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.

AD
Catalog evaluation

Developer tools

Adrenaline

Adrenaline is an AI codebase-understanding platform for developers and engineering teams. It connects to repositories, indexes code, answers questions, and produces living documentation and interactive system diagrams. Individual plans support public GitHub repositories, while team plans add organizational repository capabilities.

Codebase diagramsCode documentationRepository analysisGitHub
Review
BA
Catalog evaluation

Business finance

Bandofacile

Bandofacile helps companies and consultants find public funding calls and prepare application documentation. Users provide company and project details, then use grant search, notifications, a virtual assistant, and customized documentation services to support their application process.

Grant discoveryGrant applicationsDocument generationBusiness fundingItalian grants
Review
CH
Catalog evaluation

Customer support

ChatBot

ChatBot is Text's AI chatbot platform for answering customer questions, recommending products, and automating common support tasks. Teams can train an agent on business content, customize conversation flows, deploy it across several channels, and hand conversations to people when needed.

AI agentsCustomer support automationEcommerceShopifyLead generation
Review
CH
Catalog evaluation

Developer tools

ChatWP

ChatWP is an AI chatbot for asking questions about WordPress. It is trained on official WordPress.org documentation and can return direct answers in requested formats, including lists, code examples, Spanish, or other styles of response.

WordPressDocumentationQuestion answeringCode examples
Review
CO
Catalog evaluation

Developer tools

CoTester

CoTester is TestGrid's AI software testing agent for generating, refining, debugging, and running test cases. Teams can turn stories or specifications into test logic, execute tests on real browsers and devices, and retain control through approval checkpoints, editable steps, and downloadable test code.

AI test generationSelf-healing testsCross-browser testingMobile testingJira integration
Review
DE
Catalog evaluation

Product management

Delibr

Delibr remains functional for existing users until August 31, 2026, when the product and stored data will no longer be accessible. The company provides an export tool and API documentation so users can download teams, collections, documents, and comments before the shutdown.

Product workTeam documentsData exportJSON export
Review
EL
Catalog evaluation

Developer tools

Elessar

Elessar connects GitHub pull requests, Slack, Notion, Linear, and email to give engineering teams shared visibility into work. It generates pull request changelogs, documentation, summaries, daily digests, and linked issue context for engineers and managers.

Pull request changelogsEngineering documentationSlackNotionLinear
Review
GL
Catalog evaluation

Clinical decision support

Glass

Glass is a clinical AI platform for ambient scribing, evidence-based clinical questions, differential diagnosis, assessment and plan drafting, and medical documentation. It also offers Glass for Patients, a U.S. adult service for organizing personal health information and preparing questions for a licensed clinician.

Clinical AIEvidence-based answersAmbient scribingDifferential diagnosisEHR integration
Review
HO
Catalog evaluation

Interior design

Homestyler

Homestyler is a cloud-based interior design platform for creating editable 3D home and commercial spaces. Users can turn floor plans or sketches into 3D models, furnish rooms with a large model library, and create renders, panoramas, virtual tours, and design documentation.

3D floor planning3D renderingAI interior design3D model libraryTeam collaboration
Review
IN
Catalog evaluation

Developer tools

Inkdrop

Inkdrop is an open-source CLI for turning Terraform plans into interactive diagrams of cloud resources and dependencies. It helps engineering teams review proposed changes, understand infrastructure relationships, create documentation, and integrate visualizations into CI workflows.

TerraformInfrastructure diagramsDevOpsCLICI/CD
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
KA
Catalog evaluation

Developer tools

KIE.ai

KIE.ai provides a unified API for video, image, audio, and language models from multiple providers. Developers can test models in a playground, use consistent request flows and webhooks, manage usage through credits, and access model-specific integration documentation.

Model APIsImage generationVideo generationAudio generationLarge language models
Review
LC
Catalog evaluation

Other

loopinhq.com

The current loopinhq.com website states that it is launching soon and provides a contact section. It does not describe a product, pricing, capabilities, documentation, or company details.

Product launchLaunch announcementContact information
Review
MA
Catalog evaluation

Writing tools

mdedit.ai

mdedit.ai is a browser and desktop Markdown workspace for technical content. It combines long-document editing, reviewable AI suggestions, collaboration, version history, visual-content tools, and publishing options while keeping Markdown as the portable source format.

MarkdownTechnical writingAI-assisted writingCollaborationGitHub
Review
ME
Catalog evaluation

Healthcare

MediNav

MediNav helps doctors, private practices, hospitals, and clinics document consultations from spoken dictation. Its software transcribes recordings, extracts relevant medical information, and pre-populates clinical forms so clinicians can review and correct documentation before saving it.

Medical dictationSpeech recognitionClinical documentationMedical formsGDPR
Review
ME
Catalog evaluation

Chatbots

Mendable

Mendable lets teams build chat-powered search and technical assistants from documentation, support resources, and connected data. It provides embeddable components and an API for deployment in products, documentation, sales workflows, and internal support environments.

Knowledge baseCustomer supportSales enablementAPIReact
Review
MI
Catalog evaluation

Developer tools

Mintlify

Mintlify is the current product from the team behind Figstack. It lets teams deploy, maintain, and customize documentation sites, including API references, with Git-based workflows or a web editor. Its platform also includes AI assistance, agent tools, search, and publishing controls.

Developer documentationAPI documentationGitHubWeb editorMCP
Review
MO
Catalog evaluation

AI Governance

Monitaur

Monitaur is enterprise AI governance software for establishing policies and controls, managing model risk and compliance, and automating validation. Its platform supports monitoring, documentation, reporting, and transparency for organizations governing internal and third-party AI systems.

Model GovernanceModel MonitoringModel ValidationRegulatory ComplianceEnterprise Software
Review
MA
Catalog evaluation

Creative tools

Muset AI

Muset AI presents itself as a creative engine and provides a Start Creating entry point on its current official website. Accessible official pages did not provide a current feature list, pricing details, or product documentation that could be independently verified.

Creative ToolsContent CreationWeb App
Review
MY
Catalog evaluation

Data analytics

Myriade

Myriade is an AI-native data platform that connects to enterprise data warehouses and builds a trusted knowledge base through autonomous discovery, validation, and documentation. Data and business teams can use it for natural-language analytics, data quality work, cataloging, SQL optimization, and governed self-service insights.

Data warehousesData catalogData qualityNatural language analyticsSQL optimization
Review
NA
Catalog evaluation

Customer support

Norby AI

Norby AI lets businesses create trained chat agents from product descriptions, documentation, and FAQs. Its no-code platform supports website widgets and integrations with messaging and social platforms, helping teams automate customer questions, product discovery, and sales conversations.

Website chatbotsKnowledge baseSales automationDiscordTelegram
Review
NU
Catalog evaluation

Speech recognition

Nuance

Nuance is now part of Microsoft and its site routes productivity users to Dragon speech recognition solutions. Dragon supports professional dictation, transcription, voice commands, and documentation workflows, while Nuance healthcare offerings are represented through Microsoft healthcare solutions.

Voice dictationSpeech-to-textAudio transcriptionWindowsLegal documentation
Review
QB
Catalog evaluation

Knowledge management

Question Base

Question Base is a Slack-native knowledge management platform for enterprise teams. Its answer agents use connected documentation and company data to answer employee questions, capture new knowledge from resolved conversations, and report on agent performance across channels.

SlackKnowledge BasesEnterprise SearchDocumentationAnswer Agents
Review
RE
Catalog evaluation

Code assistants

Refraction

Refraction is an AI code-generation tool for developers. It can create unit tests and documentation, refactor or improve code, explain code, detect bugs, and generate utilities such as regexes, SQL queries, and CI/CD pipelines through its web app and editor integrations.

Code generationUnit testingCode refactoringDocumentationIDE extensions
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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