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.

OP
Catalog evaluation

AI assistants

OpenClaw

OpenClaw is a local-first personal AI assistant that connects models, tools, and communication channels. It can work through WhatsApp, Telegram, Discord, Slack, Signal, iMessage, and other channels while keeping its gateway and state on infrastructure the user controls.

Personal assistantOpen sourceSelf-hostedMessagingAutomation
Review
AI
Catalog evaluation

Developer tools

AI2SQL

AI2SQL turns natural-language requests into dialect-aware SQL using a connected database schema. It also explains, optimizes, fixes, formats, and runs queries, while its MCP gateway gives AI agents governed, read-only access to live database connections.

Text-to-SQLSQL GenerationDatabase ConnectorsQuery OptimizationMCP
Review
EA
Catalog evaluation

Developer tools

Eden AI

Eden AI is an AI gateway that unifies access to LLMs and specialized models for speech, vision, OCR, translation, and more. Developers can compare providers, route requests, monitor cost and performance, and configure fallbacks through one API.

AI gatewayModel routingLLMsOCRFallback
Review
HE
Catalog evaluation

Developer tools

Helicone

Helicone provides an AI gateway and observability platform for teams building LLM applications. Developers can route requests across providers, track usage and costs, debug sessions, manage prompts and datasets, and configure reliability features such as caching, rate limits, and automatic fallbacks.

LLM ObservabilityAI GatewayCost TrackingPrompt ManagementModel Routing
Review
MA
Catalog evaluation

Developer tools

Martian

Martian is an AI research lab that makes selected tools available to developers. Its Gateway provides a single API for more than 200 models with OpenAI and Anthropic API compatibility, while its ARES and K-Steering projects support agent evaluation and inference-time behavior control.

LLM routingAPIMulti-model accessOpenAI compatibilityAgent evaluation
Review
MC
Catalog evaluation

Education

Mini Course Generator

Mini Course Generator is an AI-powered course creation and eLearning authoring platform for building, publishing, sharing, and monetizing interactive courses. It generates course structures and learning materials from topics or source documents, then provides editing, interaction, delivery, and LMS export tools.

Course CreationeLearning AuthoringInteractive LearningSCORMLearning Management Systems
Review
PA
Catalog evaluation

Accounts receivable

Paymefy

Paymefy is an accounts-receivable platform with an AI agent for automating collection workflows. It segments customers, adapts payment communications, supports payment options and gateways, reconciles payments with bank statements, and updates invoice status in connected business systems.

Payment collectionBank reconciliationPayment gatewaysERP integrationsCustomer segmentation
Review
MA
Discontinued record

Other

MateAI

The assigned MateAI domain returned a gateway error during verification. No current official product pages or verified successor site were available to confirm the product’s present offering, pricing, company details, or support resources.

PA
Discontinued record

AI tools

portret.ai

The candidate website returned a 502 Bad Gateway response during verification, so no current product offering, pricing, documentation, or company information could be confirmed from official sources.

RA
Discontinued record

MLOps platforms

Radicalbit

Radicalbit provides enterprise AI infrastructure for deploying and serving ML, computer-vision, and LLM applications. Its products cover real-time ML pipelines, model observability, open-source AI monitoring, and an AI Gateway for routing, guardrails, usage controls, and visibility across AI traffic.

Model monitoringLLM observabilityData drift detectionAI GatewayEvent stream processing
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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