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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 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 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

Audience

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

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 Not Supported
24/7 Live Support Not Supported
Online Supported

Support

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

API

Offers API Not Supported

API

Offers API Not Supported

Screenshots and Videos

Screenshots and Videos

Pricing

Free
Free Version Supported
Free Trial Not Supported

Pricing

No information available.
Free Version Not 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

Multilith
www.multilith.ai/

Alternatives

claude-mem

claude-mem

cmem.ai

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CMEM Cloud

cmem.ai
Hindsight

Hindsight

Vectorize
claude-mem

claude-mem

cmem.ai
Constellation

Constellation

ShiftinBits Inc

Categories

Agentic AI Supported
AI Memory Layers Supported

Categories

Integrations

Aider Supported
C Supported
Claude Code Supported
Cursor Supported
Gemini CLI Supported
Google Antigravity Supported
Hermes Agent Supported
Java Supported
Kimi Code Supported
Kiro Supported
Kotlin Supported
Model Context Protocol (MCP) Not Supported
OpenAI Codex Supported
OpenCode Supported
Pi Agent Supported
Ruby Supported
Rust Supported
Swift Supported
TRAE Supported
TypeScript Supported

Integrations

Aider Not Supported
C Not Supported
Claude Code Not Supported
Cursor Not Supported
Gemini CLI Not Supported
Google Antigravity Not Supported
Hermes Agent Not Supported
Java Not Supported
Kimi Code Not Supported
Kiro Not Supported
Kotlin Not Supported
Model Context Protocol (MCP) Supported
OpenAI Codex Not Supported
OpenCode Not Supported
Pi Agent Not Supported
Ruby Not Supported
Rust Not Supported
Swift Not Supported
TRAE Not Supported
TypeScript Not Supported
Claim Graphify and update features and information
Claim Graphify and update features and information
Claim Multilith and update features and information
Claim Multilith and update features and information