AgentIndex icon
AgentIndex
ruvos logo
ruvos
★ 28
vs
memory-cloud logo
memory-cloud
★ 12

ruvos vs memory-cloud

ruvos: rUvOS is a single small Rust program that runs as an MCP server. After you run it once, coding assistants such as Claude Code, Codex CLI and Gemini CLI can remember decisions across days, resume where they left off, spin up teams of specialist agents and keep a signed, tamper-evident log, all stored on your own disk.; memory-cloud: 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.

01

TL;DR

ruvos logo
ruvosMCP Servers · ★ 28

Make a coding assistant remember what it decided last week

Read ruvos full review →
memory-cloud logo
memory-cloudMCP Servers · ★ 12

Give AI agents memory that persists across conversations

Read memory-cloud full review →
02

Side-by-Side Comparison

Field
ruvos logoruvos
memory-cloud logomemory-cloud
Category
MCP Servers
MCP Servers
Stars
★ 28
★ 12
License
—
Apache-2.0
Install Command
git clone https://github.com/dgdev25/ruvos.git && cd ruvos && cargo build --release
git clone https://github.com/kagura-ai/memory-cloud.git
Updated
4mo ago
1d ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
agent-orchestration, agentic, ai-agents
adaptive-memory, agent-memory, ai-agents
03

Features

ruvos logoruvos
01Persistent memory across sessions
02Resumable signed sessions and a tamper-evident log
03Teams of specialist agents coordinated across terminals
memory-cloud logomemory-cloud
01Hybrid search plus a neural memory graph
02Python SDK with REST clients and a file ingestor
03Self-hosted with an LLM knowledge base pattern
04

Use Cases

ruvos logoruvos
↳Make a coding assistant remember what it decided last week
↳Audit what an agent did and why
memory-cloud logomemory-cloud
↳Give AI agents memory that persists across conversations
↳Share a team knowledge base with several AI clients
FAQ

FAQ

What is the difference between ruvos and memory-cloud?
Both ruvos and memory-cloud are in the MCP Servers category. ruvos has 28 stars, while memory-cloud has 12 stars.
Which is better, ruvos or memory-cloud?
The best choice depends on your use case. Choose ruvos if Make a coding assistant remember what it decided last week, and memory-cloud if Give AI agents memory that persists across conversations.
Is ruvos free or open source?
Yes, ruvos is open source on GitHub.
Is memory-cloud free or open source?
Yes, memory-cloud is open source on GitHub (Apache-2.0).
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Related

Alternatives to ruvos →Alternatives to memory-cloud →ruvos details →memory-cloud details →