filesystem vs mcp-local-rag

Side-by-side comparison to help you pick between these two MCP servers.

	filesystem by modelcontextprotocol	mcp-local-rag by shinpr
Stars	★ 85,748	★ 260
30d uses	—	—
Score	77	51
Official	✓	—
Categories	File SystemDeveloper ToolsProductivity	Developer ToolsAI / LLM ToolsSearch
Language	TypeScript	TypeScript
Last commit	this month	this month

filesystem · Summary

A feature-rich MCP server for filesystem operations with dynamic directory access control.

mcp-local-rag · Summary

Local-first RAG server providing semantic + keyword search for code and technical docs via MCP or CLI.

filesystem · Use cases

Enable AI models to read and write project files during development
Allow Claude or other MCP clients to browse and analyze codebases
Provide secure sandboxed access to specific directories for content generation

mcp-local-rag · Use cases

Searching internal documentation and API specs for development reference
Codebase exploration with semantic + keyword search for finding specific functions and patterns
Research paper analysis and knowledge retrieval from private document collections
Technical troubleshooting by searching error codes and solutions in local documentation

filesystem · Install

Installation

Using NPX

{
  "mcpServers": {
    "filesystem": {
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-filesystem",
        "/path/to/allowed/directory"
      ]
    }
  }
}

Using Docker

{
  "mcpServers": {
    "filesystem": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "--mount", "type=bind,src=/path/to/allowed/dir,dst=/projects/allowed/dir",
        "mcp/filesystem",
        "/projects"
      ]
    }
  }
}

VS Code Extension

Click the installation buttons in the README to install directly in VS Code.

mcp-local-rag · Install

Installation via MCP

For **Cursor** — Add to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "local-rag": {
      "command": "npx",
      "args": ["-y", "mcp-local-rag"],
      "env": {
        "BASE_DIR": "/path/to/your/documents"
      }
    }
  }
}

For **Claude Code** — Run this command:

claude mcp add local-rag --scope user --env BASE_DIR=/path/to/your/documents -- npx -y mcp-local-rag

CLI Installation

npx mcp-local-rag ingest ./docs/
npx mcp-local-rag query "authentication API"

Comparison generated from public README + GitHub signals. Last updated automatically.