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.
Database tools
AI Query is a web application for generating SQL from plain-English instructions, defining database schemas, and translating SQL into English. Its Pro plans include unlimited query generation, SQL explanations, schema definitions, query history, and options to save and share SQL queries.
Developer tools
AI2SQL turns natural-language requests into dialect-aware SQL using a connected database schema. It also explains, optimizes, fixes, formats, and runs queries, while its MCP gateway gives AI agents governed, read-only access to live database connections.
Data analysis
Avanty is a Chrome extension for Metabase that helps data analysts generate, edit, explain, format, and comment on SQL queries. It works with self-hosted Metabase and Metabase Cloud, using query metadata and database schema information rather than customer data.
Data analysis
Defog lets teams ask questions about structured data in plain language and receive data-backed results and visualizations. It connects to databases and CSVs, uses Defog's SQLCoder model for text-to-SQL, and supports cloud-hosted or self-hosted enterprise deployments.
Data analytics
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.
Coding assistants
Programming Helper is a web-based coding assistant with generators and utilities for software-development tasks. It can create functions and classes from descriptions, produce SQL and HTML, translate code between languages, explain code or regular expressions, fix invalid code, and generate tests.
Database tools
Raw Query is a conversational database assistant for retrieving, exporting, adding, and updating data without writing SQL. Connect a Postgres, MySQL, or MariaDB database, ask questions in English, and use the chat interface to work with data from desktop or mobile.
Data analytics
Seek AI is an IBM-acquired platform for asking questions of structured business data in natural language. Its agents translate requests into database queries, explain results, suggest follow-up questions, and support managed, embedded, and Snowflake-native deployments.
Developer tools
SQLAI.ai is an AI-powered SQL workspace that turns natural-language requests into queries and helps users validate, optimize, format, explain, and convert SQL. Users can import or connect database schemas for schema-aware query generation and run queries against connected data sources.
Developer tools
Text2SQL.ai converts natural-language questions into SQL queries using database schema context. It also offers query explanation, fixing, and optimization, a public API, a desktop application for local database access, and Insights for viewing queries, results, charts, and explanations together.
Data analysis
Vanna AI is a user-aware agent framework that connects language models to databases so users can query systems of record in natural language. Teams can use its open-source framework with their chosen LLM and database, or add hosted administrative capabilities through Vanna Cloud.
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.
Evaluating a product for a live workflow?
Bring the decision to our engineers