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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

Multilith gives AI coding tools a persistent memory so they understand your entire codebase, architecture decisions, and team conventions from the very first prompt. With a single configuration line, Multilith injects organizational context into every AI interaction using the Model Context Protocol. This eliminates repetitive explanations and ensures AI suggestions align with your actual stack, patterns, and constraints. Architectural decisions, historical refactors, and documented tradeoffs become permanent guardrails rather than forgotten notes. Multilith helps teams onboard faster, reduce mistakes, and maintain consistent code quality across contributors. It works seamlessly with popular AI coding tools while keeping your data secure and fully under your control.

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Platforms Supported

Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook

Audience

AI-assisted software teams and research groups that need a persistent knowledge graph to help coding agents understand codebases, documents, architecture, and project context across sessions

Audience

Multilith is built for software teams and developers who rely on AI coding tools and want consistent, context-aware assistance that reflects their architecture, decisions, and team standards

Support

Phone Support
24/7 Live Support
Online

Support

Phone Support
24/7 Live Support
Online

API

Offers API

API

Offers API

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version
Free Trial

Pricing

No information available.
Free Version
Free Trial

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
Webinars
Live Online
In Person

Training

Documentation
Webinars
Live Online
In Person

Company Information

Graphify
United States
graphifylabs.ai/

Company Information

Multilith
www.multilith.ai/

Alternatives

claude-mem

claude-mem

cmem.ai

Alternatives

CMEM Cloud

CMEM Cloud

cmem.ai
Hindsight

Hindsight

Vectorize
Constellation

Constellation

ShiftinBits Inc
claude-mem

claude-mem

cmem.ai

Categories

Categories

Integrations

Aider
Antigravity CLI
C
Codex CLI
Cursor
Factory Droid
Gemini CLI
GitHub Copilot CLI
Go
Hermes Agent
Kimi Code CLI
Kotlin
Model Context Protocol (MCP)
OpenCode
Pi Agent
Python
Ruby
Rust
Swift
TypeScript

Integrations

Aider
Antigravity CLI
C
Codex CLI
Cursor
Factory Droid
Gemini CLI
GitHub Copilot CLI
Go
Hermes Agent
Kimi Code CLI
Kotlin
Model Context Protocol (MCP)
OpenCode
Pi Agent
Python
Ruby
Rust
Swift
TypeScript
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