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.

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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.

AD
Catalog evaluation

AI consulting

Adaptiv

Adaptiv is an independent AI product studio that designs experiences, engineers applications, and develops open-source and small language models. It works with teams launching context-aware products in education, culture, and finance, including AI video systems and lifecycle operations.

AI product developmentSmall language modelsAI videoEdTechFinTech
Review
CS
Catalog evaluation

Developer tools

Code Snippets AI

Code Snippets AI is a desktop and VS Code tool for storing, sharing, and discussing code snippets with AI. Teams can index local codebases, use open or closed-source language models, manage snippet libraries, and generate context to help developers understand and work with existing code.

Code snippetsCodebase indexingOllamaOpenRouterVS Code
Review
GO
Catalog evaluation

AI developer tools

GooseAI

GooseAI provides fully managed NLP inference through an API. It serves open-source language models for text completions and lets developers migrate from a compatible API by changing the API base URL. Pricing is credit-based and charged for generated output tokens.

Text generationNLP APIOpen-source language modelsAPI compatibilityText completions
Review
MA
Catalog evaluation

AI agents

Magick

Magick is an open-source visual IDE for creating, testing, deploying, and managing AI agents. Its node-based AIDE lets users connect logic, data, events, language models, and integrations into agent workflows that can be deployed through the Magick Engine.

Visual programmingNode-based workflowsLLMsDiscordSlack
Review
MI
Catalog evaluation

AI agents

MindsHub

MindsHub is the current product from MindsDB, renamed from the MindsDB agent platform in 2026. It lets users brief projects in plain language, connect data and tools through a credentials vault, choose agent harnesses and models, and collect shareable results.

Agent WorkflowsModel RoutingData ConnectorsProject AutomationOpen Source
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
GR
Discontinued record

Machine learning platforms

Gradient

Gradient is no longer available from gradient.ai, which now redirects to another product. Its remaining documentation describes a developer platform for fine-tuning open-source language models and generating completions through a web API.

LLM fine-tuningInference APIOpen-source models
Review
OP
Discontinued record

AI assistants

OpenAssistant

OpenAssistant was an open-source project to build a chat-based large language model and supporting datasets. The project has concluded, its online demonstration is no longer available, and released models and datasets remain available through the project repository and documentation.

Large language modelsChat assistantsOpen source
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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