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

Coderbuds

Coderbuds measures engineering performance from connected development tools and uses AI agents to act on detected bottlenecks. It tracks DORA, SPACE, pull-request, and team-health metrics, then can automate actions such as review follow-ups, PR-size guidance, and deployment-failure analysis.

Engineering metricsDORA metricsSPACE FrameworkGitHubSlack
Review
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
LO
Catalog evaluation

Shopping assistants

Looria

Looria is a product-research site that collects reviews from curated sources, assigns quality scores, and summarizes opinions for purchase decisions. It also analyzes Reddit discussions and community feedback to show product longevity, common failures, quality changes, and repairability.

Product reviewsProduct comparisonsReddit analysisRepairabilityBuying research
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?

Bring the decision to our engineers