Rag Memory MCP Server

by adyoi

RAG + Context Management MCP server: long-term memory, vector storage, knowledge retrieval. Run with npx, zero external APIs.

0Node.jsstdio

context tax

pending

security

pending

cold start

pending

freshness

pending

Our reading of Rag Memory, from the data

Rag Memory is a memory MCP server from adyoi.

We haven't measured its tool list yet, so its token cost is unknown.

With 0 GitHub stars it ranks #872 of 1,597 memory servers we index.

It runs locally on your machine over stdio.

Install Rag Memory MCP server

claude mcp add rag-memory -- npx -y mcp-rag-memory

{
  "mcpServers": {
    "rag-memory": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-rag-memory"
      ]
    }
  }
}

Add to ~/.cursor/mcp.json (global) or .cursor/mcp.json (project).

{
  "mcpServers": {
    "rag-memory": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-rag-memory"
      ]
    }
  }
}

Settings → Developer → Edit Config (claude_desktop_config.json), then restart.

{
  "servers": {
    "rag-memory": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "mcp-rag-memory"
      ]
    }
  }
}

Add to .vscode/mcp.json in your workspace.

{
  "mcpServers": {
    "rag-memory": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-rag-memory"
      ]
    }
  }
}

Add to ~/.codeium/windsurf/mcp_config.json.

Freshness

Not enough public signals yet to judge maintenance.

Last commit (default branch)
2026-10-11 · 7d ago · GitHub
Latest release
no data · GitHub
Package published
no data · npm/PyPI
Registry entry updated
no data · official registry

How it compares in Memory

Against the most-starred memory servers we index. Token cost is per model turn, measured from each server's live tool list.

Server	Stars	Tools	Tokens / turn	Freshness	Runs
Rag Memory (this)	0	—	not measured	—	local
Memory	91,356	—	not measured	Active	local
Hindsight	51,304	—	not measured	Active	—
Codebase Memory	46,873	—	not measured	Active	local
Cognee	32,506	—	not measured	Active	—
Honcho	7,681	—	not measured	Active	hosted

All memory MCP servers

FAQ

›How do I install the Rag Memory MCP server in Claude Code?

Run: claude mcp add rag-memory -- npx -y mcp-rag-memory. For Cursor, VS Code, Claude Desktop and Windsurf, use the install tabs above.

›Does Rag Memory require an API key?

No required environment variables are declared in its published metadata.

›Can I use Rag Memory as a remote (hosted) MCP server?

No hosted endpoint is published; it runs locally over stdio.

›Is Rag Memory in the official MCP registry?

No. It was indexed from npm.

Sources and method

GitHub repository: fetched 2026-10-19
Package registry (npm / PyPI): listed
Last checked against all sources: 2026-10-19

The description, packages and links come from the maintainer's own published metadata. Token cost, security signals, freshness and the reading above are MCPSkillHub's own measurements; see the methodology. Spot an error? Request a correction or claim the listing.