Is memory-cloud open source?

Yes, licensed under Apache-2.0.

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memory-cloud

Active·★ 12·Apache-2.0·Updated 2026-10-22

Kagura Memory Cloud is a self-hosted MCP server that gives AI agents and teams adaptive memory. It combines hybrid search with a neural memory graph that learns which memories belong together, and works with Claude, ChatGPT, Gemini and any MCP-compatible client.

#adaptive-memory#agent-memory#ai-agents#claude#fastapi#hybrid-search#knowledge-base

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#llm

$ Install

$ git clone https://github.com/kagura-ai/memory-cloud.git

↗ Visit site ★ GitHub

Features

01Hybrid search plus a neural memory graph

02Python SDK with REST clients and a file ingestor

03Self-hosted with an LLM knowledge base pattern

Compatibility

Claude Code

Client

Verified via docs

Claude Desktop

Client

Verified via docs

Ollama

Local Runtime

Verified via docs

Docker

Container

Verified via docs

Python

Runtime

Verified via docs

Node.js

Runtime

Verified via docs

Quick start

$ git clone https://github.com/kagura-ai/memory-cloud.git

Use cases

↳Give AI agents memory that persists across conversations

↳Share a team knowledge base with several AI clients

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01Features 02Compatibility 03Quick start 04Use cases 05Alternatives

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kagura-ai /

memory-cloud

↗

Adaptive memory for AI agents & teams — beyond RAG. Self-hosted MCP server that gets smarter every time you search: hybrid search + a neural memory graph that learns. Works with Claude, ChatGPT & any MCP client.

12Apache-2.0

Last commit1d ago

StatusActive

CategoryMCP Servers

Links

Documentation↗Discussion↗Issues↗Releases↗

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