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qurio vs everything

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

qurio
by irahardianto
everything
by modelcontextprotocol
Stars★ 16★ 85,748
30d uses
Score4177
Official
Categories
AI / LLM ToolsDeveloper ToolsKnowledge Graph
Developer ToolsAI / LLM ToolsOther
LanguageGoTypeScript
Last commit3 mo agothis month

qurio · Summary

A self-hosted RAG engine for AI coding assistants that ingests technical docs and code repositories locally, serving grounded context via MCP to prevent hallucinations.

everything · Summary

Official MCP test server exercising all protocol features for client builders.

qurio · Use cases

  • Providing accurate, context-aware responses for AI coding assistants like Cursor, Claude Code, or Gemini CLI
  • Creating a private knowledge base for proprietary documentation and internal code repositories
  • Enhancing AI productivity by reducing hallucinations through grounded context retrieval

everything · Use cases

  • Testing MCP client implementations against all protocol features
  • Learning MCP protocol capabilities through a reference server
  • Validating client compatibility with different transport methods

qurio · Install

Installation

Prerequisites

  • [Docker](https://docs.docker.com/get-docker/) and [Docker Compose](https://docs.docker.com/compose/install/)
  • A [Google Gemini API Key](https://aistudio.google.com/app/apikey) (for embeddings)

Steps

  1. Clone the repository:

``bash git clone https://github.com/irahardianto/qurio.git cd qurio ``

  1. Configure environment:

``bash cp .env.example .env # Add your Gemini API key to .env ``

  1. Start the system:

``bash docker-compose up -d ``

  1. Access the dashboard at http://localhost:3000
  2. Add additional API keys (Jina AI/Cohere) in the settings page

MCP Configuration

Add to your MCP settings:

{
  "mcpServers": {
    "qurio": {
      "httpUrl": "http://localhost:8081/mcp"
    }
  }
}

everything · Install

NPX (recommended)

{
  "mcpServers": {
    "everything": {
      "command": "npx",
      "args": ["-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

On Windows, use cmd /c:

{
  "mcpServers": {
    "everything": {
      "command": "cmd",
      "args": ["/c", "npx", "-y", "@modelcontextprotocol/server-everything"]
    }
  }
}

Docker

{
  "mcpServers": {
    "everything": {
      "command": "docker",
      "args": ["run", "-i", "--rm", "mcp/everything"]
    }
  }
}

Global install

npm install -g @modelcontextprotocol/server-everything@latest
npx @modelcontextprotocol/server-everything
Comparison generated from public README + GitHub signals. Last updated automatically.