A document processing platform with APIs to parse, extract, classify, split and fill documents for AI agents and data pipelines.
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.
804Selected products
29Tags
Latest reviewNov 3, 2026
178 products added, including cubic, llm-d, Manufact
New comparison: Ollama vs LM Studio vs llamafile for local LLMs
88 renames, acquisitions and shutdowns tracked
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Showing 1–24 of 804 projects
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.
An ad-supported coding agent with terminal and desktop workflows that finds relevant files, edits code, runs commands and reviews changes.
Google's AI research tool, formerly NotebookLM, that analyzes the sources you provide and helps you understand them.
Web search, extraction, monitoring and deep-research APIs built for AI agents, running on Parallel's own web index and returning cited outputs.
AI agent for finance work that builds and edits financial models and analyses in spreadsheets, with traceability to source files, available on the web, a desktop app and Excel and Google Sheets add-ins.
Cloud platform to deploy, test, evaluate and monitor MCP servers and MCP Apps for ChatGPT and Claude, built by the team behind the MIT-licensed mcp-use framework.
Cloud sandboxes (Devboxes) for AI coding agents with blueprints, snapshots that can be branched, repo connections and agent, object and secret stores, on x86 and arm64.
Open-source, Kubernetes-native stack for distributed LLM inference that runs vLLM, SGLang and other engines across a cluster with prefix-cache-aware routing, prefill/decode disaggregation, wide expert parallelism and autoscaling.
AI-native application security platform combining SAST that looks for business-logic and broken-auth flaws, dependency scanning with reachability, secrets and IaC scanning, PR reviews and one-click autofix.
AI code reviewer for GitHub pull requests that checks each change against the whole codebase and team rules, scores merge confidence, can auto-approve low-risk PRs and runs scheduled codebase scans for bugs.
AI notes app with a proactive agent: Mem Workspace stores notes, voice captures, bot-free meeting transcripts and web clips, and Mem Agent tracks the tasks and projects in them and sends reminders.
An open-source tool and platform for red teaming, security testing and evaluating LLM applications; being acquired by OpenAI.
AI product photography studio and API that removes backgrounds, upscales, fixes lighting and generates lifestyle scenes, on-model fashion shots and short videos from product photos.
Rev's speech-to-text API for pre-recorded and streaming audio, with Reverb and Whisper transcription, optional human transcription, forced alignment and add-on insights such as language identification, sentiment, topics, summaries and translation.
AI audio tools for musicians and producers: custom voice cloning, singing voice conversion with a library of licensed artist voices, vocal and stem separation, harmonies, AI mastering and an API.
A realtime voice API with Realtime TTS-2 text-to-speech, streaming speech-to-text and speech-to-speech, plus hosted open-model LLM inference, aimed at consumer apps.
AI personal assistant built for people with ADHD that combines notes, tasks and calendar, turns emails and brain dumps into prioritized plans, and searches across notes, Gmail, Google Drive and Slack.
An AI platform for media agencies and data providers that brings campaign data and internal knowledge into chat, audience segmentation, media-plan forecasting, activation and performance reporting.
Open-source autonomous AI agent with its own Linux workspace in Docker that researches, writes and runs code, and works with documents through a terminal, browser and desktop apps, using a model you connect.
Desktop app for photographers that uses AI to cull, edit and retouch whole shoots in their own style, then deliver them through client galleries.
AI book, novel and screenplay writer that generates outlines and full-length drafts organized into chapters and scenes, keeps characters and settings consistent, and lets you revise the manuscript with an AI co-author.
Open-source MCP server and Chrome extension that let Claude Code, Cursor, VS Code, Codex and other MCP apps use your own Chrome profile in separate tabs, signed in where you already are, with everything running locally.
An AI translator from Translated for text, documents, images and audio in 200+ languages, with a live voice interpreter and an SDK, CLI and MCP server for developers.
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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 2026-11-01.
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Why AI startups get acquired: 45 deals from 2025 and 2026
45 AI startup deals; dated announcements run from May 8, 2025 to October 14, 2026: buyer capabilities, adoption, disclosed prices, 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
88 renames, acquisitions, pivots and shutdowns recorded during AI-product upkeep, including announced future changes, with dated sources.
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