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.

BB
Catalog evaluation

Developer tools

Bot Butcher

Bot Butcher is an API for identifying spam submitted through website contact forms. It uses a fine-tuned large language model to classify messages in the context of a site's domain, returning a JSON response that applications can use to route or reject submissions.

Spam detectionContact formsAPILarge language modelsPrivacy controls
Review
IO
Catalog evaluation

Plagiarism checkers

Inspera Originality

Inspera Originality is an academic-integrity tool acquired from Crossplag. It helps educators review student submissions for contextual similarity, translated similarity, potential AI authorship, and text manipulation, then provides configurable originality reports that support professional academic judgment.

Academic integritySimilarity detectionAI authorship detectionTranslation plagiarismLMS integration
Review
MB
Catalog evaluation

Developer tools

MirageML Bench

MirageML Bench tracks how far coding models can progress toward building a GTA-style game set in San Francisco from clean-room repositories. It presents playable submissions, their model and build information, source repositories, deployment links, and stated provenance for direct inspection.

Coding AgentsBenchmarkingGame DevelopmentOpen Source
Review
SA
Catalog evaluation

AI directories

Stork.AI

Stork.AI is a directory for discovering and comparing AI tools, agents, and Model Context Protocol servers. It combines curated listings with tool comparisons, AI news and tutorials, a daily newsletter, tool submissions, and resources for developers and teams evaluating AI products.

AI tool discoveryMCP serversTool comparisonAI newsTool submissions
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