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.

AY
Catalog evaluation

Enterprise search

Ayfie

Ayfie connects enterprise files, systems, and cloud data to a shared context layer for AI assistants and agents. Teams can search internal knowledge, receive source-verifiable answers, draft work, and deploy capabilities in tools such as Slack, Teams, Copilot, or through an API.

RAGData connectorsAI agentsKnowledge retrievalMicrosoft Teams
Review
CO
Catalog evaluation

AI infrastructure

Cohere

Cohere provides enterprise AI products including generative models, retrieval models, speech-to-text, and the North AI workplace. Organizations can deploy models in a virtual private cloud, on premises, or through Cohere's managed Model Vault, with options for customization using proprietary data.

LLM APIPrivate deploymentAI agentsSemantic searchSpeech-to-text
Review
DE
Catalog evaluation

AI development platforms

deepset

deepset provides the Haystack Enterprise Platform and the open-source Haystack framework for building AI agents and retrieval-augmented generation applications. It supports configurable models, data pipelines, deployment choices, testing, monitoring, and governance for production environments.

HaystackAgent orchestrationRAGSelf-hosted deploymentAI governance
Review
JA
Catalog evaluation

Search tools

Jina AI

Jina AI provides APIs and models for building search and retrieval systems. Developers can convert web pages to LLM-ready Markdown, generate multilingual multimodal embeddings, and rerank documents to improve relevance in enterprise search and RAG applications.

Web content extractionEmbeddingsRerankingRAGMCP
Review
KA
Catalog evaluation

Enterprise AI

Kern AI

Kern AI provides confidential AI software for enterprises building knowledge agents and internal LLM assistants. Its platform supports enterprise integrations, secure retrieval of company information, encrypted processing, and tools for teams to deploy AI applications while meeting EU data-compliance requirements.

Confidential computingKnowledge agentsData securityEnterprise searchLLM integration
Review
PA
Catalog evaluation

Enterprise search

Progress Agentic RAG

Formerly Nuclia, Progress Agentic RAG ingests and indexes enterprise content to power source-grounded search, question answering, and AI agents. Teams can use its dashboard, API, SDK, CLI, or sync agent to build retrieval workflows over documents, media, and other business data.

RAGDocument searchKnowledge basesGenerative searchAPI
Review
SH
Catalog evaluation

Vector databases

Shaped

Shaped is a vector database for personalized search and recommendations. It connects to product and behavioral data, manages embeddings and freshness, then retrieves results through a feedback loop that uses user interactions to improve ranking and relevance.

Personalized searchProduct recommendationsHybrid searchAgent retrievalData connectors
Review
XM
Catalog evaluation

AI agents

xMagic

xMagic is a platform for designing and deploying private AI agents that can use tools and route work to specialized subagents. It supports Drive-based retrieval, custom MCP integrations, and testing before deployment, with options to run in a customer-controlled cloud or data center.

SubagentsMCPKnowledge basesVoice agentsWorkflow automation
Review
YC
Catalog evaluation

Developer tools

You.com

You.com provides web intelligence APIs for developers building AI applications. Its platform offers real-time web and news search, webpage extraction, cited research, and finance research, with SDKs, REST access, and MCP support for connecting these capabilities to agents and workflows.

Web searchContent extractionResearch APIMCP ServerFinance 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.

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