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The SOTA Collection

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721Selected products
17Categories
29Tags
Latest reviewNov 1, 2026
This week on SOTA

94 products added, including AFFiNE, Blaxel, FastGPT

New comparison: Ollama vs LM Studio vs llamafile for local LLMs

83 renames, acquisitions and shutdowns tracked

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Showing 1–24 of 721 projects

Extend

www.extend.ai

A document processing platform with APIs to parse, extract, classify, split and fill documents for AI agents and data pipelines.

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Muse

muse.ai

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.

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Freebuff

freebuff.com

An ad-supported coding agent with terminal and desktop workflows that finds relevant files, edits code, runs commands and reviews changes.

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Gemini Notebook

notebook.google

Google's AI research tool, formerly NotebookLM, that analyzes the sources you provide and helps you understand them.

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Parallel

parallel.ai

Web search, extraction, monitoring and deep-research APIs built for AI agents, running on Parallel's own web index and returning cited outputs.

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Blaxel

blaxel.ai

Cloud infrastructure for AI agents that gives each agent an isolated microVM sandbox which suspends when idle and resumes in about 25 ms, plus batch jobs, MCP server hosting, persistent storage and egress controls.

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Inbox Zero

www.getinboxzero.com

An AI email assistant for Gmail and Outlook that labels incoming mail, drafts replies in your voice, blocks cold emails and bulk-unsubscribes, alongside a free email app.

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LangChain4j

docs.langchain4j.dev

An open-source Java library for building LLM applications on the JVM, with one API over 20+ model providers and 30+ embedding stores, plus tools, agents, MCP and RAG pipelines.

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ToolHive

stacklok.com

Stacklok's open-source platform for running and managing MCP servers in isolated containers, with a desktop app, a CLI, a vetted server registry, a gateway and a Kubernetes operator.

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Willow Voice

willowvoice.com

An AI dictation app for Mac, Windows and iPhone that turns speech into formatted text in any app you type in.

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FastGPT

fastgpt.io

An open-source platform from the Sealos team for building knowledge-base question answering and AI agents with visual workflows, RAG retrieval and data processing, offered as a cloud service or self-hosted.

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Monologue

www.monologue.to

A voice dictation and notes app for Mac and iPhone that types polished text into any app and records bot-free meeting notes.

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TEN Framework

theten.ai

A source-available framework from Agora and the TEN community for building real-time voice and multimodal conversational agents from reusable extensions.

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AFFiNE

affine.pro

A local-first workspace that combines docs, an infinite whiteboard and databases, with an optional AI add-on for writing, mind maps and presentations, and a public source repository.

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Circleback

circleback.ai

An AI meeting notetaker that writes notes, action items and speaker-labeled transcripts, with automations and search across past meetings.

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Eigent

www.eigent.ai

An open-source desktop app from the CAMEL-AI team that runs a single agent or a multi-agent workforce on your computer, with built-in browser and terminal tools, MCP and the model of your choice.

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Kodus

kodus.io

An open-core AI code review tool that reviews pull requests on GitHub, GitLab, Bitbucket, Azure DevOps and Forgejo/Gitea, self-hosted or in the cloud, using your own model API key.

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HoneyHive

www.honeyhive.ai

An observability and evaluation platform for AI agents that records traces, scores live traffic and runs experiments, built on OpenTelemetry.

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Kerlig

www.kerlig.com

A macOS writing assistant that opens over any app with a hotkey to proofread, rewrite, reply and chat with documents, using your own AI provider keys or local models.

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chaiNNer

chainner.app

A free node-based desktop editor for building image processing pipelines, best known for running AI upscaling models.

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Hermes Agent

hermes-agent.nousresearch.com

Nous Research's open-source personal agent that keeps memory and self-made skills across sessions and can be reached from a desktop app, the terminal or messaging apps such as Telegram, Slack and WhatsApp.

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Strix

www.strix.ai

Open-source AI agents that pentest your apps, confirm each vulnerability with a working proof of concept and suggest fixes.

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LayerGrab

layergrab.com

A web app and design-tool plugin that splits a flat image into separate, named transparent layers and exports them as PNG, ZIP or a layered PSD.

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OpenLLMetry

www.traceloop.com

Traceloop's open-source set of OpenTelemetry extensions that trace LLM calls, vector databases and agent frameworks and send the data to Traceloop or an existing observability backend.

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