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.
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.
Enterprise search
Ayfie connects enterprise files, systems, and cloud data to a shared context layer for AI assistants and agents. Teams can search internal knowledge, receive source-verifiable answers, draft work, and deploy capabilities in tools such as Slack, Teams, Copilot, or through an API.
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 analysis
Formula Bot is an AI data-analysis platform that turns uploaded or connected data into answers, charts, spreadsheets, reports, presentations, and dashboards. It supports data transformation, text analysis, scheduled workflows, and connectors for spreadsheets, databases, analytics services, cloud storage, and data warehouses.
Enterprise search
Glean is an enterprise Work AI platform that connects company applications and data so employees can search, ask questions, create content, analyze information, and automate workflows. Its permission-aware search, assistant, and agents use organizational context from connected tools and knowledge sources.
Data analysis
Julius AI is a data-analysis workspace for analyzing and visualizing data, building notebooks and custom agents, and connecting files or data sources. It supports exportable charts, images, slides, and HTML artifacts, with collaboration and Slack capabilities available on higher plans.
AI agents
MindsHub is the current product from MindsDB, renamed from the MindsDB agent platform in 2026. It lets users brief projects in plain language, connect data and tools through a credentials vault, choose agent harnesses and models, and collect shareable results.
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.
Embedded analytics
Polymer is an embedded analytics platform for product teams that want to add branded, self-service dashboards to their applications. It connects to databases, warehouses, and business tools, then provides visualizations, configurable reports, user permissions, and AI-assisted insights through its interface and API.
Vector databases
Shaped is a vector database for personalized search and recommendations. It connects to product and behavioral data, manages embeddings and freshness, then retrieves results through a feedback loop that uses user interactions to improve ranking and relevance.
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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