octobrainMuvon
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Related Products
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About
Linkly AI is an AI agent-first knowledge engine that turns the files already on your computer into a live, searchable context layer for AI assistants. It automatically parses and indexes notes, study materials, bookmarks, knowledge bases, recordings, meeting videos, images, e-books, and other local files so agents can search, compare, read, and dig through them without requiring users to curate a knowledge base by hand. Supported formats include PDF, Markdown, JPG, PNG, MOV, MP4, PPTX, TXT, WAV, DOCX, HTML, MP3, and EPUB. Each document receives an outline index that progressively exposes relevant sections, helping agents read large files with purpose instead of blindly loading everything. Cross-language semantic search uses a local multilingual model to search across hundreds of languages, while queries can return in under half a second. Data stays local by default, and third-party tools or models receive only the snippets they need rather than access to the original files.
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About
octobrain is an open-source persistent memory server for AI assistants, delivered as a Rust command-line application and Model Context Protocol (MCP) server. It stores notes, decisions, project context, and indexed documents so compatible assistants can retrieve information across conversations. Features include semantic and hybrid BM25/vector search, linked memories, project-scoped stores, goal consolidation, and a knowledge base that indexes URLs, PDFs, and common document formats. Teams can distribute shared knowledge through Git-backed knowledge boxes. octobrain runs with local embedding models or optional cloud embedding providers, and exposes tools for saving, searching, and deleting memories. It is designed for developers and teams extending MCP-compatible AI assistants with persistent, searchable context; installation and operation are managed on the user's own machine or environment.
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Not Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Platforms Supported
Windows
Supported
Mac
Supported
Linux
Supported
Cloud
Not Supported
On-Premises
Supported
iPhone
Not Supported
iPad
Not Supported
Android
Not Supported
Chromebook
Not Supported
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Audience
Students, researchers, legal teams, creators, and knowledge workers seeking to turn local files into fast, private, searchable context for AI agents
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Audience
Software developers and teams building or using MCP-compatible AI assistants who need persistent, searchable context across conversations.
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Support
Phone Support
Not Supported
24/7 Live Support
Supported
Online
Supported
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Support
Phone Support
Not Supported
24/7 Live Support
Not Supported
Online
Supported
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API
Offers API
Not Supported
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API
Offers API
Supported
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Screenshots and Videos |
Screenshots and VideosNo images available
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Pricing
$29 per year
Free Version
Supported
Free Trial
Not Supported
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Pricing
No information available.
Free Version
Supported
Free Trial
Not Supported
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Reviews/
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Reviews/
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Training
Documentation
Supported
Webinars
Not Supported
Live Online
Not Supported
In Person
Not Supported
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Company InformationLinkly AI
Founded: 2025
United States
linkly.ai/
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Company InformationMuvon
Founded: 2017
Hong Kong
octomind.run/product/octobrain
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Alternatives |
Alternatives |
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Categories |
Categories |
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Integrations
Cursor
Supported
ChatGPT
Supported
Claude
Supported
Claude Cowork
Supported
Claude Desktop
Not Supported
Claude Duet
Supported
Dify
Supported
Docker
Not Supported
Gemini CLI
Supported
HTML
Supported
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Integrations
Cursor
Supported
ChatGPT
Not Supported
Claude
Not Supported
Claude Cowork
Not Supported
Claude Desktop
Supported
Claude Duet
Not Supported
Dify
Not Supported
Docker
Supported
Gemini CLI
Not Supported
HTML
Not Supported
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