AI tool intelligence
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.
Featured tools
These products are selected from the live catalog. Their status, product details, fit, limitations, and official links use the same current records as every tool profile.
Developer tools
Codex is OpenAI's software-engineering agent for working across local repositories, cloud tasks, IDE sessions, terminal workflows, and code review. It can inspect code, edit files, run commands and tests, and delegate longer tasks in isolated cloud environments.
Developer tools
Claude Code is Anthropic's coding agent for reading codebases, editing files, running commands, debugging, refactoring, and automating development workflows from a terminal or supported IDE. Team and enterprise controls add centralized settings, permissions, and usage visibility.
Voice generators
ElevenLabs provides web tools and APIs for generating speech, cloning voices, transcribing audio, dubbing media, creating music and sound effects, and deploying conversational agents. Its creative platform serves content production, while ElevenAgents supports voice and chat automation across customer channels.
AI assistants
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.
App builders
Lovable turns natural-language instructions into editable full-stack web applications with frontend, backend, database, authentication, integrations, and deployment. It supports rapid prototyping as well as ongoing product development with real code and managed cloud services.
Video generators
Seedance is ByteDance Seed's video-generation model family. Seedance 2.0 accepts text, image, audio, and video references, and generates or edits multi-shot audiovisual sequences with controls for subjects, motion, camera movement, composition, lighting, and sound.
Public AI tool catalog
Search the complete catalog by product, capability, workflow, category, or tag. Every result opens a profile built from the same live record.
MLOps
Censius is an AI observability platform for machine learning teams monitoring production models. It brings together model details, input data, logs, and monitoring insights to identify performance, drift, data quality, and bias issues, then guide root cause analysis and remediation.
Developer tools
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.
Machine learning
Databricks Mosaic AI Training is the current Databricks service and tooling for training and deploying large AI models. Formerly MosaicML, it provides a command-line interface and Python SDK for training runs, pretraining, fine-tuning, cloud data access, and developer-tool integrations.
Data management
DataChain is a Python-based data context layer for unstructured files in S3, Google Cloud Storage, and Azure. It captures metadata, schemas, LLM outputs, lineage, and versioned datasets so researchers and AI agents can discover, reuse, and reproduce work without repeatedly processing raw files.
Developer tools
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.
Machine learning platforms
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.
Developer tools
MENTOR by Enterprise DNA is a platform of AI tools for generating, debugging, explaining, visualizing, and analyzing code, formulas, and queries. It supports data and development workflows across languages such as DAX, Python, SQL, R, Excel, JavaScript, and Power BI, with agents for research and project work.
Chatbots
Meya is a chatbot platform for building and deploying customer support experiences. Teams can create conversation flows in BFML, extend bots with Python, connect support and messaging systems, and deliver chat interfaces for web, Android, and iOS.
Data analytics
MOSTLY AI, powered by Syntho, is a data intelligence platform for analyzing production data and creating mock, synthetic, and simulated datasets. Its open-source Python SDK and platform help teams generate privacy-safe data, explore data with natural-language prompts, and share data assets.
Video APIs
Sieve provides APIs for developers and enterprises building video features at scale. Its platform supports audiovisual search and understanding, video translation and dubbing, lip sync, autocropping, and content-editing workflows, with Python and REST API integration for submitting and monitoring media-processing jobs.
Data analytics
Superluminal provides an API and React component for adding a conversational data interpreter to a product dashboard. It processes questions about dashboard data, dynamically writes and executes Python for analysis, and can return insights, charts, filtered views, pivots, and editable data.
E-commerce tools
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.
Text to speech
Coqui announced that its service was shutting down, and its former product domain no longer serves the product. Official TTS documentation remains accessible for its Python library, including XTTS v2 capabilities for multilingual speech synthesis and voice cloning.
Workflow automation
Trudo AI's remaining public landing page describes a visual workflow builder in which an AI copilot generates Python-based nodes, code, and user interface components. The assigned trudo.ai domain and its linked application and documentation domains were unreachable during verification.
How the index works
Commercial relationships can fund the research. They never change product status, fit, limitations, evidence, or the alternatives we show.
We check availability, product direction, pricing signals, and when the supporting evidence was last reviewed.
We assess the work it supports, integration requirements, ownership, risk, and where human judgment remains necessary.
Commercial relationships are disclosed, while credible limitations and alternatives stay visible.
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