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.

AM
Catalog evaluation

Developer tools

AI/ML API

AI/ML API provides developers with a unified API for chat, reasoning, image, video, audio, voice, search, and other AI models. Its OpenAI- and Anthropic-compatible interfaces, playground, and MCP server let teams test models and integrate them into applications under usage-based billing.

APIModel RoutingModel Context ProtocolOpenAI CompatibilityServerless Inference
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
LI
Catalog evaluation

Customer service

LivePerson

LivePerson is an enterprise conversational AI platform for customer service, commerce, and contact centers. It orchestrates AI and human agents across messaging and voice channels, provides conversation analytics and agent tools, and helps organizations test, validate, and improve customer interactions before deployment.

Conversational AICustomer messagingContact centersConversation analyticsAgent assist
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
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
MI
Catalog evaluation

AI agents

MindStudio

MindStudio is a platform for creating and deploying AI-native agents through a visual workflow builder. Users can select from more than 200 models, connect business applications, test agent logic, and deliver agents as web apps, automations, browser extensions, email workflows, APIs, or MCP servers.

Agent WorkflowsWorkflow AutomationNo-CodeModel RoutingAPI Integration
Review
SY
Catalog evaluation

AI agents

Synthreo

Synthreo is a multi-tenant AI platform for managed service providers and enterprises. It combines branded client workspaces, AI agent creation and runtime, and tenant-level controls so partners can configure, deliver, and manage AI services across client organizations.

White-label AIMulti-tenant SaaSAI AgentsMSPsModel Routing
Review
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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