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Model Context Protocol servers

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Overview

Model Context Protocol servers are reference implementations designed to provide secure and controlled access for Large Language Models (LLMs) to various tools and data sources. This repository showcases multiple MCP servers that demonstrate the versatility and extensibility of the Model Context Protocol.

To use the MCP servers, you can run them directly using npx for TypeScript-based servers or uvx/pip for Python-based servers. For example, to start the Memory server, you can use the command: npx -y @modelcontextprotocol/server-memory. Configuration for clients like Claude Desktop is also provided in the documentation.

  • A collection of reference implementations for the Model Context Protocol. - Support for various programming languages including TypeScript and Python. - Integration with multiple tools and data sources, such as AWS, Google Drive, and more. - Community-driven development with a growing set of community-built servers.
  1. Enabling LLMs to interact with cloud services like AWS and Google Drive.
  2. Providing secure access to databases and file systems.
  3. Facilitating integration with various APIs for enhanced functionality.
  4. Supporting the development of custom MCP servers for specific needs.

Add to your AI client

Use these steps to connect Model Context Protocol servers in Cursor, Claude, VS Code, and other MCP-compatible apps. The same JSON appears in the Use with menu above for one-click copy.

Cursor

Add this to your .cursor/mcp.json file in your project root, then restart Cursor.

.cursor/mcp.json

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

Claude Desktop

Add this server entry to the mcpServers object in your Claude Desktop config, then restart the app.

~/Library/Application Support/Claude/claude_desktop_config.json (macOS) or %APPDATA%\Claude\claude_desktop_config.json (Windows)

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

Claude Code

Add this to your project's .mcp.json file. Claude Code will detect it automatically.

.mcp.json (project root)

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

VS Code (Copilot)

Add this to your .vscode/mcp.json file. Requires the GitHub Copilot extension with MCP support enabled.

.vscode/mcp.json

{
  "servers": {
    "mcp-servers-bitflower": {
      "type": "stdio",
      "command": "npx",
      "args": [
        "-y",
        "@modelcontextprotocol/server-mcp-servers-bitflower"
      ]
    }
  }
}

Windsurf

Add this to your Windsurf MCP config file, then restart Windsurf.

~/.codeium/windsurf/mcp_config.json

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

Cline

Open Cline settings, navigate to MCP Servers, and add this server configuration.

Cline MCP Settings (via UI)

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

FAQ

**What is the Model Context Protocol?**

The Model Context Protocol is a framework that allows LLMs to interact with various tools and data sources securely and efficiently.

**How can I contribute to MCP servers?**

You can contribute by creating new servers, improving existing ones, or participating in discussions on GitHub.

**Is there documentation available for creating my own MCP server?**

Yes, comprehensive documentation is available at [modelcontextprotocol.io](https://modelcontextprotocol.io/introduction) for those interested in building their own servers.7:["$","div",null,{"className":"container mx-auto flex flex-col gap-4","children":["$L26","$L27",["$","$L28",null,{"currentProject":{"id":2743,"uuid":"2ed08024-0e1b-4ae6-9c67-f62cc62de545","name":"mcp-servers","title":"Model Context Protocol servers","description":"","avatar_url":"https://avatars.githubusercontent.com/u/6666636?v=4","created_at":"2025-03-14T00:55:34.661Z","updated_at":"2025-03-14T01:36:29.770Z","status":"created","author_name":"bitflower","author_avatar_url":"https://avatars.githubusercontent.com/u/6666636?v=4","tags":"mcp-servers,model-context-protocol,llm-integration","category":"developer-tools","is_featured":false,"sort":1,"url":"https://github.com/bitflower/mcp-servers","target":"_self","content":"$29","summary":"$2a","img_url":"https://camo.githubusercontent.com/ef5a9519983d6587ccd70a7bee6285138d209055be84391a3dc3fa6f41d7d747/68747470733a2f2f7777772e323173742e6465762f66617669636f6e2e69636f","type":null,"metadata":"{\"star\":\"0\",\"license\":\"MIT license\",\"language\":\"JavaScript\",\"is_official\":false,\"latest_commit_time\":\"2025-03-14 00:13:21\"}","user_uuid":null,"tools":null,"sse_url":null,"sse_provider":null,"sse_params":null,"is_official":false,"server_command":null,"server_params":null,"server_config":null,"allow_call":false,"is_innovation":false,"is_dxt":false,"dxt_manifest":null,"dxt_file_url":null,"is_audit":false},"randomProjects":[],"currentServerKey":"$undefined"}]]}]

Developer tools
Model Context Protocol servers MCP Server — MCP Registry