform for creating and operating workflows through a visual builder, prompts, or code. Teams can test agents, collaborate in project spaces, and deploy them through managed cloud, local infrastructure, APIs, MCP servers, or chat interfaces.

Agent builderVisual workflowsAPI deploymentMCPSelf-hosting
Review
VA
Catalog evaluation

Data analysis

Vanna AI

Vanna AI is a user-aware agent framework that connects language models to databases so users can query systems of record in natural language. Teams can use its open-source framework with their chosen LLM and database, or add hosted administrative capabilities through Vanna Cloud.

Text to SQLNatural language queriesMulti-databaseOpen sourceSelf-hosting
Review
BA
Discontinued record

Machine learning platforms

Banana

Banana was a platform for hosting and autoscaling machine learning inference workloads on serverless GPUs. Banana announced that it would sunset the Serverless GPU platform and shut down its infrastructure on March 31, 2024, directing customers to migrate to another provider.

GPU inferenceServerless GPUsModel hostingAutoscaling
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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