What is the key difference between Rag Kb and Superlocalmemory?

Rag Kb belongs to the Knowledge & Memory category with cloud HTTP/SSE execution, while Superlocalmemory belongs to the Knowledge & Memory category with local stdio execution.

How do I install Rag Kb or Superlocalmemory in Claude Desktop or Cursor?

Copy the mcpServers JSON configuration snippet provided on this page into your claude_desktop_config.json or ~/.cursor/mcp.json file and restart your AI client.

Are Rag Kb and Superlocalmemory free or paid?

Rag Kb operates under a Free / Open Source model (No auth required). Superlocalmemory operates under a Free / Open Source model (No auth required).

Which MCP server has more tools and community activity?

Rag Kb lists 0 tools with 0 views and 2 GitHub stars. Superlocalmemory lists 0 tools with 0 views and 224 GitHub stars.

Can I use both Rag Kb and Superlocalmemory together in the same MCP host?

Yes! MCP hosts like Claude Desktop, Cursor, Windsurf, Cline, and VS Code support configuring multiple servers under the mcpServers object simultaneously.

Side-by-Side Model Context Protocol Comparison

Rag Kb vs Superlocalmemory

In-depth architectural comparison of the Rag Kb and Superlocalmemory MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.

At a Glance & Executive Verdict

Rag Kb

Knowledge & Memory · Remote HTTP/SSE

Quality: 51/100 (Good) | Auth: No auth required

Superlocalmemory

Knowledge & Memory · Local stdio

Quality: 51/100 (Good) | Auth: No auth required

Verdict Summary: Choose Rag Kb if you need specialized Knowledge & Memory tools running via a hosted cloud SSE transport. Choose Superlocalmemory if your workspace requires Knowledge & Memory integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.

Which MCP Server Should You Choose?

Choose Rag Kb when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Rag Kb Details

Choose Superlocalmemory when:

You need dedicated capabilities in the Knowledge & Memory domain.
You prefer local stdio subprocess transport architecture.
Your security boundary fits: No auth required (Free / Open Source).

Explore Superlocalmemory Details

Feature & Specification Comparison

Specification	Rag Kb fish827-08 Knowledge & Memory	S Superlocalmemory Knowledge & Memory
Summary	Local-first agent memory & knowledge service with hybrid retrieval (BGE-M3 dense vectors + BM25 via jieba, fused with RRF), document & webpage ingestion, and optional RAG answering via local Ollama. Single process, embedded ChromaDB, REST + native MCP server; fully functional offline without any LLM. Apache-2.0.	Local-first AI memory with knowledge graphs and hybrid search. 17+ AI tools via MCP. Free.
Category & Scope	Knowledge & Memory

Tools & Capabilities Breakdown

Rag Kb Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Superlocalmemory Tools (0)

No explicit tool names declared in metadata yet. Check project README on main listing page.

Ready-to-Paste Client Configurations

Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).

Rag Kb Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "fish827-08-rag-kb": {
      "url": "https://img.shields.io/badge/License-Apache--2.0-blue.svg)](LICENSE"
    }
  }
}

Superlocalmemory Configuration

mcpServers (Claude Desktop / Cursor)

{
  "mcpServers": {
    "superlocalmemory": {
      "command": "uvx",
      "args": [
        "superlocalmemory"
      ]
    }
  }
}

Frequently Asked Questions

Rag Kb is categorized under Knowledge & Memory and uses a remote streaming HTTP/SSE transport. In contrast, Superlocalmemory belongs to Knowledge & Memory using local stdio subprocess. Select Rag Kb when you need capabilities focused on knowledge & memory and Superlocalmemory when you require tools for knowledge & memory.

More alternatives to Rag Kb More alternatives to Superlocalmemory Knowledge & Memory category hub