octobrain

octobrain

Muvon
+
+

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About

Graphify is an open source knowledge graph engine that turns any input, including code, docs, papers, meetings, images, browser tabs, and commits, into one traversable graph with complete recall. It is built as persistent memory for AI coding assistants, giving tools like Claude Code, Codex, OpenCode, Cursor, Gemini CLI, GitHub Copilot CLI, Aider, Factory Droid, Kimi Code, Kiro, Pi, and Google Antigravity a queryable understanding of a project instead of making them repeatedly grep through files. Users can point Graphify at any directory, and it builds an initial corpus through AST extraction, semantic analysis, and Leiden clustering, transforming an entire codebase or document corpus into a graph in one pass. Unlike RAG pipelines that re-embed everything on every change, Graphify maintains a living graph that updates only affected nodes and edges when files change, allowing the rest of the corpus to stay intact even at enterprise scale.

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.

Platforms Supported

Windows Not Supported
Mac Not Supported
Linux Not Supported
Cloud Supported
On-Premises Not Supported
iPhone Not Supported
iPad Not Supported
Android Not Supported
Chromebook Not Supported

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

Audience

Developers and AI teams that need to turn code, documents, meetings, images, and other data into a unified, traversable knowledge graph

Audience

Software developers and teams building or using MCP-compatible AI assistants who need persistent, searchable context across conversations.

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

Support

Phone Support Not Supported
24/7 Live Support Not Supported
Online Supported

API

Offers API Not Supported

API

Offers API Supported

Screenshots and Videos

Screenshots and Videos

No images available

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Supported
Free Trial Not Supported

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Reviews/Ratings

Overall 0.0 / 5
ease 0.0 / 5
features 0.0 / 5
design 0.0 / 5
support 0.0 / 5

This software hasn't been reviewed yet. Be the first to provide a review:

Review this Software

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Training

Documentation Supported
Webinars Not Supported
Live Online Not Supported
In Person Not Supported

Company Information

Graphify
United States
graphifylabs.ai/

Company Information

Muvon
Founded: 2017
Hong Kong
octomind.run/product/octobrain

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Categories

Agentic AI Supported
AI Memory Layers Supported

Categories

AI Memory Layers Supported

Integrations

Cursor Supported
Antigravity CLI Supported
Claude Desktop Not Supported
Codex CLI Supported
Gemini CLI Supported
GitHub Copilot CLI Supported
Google Antigravity Supported
Hermes Agent Supported
Java Supported
Kimi Code Supported
Kimi Code CLI Supported
Kiro Supported
Kotlin Supported
OpenAI Not Supported
OpenClaw Supported
Pi Agent Supported
Rust Supported
Swift Supported
TypeScript Supported
Voyage AI Not Supported

Integrations

Cursor Supported
Antigravity CLI Not Supported
Claude Desktop Supported
Codex CLI Not Supported
Gemini CLI Not Supported
GitHub Copilot CLI Not Supported
Google Antigravity Not Supported
Hermes Agent Not Supported
Java Not Supported
Kimi Code Not Supported
Kimi Code CLI Not Supported
Kiro Not Supported
Kotlin Not Supported
OpenAI Supported
OpenClaw Not Supported
Pi Agent Not Supported
Rust Not Supported
Swift Not Supported
TypeScript Not Supported
Voyage AI Supported
Claim Graphify and update features and information
Claim Graphify and update features and information
Claim octobrain and update features and information
Claim octobrain and update features and information