AgentIndex icon
AgentIndex
memory-cloud logo
memory-cloud
★ 12
vs
Awesome-MCP-ZH logo
Awesome-MCP-ZH
★ 7.8k

memory-cloud vs Awesome-MCP-ZH

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.; Awesome-MCP-ZH: Awesome-MCP-ZH is a curated collection of Model Context Protocol (MCP) resources designed for Chinese users. It provides comprehensive introductions, usage guides, and a variety of MCP clients, servers, and community resources to help users quickly master this 'universal adapter' for AI.

01

TL;DR

memory-cloud logo
memory-cloudMCP Servers · ★ 12

Give AI agents memory that persists across conversations

Read memory-cloud full review →
Awesome-MCP-ZH logo
Awesome-MCP-ZHMCP Servers · ★ 7.8k

AI-powered browser automation and web data extraction

Read Awesome-MCP-ZH full review →
02

Side-by-Side Comparison

Field
memory-cloud logomemory-cloud
Awesome-MCP-ZH logoAwesome-MCP-ZH
Category
MCP Servers
MCP Servers
Stars
★ 12
★ 7.8k
License
Apache-2.0
MIT
Install Command
git clone https://github.com/kagura-ai/memory-cloud.git
git clone https://github.com/yzfly/Awesome-MCP-ZH.git
Updated
1d ago
1w ago
Open Source
Yes
Yes
Website
↗ Visit
↗ Visit
GitHub
↗ GitHub
↗ GitHub
Tags
adaptive-memory, agent-memory, ai-agents
Model Context Protocol, AI Tools, Resource Collection
03

Features

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
Awesome-MCP-ZH logoAwesome-MCP-ZH
01Integrate with diverse external tools
02Access various data sources (local files, databases, web)
03Automate complex workflows (e.g., web development, data extraction)
04Facilitate human-AI collaboration and interaction
05Provide secure sandboxed environments for code execution
04

Use Cases

memory-cloud logomemory-cloud
↳Give AI agents memory that persists across conversations
↳Share a team knowledge base with several AI clients
Awesome-MCP-ZH logoAwesome-MCP-ZH
↳AI-powered browser automation and web data extraction
↳Integrating AI with developer tools and code execution environments (IDEs, interpreters)
↳Enabling AI to interact with various business and productivity applications (e.g., Slack, Notion, Blender)
05

Best For

memory-cloud logomemory-cloud
—
Awesome-MCP-ZH logoAwesome-MCP-ZH
Trending
FAQ

FAQ

What is the difference between memory-cloud and Awesome-MCP-ZH?
Both memory-cloud and Awesome-MCP-ZH are in the MCP Servers category. memory-cloud has 12 stars, while Awesome-MCP-ZH has 7.8k stars.
Which is better, memory-cloud or Awesome-MCP-ZH?
The best choice depends on your use case. Choose memory-cloud if Give AI agents memory that persists across conversations, and Awesome-MCP-ZH if AI-powered browser automation and web data extraction.
Is memory-cloud free or open source?
Yes, memory-cloud is open source on GitHub (Apache-2.0).
Is Awesome-MCP-ZH free or open source?
Yes, Awesome-MCP-ZH is open source on GitHub (MIT).
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Alternatives to memory-cloud →Alternatives to Awesome-MCP-ZH →memory-cloud details →Awesome-MCP-ZH details →