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
AD
Catalog evaluation

AI consulting

Adaptiv

Adaptiv is an independent AI product studio that designs experiences, engineers applications, and develops open-source and small language models. It works with teams launching context-aware products in education, culture, and finance, including AI video systems and lifecycle operations.

AI product developmentSmall language modelsAI videoEdTechFinTech
Review
AP
Catalog evaluation

PDF tools

AI PDF Reader

AI PDF Reader is a free web tool for uploading and reading PDFs alongside an AI chat panel. It answers questions with citations, summarizes content, and translates documents. The service also accepts DOCX, TXT, PPTX, EPUB, and FB2 files without requiring an account.

PDF ChatDocument SummarizationDocument TranslationOCRMultilingual
Review
AW
Catalog evaluation

Research assistants

AI-Writer.com

AI-Writer.com researches questions against a corpus of more than 100 million open science papers. It produces cited answers, exposes the source passages behind claims, and helps users assemble structured review papers that can be shared or downloaded.

Scientific ResearchSource CitationsLiterature ReviewBibliographyBibTeX
Review
AF
Catalog evaluation

Educational resources

Aibstract.fr

Aibstract.fr is now a French informational website covering finance, real estate, employment, business, and technology. Its current content includes practical explainers on topics such as bank transfers, account restrictions, employment questions, housing, and everyday technology.

Personal FinanceReal EstateEmploymentBusinessTechnology
Review
AP
Catalog evaluation

Image generators

Amazing Photos

Amazing Photos is an open-source AI image generation project for training personalized models from uploaded photos and creating custom images with prompts. Its codebase includes cloud integrations for model training and image generation, and can also be run locally by developers.

Personalized modelsCustom image generationFluxOpen source
Review
BA
Catalog evaluation

Machine learning platforms

Baseten

Baseten is a training and inference platform for teams serving AI models in production. It deploys open-source, custom, and fine-tuned models as scalable API endpoints, and also provides pre-optimized Model APIs, managed cloud infrastructure, self-hosted options, model training, and engineering support.

Model servingInference APIsAutoscalingGPU infrastructureModel training
Review
BL
Catalog evaluation

Education tools

Bloom

Bloom is an open-source learning companion from Plastic Labs. It provides personalized chat-based learning that adapts to a learner's interests and thinking, supporting homework help, brainstorming, and exploration. A free tier includes 50 messages, while Personal adds unlimited conversations and richer context.

Personalized learningHomework helpSocratic learningLearning companionOpen source
Review
BO
Catalog evaluation

Developer tools

Bottest

Bottest is an open-source, self-hosted platform for testing AI chatbots. Teams record conversations, set response baselines, run test suites, and use evaluations and analytics to check chatbot functionality, performance, consistency, and security.

Chatbot testingQA automationSelf-hostedRegression testingPerformance testing
Review
CA
Catalog evaluation

Developer tools

Clips AI

Clips AI is an open-source Python library for converting long-form video into shorter clips. It transcribes audio-centric videos, identifies clip boundaries from transcripts, and dynamically reframes video from 16:9 to 9:16 around the active speaker for short-form formats.

PythonVideo clippingVideo transcriptionPodcast editingVideo reframing
Review
CS
Catalog evaluation

Developer tools

Code Snippets AI

Code Snippets AI is a desktop and VS Code tool for storing, sharing, and discussing code snippets with AI. Teams can index local codebases, use open or closed-source language models, manage snippet libraries, and generate context to help developers understand and work with existing code.

Code snippetsCodebase indexingOllamaOpenRouterVS Code
Review
CA
Catalog evaluation

Design tools

Components AI

Components AI is a no-code design tool for building responsive components, pages, sites, and design systems. It lets creatives explore parameterized designs, import visual brands as design tokens, and export the resulting work as code and design assets.

Generative designDesign tokensCode exportColor systemsResponsive design
Review
DA
Catalog evaluation

Audio generators

Dadabots

Dadabots is an experimental music collective and research project that uses neural networks for generative audio, live performances, and music livestreams. Its site publishes research and open-source code for audio synthesis, music datasets, and GuitarPro-based music generation rather than a conventional commercial music-generation app.

Generative musicNeural synthesisOpen sourceLivestreams
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
DO
Catalog evaluation

Document processing

Doclime

Doclime lets users upload PDFs, ask contextual questions, and receive answers backed by references from their documents. It combines PDF viewing, document search, note-taking, OCR for scanned files, and multi-document chat in a single workspace.

PDF chatDocument analysisOCRCitation answersNote-taking
Review
EA
Catalog evaluation

Developer tools

Evidently AI

Evidently AI is an open-source framework for evaluating, testing, and monitoring LLM applications, RAG systems, AI agents, and predictive machine-learning models. Teams can use built-in or custom metrics, generate test cases, run evaluations locally or in the cloud, and track quality over time.

LLM evaluationML monitoringData driftRAG evaluationOpen source
Review
FA
Catalog evaluation

Design tools

Figma Autoname

Figma Autoname is a free, open-source Figma plugin that automatically names design layers. It can rename selected layers and their children while avoiding component and instance layers, and it supports importing a Teachable Machine model.

FigmaLayer namingOpen sourceTeachable Machine
Review
FO
Catalog evaluation

AI development platforms

Forefront

Forefront is a beta platform for running, fine-tuning, evaluating, and exporting open-source text-generation models. It provides datasets, serverless inference endpoints, a Playground, and APIs for developers who want to customize models with their own data and retain model ownership.

Open-source modelsText generationFine-tuningModel deploymentHugging Face
Review
GE
Catalog evaluation

Video generators

Genmo

Genmo is a research lab building open video-generation models. Its Mochi 1 text-to-video model can be tried in a hosted playground or run and customized through its open-source repository, with options for local use and ComfyUI workflows.

Text-to-videoOpen sourceVideo modelsPlaygroundComfyUI
Review
GO
Catalog evaluation

AI developer tools

GooseAI

GooseAI provides fully managed NLP inference through an API. It serves open-source language models for text completions and lets developers migrate from a compatible API by changing the API base URL. Pricing is credit-based and charged for generated output tokens.

Text generationNLP APIOpen-source language modelsAPI compatibilityText completions
Review
GR
Catalog evaluation

Machine learning platforms

Gradio

Gradio is an open-source Python library for creating web interfaces around machine learning models, functions, and APIs. Developers can assemble input and output components, launch a local or shareable app, and deploy projects to Hugging Face Spaces.

PythonModel demosHugging Face SpacesAPIOpen source
Review
HA
Catalog evaluation

Machine learning platforms

H2O.ai

H2O.ai provides enterprise software for building, fine-tuning, deploying, and governing predictive and generative AI. Its portfolio includes AI agents, automated machine learning, model operations, document AI, and open-source tools for data scientists and developers.

Generative AIPredictive AIAI agentsModel deploymentPrivate data
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
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

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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