Meta's personal AI agent that carries out tasks such as sending emails and booking travel, and works toward longer-term goals with personalized plans.
The SOTA Collection
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Discover AI products and the people building them. Explore what they do, or share what you’re creating.
627Selected products
29Tags
Latest reviewOct 16, 2026
102 products added, including Meilisearch, Sourcery, Vespa
New comparison: Ollama vs LM Studio vs llamafile for local LLMs
57 renames, acquisitions and shutdowns tracked
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Showing 1–24 of 627 projects
A classroom learning platform, formerly Quizizz, with AI tools for generating, importing and adapting assessments, presentations and study resources.
A teaching and assessment platform with Luna AI for creating lessons and questions, plus live student responses and instructional feedback.
A scientific research workspace combining literature search, reference management, evidence extraction, systematic reviews and citation-grounded writing.
An AI research workspace for searching scientific literature, asking questions across a saved library and extracting cited tables from papers.
An AI assistant that helps teachers create lessons, give writing feedback, and adapt classroom materials inside their existing browser workflows.
An AI agent for the terminal that can edit files, run shell and Python commands, browse the web and connect to tools through MCP.
An AI engineering platform for tracing model and tool calls, testing agents with simulated conversations, evaluating outputs and managing prompts.
SDK & Decision FrameworksApache-2.0
A Python framework for extracting, classifying and generating structured data with language models, and coordinating agents through tasks and conversation threads.
SDK & IntegrationsAGPL-3.0
A free local GGUF model runner with a bundled browser interface for chat and writing, compatible APIs and MCP tool support.
Packages a language model, inference engine and runtime into a single executable for running LLMs locally across desktop operating systems.
A retrieval framework that combines knowledge graphs and vector embeddings, with a server, REST API and web interface for indexing and querying documents.
Local inference software that connects devices into an AI cluster, distributes models across them and exposes a dashboard and compatible model APIs.
An AI code reviewer for GitHub and GitLab that posts pull-request summaries, inline review comments and suggested code fixes.
An AI litigation workspace that connects matter files, legal research and source-grounded drafting, with reusable instructions and optional web search.
An AI security platform for discovering attack surfaces, running adversarial tests against models and agents, and reviewing defensive gaps and remediation guidance.
A Python library for typed LLM calls, output validation and automatic retries based on explicit requirements.
A Mac AI assistant that uses screen and selected-text context to work across apps, automate browser tasks and run custom workflows.
An AI product design agent that generates UI mockups and designs from prompts on an infinite canvas, where you compare variants side by side and refine them in a web app or through a coding-agent skill.
An accounting platform with AI agents for reconciliations, variance analysis and close workflows, plus MCP access to financial data and tasks.
An AI music-production studio for creating singing vocals and instrument performances from MIDI, editing audio and separating stems.
An open-source Python framework for evaluating LLM outputs, testing AI systems and monitoring data quality and model drift.
An AI contract drafting and review platform that uses a law firm’s precedent, deal history and playbooks to support drafting, redlining and negotiation.
An AI marketing workspace that plans, generates, schedules and publishes brand-specific text, visual and video content.
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Ollama vs LM Studio vs llamafile for local LLMs
Compare local model workflows, licences, OS and hardware requirements, model formats, APIs, cloud pricing and current releases.
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OpenRouter vs LiteLLM vs Portkey: choosing an LLM gateway
Compare hosted model access, self-hosted gateways, pricing, routing, caching and privacy controls across OpenRouter, LiteLLM and Portkey.
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Browserbase vs Steel vs Kernel: cloud browsers for AI agents
Compare hosting, licences, free allowances, usage billing, automation integrations and session features for three cloud browser services, checked 2026-10-15.
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Why AI startups get acquired: 25 deals from 2025 and 2026
25 AI startup deals; dated announcements run from May 8, 2025 to September 30, 2026: buyer capabilities, adoption, disclosed prices, open-source code and product outcomes.
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Open-source AI tools and their licenses: MIT, Apache 2.0, AGPL and source-available
What the licenses behind popular open-source AI tools allow, with examples from our catalog. Not legal advice.
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AI products that were renamed, acquired or shut down: what we tracked in 2026
Renames, acquisitions, pivots and shutdowns we found while maintaining a catalog of AI products, with sources.
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