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.

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
GR
Catalog evaluation

Developer tools

GRID

GRID provides a spreadsheet engine, viewer, editor, and agent tools for embedding spreadsheet capabilities into products. Its deterministic engine lets applications and AI agents read, calculate, and edit spreadsheet models while supporting Excel and Google Sheets compatibility.

Spreadsheet engineAI agentsExcel compatibilityMCPJavaScript
Review
GR
Catalog evaluation

Meeting assistants

Groupthink

Groupthink is a personal CRM and meeting assistant that captures meeting notes, organizes them around people, and prepares users with relationship context before future conversations. It supports bot and private desktop recording, calendar integrations, and an MCP server for compatible AI assistants.

Meeting notesRelationship intelligenceCalendar integrationMeeting transcriptionMCP
Review
IN
Catalog evaluation

Data analysis

InfraNodus

InfraNodus is a text-analysis and knowledge-graph platform for turning documents, search results, surveys, and other text into interactive topic networks. It identifies clusters, relationships, sentiment, and content gaps, then uses AI and MCP integrations to generate summaries, research questions, and ideas.

Knowledge graphsText analysisTopic modelingSentiment analysisMCP server
Review
KA
Catalog evaluation

Customer support

Kapa

Kapa turns technical product knowledge into customer-facing and internal AI assistants. It indexes documentation, code, support tickets, PDFs, and community conversations, then delivers source-grounded answers through a website widget, chat platforms, support tools, API, SDK, or hosted MCP server.

Technical documentationKnowledge baseRAGMCPSlack
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
OR
Catalog evaluation

Developer tools

ora

ora is an agent-readiness scanner and product-ranking service. It runs a four-layer audit that scores whether AI agents can discover, understand, use, and pay for a product, and offers an MCP server plus read-only REST API for product discovery and scoring.

AI agentsWebsite auditsMCPREST APIProduct discovery
Review
SM
Catalog evaluation

AI agents

SmythOS

SmythOS is an AI agent platform for creating and operating workflows through a visual builder, prompts, or code. Teams can test agents, collaborate in project spaces, and deploy them through managed cloud, local infrastructure, APIs, MCP servers, or chat interfaces.

Agent builderVisual workflowsAPI deploymentMCPSelf-hosting
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
SA
Catalog evaluation

Image generators

Supermeme.ai

Supermeme.ai generates captioned memes from text prompts in more than 110 languages. Its web app combines a curated template library with editing, export, and watermarking controls, while its API and MCP server support automated meme generation, template search, and minimalist visual creation.

Meme generationMeme templatesMultilingualAPIMCP
Review
TW
Catalog evaluation

Sales

Twain

Twain provides research and writing agents for B2B outbound campaigns. It researches prospects using web and CRM context, qualifies leads, and produces personalized multichannel messages. Teams can use it through native sales-tool integrations, an API, or an MCP server while keeping message sending in their existing sequencer.

B2B outreachSales prospectingEmail personalizationGTM agentsCRM integrations
Review
TY
Catalog evaluation

AI chatbots

TypingMind

TypingMind is a web interface for using AI models through your own API keys. It combines chats with models such as ChatGPT, Claude, and Gemini with agents, prompt libraries, plugins, MCP servers, projects, and document-backed knowledge bases.

Multi-model chatBring your own API keyKnowledge basesMCPLocal data storage
Review
VA
Catalog evaluation

E-commerce tools

VOC.AI

VOC.AI helps e-commerce sellers, operators, and engineering teams analyze Amazon review data, customer pain points, keywords, and sales signals. It provides research reports, an AI agent, and API and MCP access for incorporating Amazon data into internal workflows.

Amazon reviewsReview analysisCustomer insightsProduct researchMCP
Review
VO
Catalog evaluation

Audio editing

VocalRemover

VocalRemover is a browser-based audio toolbox for separating vocals and instrumentals, splitting music into stems, creating karaoke tracks, and cleaning recordings. It also offers an API and MCP server for running supported audio tasks through compatible AI assistants.

Vocal removalStem separationKaraoke tracksNoise reductionMCP
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.

Evaluating a product for a live workflow?

Bring the decision to our engineers