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.

LA
Catalog evaluation

Developer tools

Latitude

Latitude is an open-source platform for tracing production AI agents, identifying recurring failures, and monitoring fixes. Teams can capture agent telemetry, search sessions, turn failure patterns into signals, generate evaluations, and dispatch coding agents with trace context.

OpenTelemetryAgent monitoringFailure analysisSelf-hostingMCP
Review
SA
Catalog evaluation

Writing assistants

Sapling

Sapling provides language-model tools for developers and business teams. Its API, SDK, browser extensions, and platform integrations add grammar suggestions, autocomplete, rewriting, chat assistance, and message analysis to applications, customer-service workflows, and enterprise messaging platforms.

Grammar checkingText autocompleteAPICRM integrationsSelf-hosting
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
YO
Catalog evaluation

Developer tools

YoBulk

YoBulk is an open-source platform for building and embedding CSV import flows. It helps teams validate and clean uploaded files through configurable templates, JSON-schema rules, column mapping, and a spreadsheet-style error review interface, with self-hosted and enterprise options.

CSV importData validationColumn mappingSelf-hostingReact SDK
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.

Evaluating a product for a live workflow?

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