golf

★ 841

mcp-remnawave

★ 97

golf vs mcp-remnawave

Q: Which is better, golf or mcp-remnawave?

By GitHub stars, golf has more community adoption, but the best choice depends on your specific use case.

golf: Golf is a Python framework designed to streamline the creation of MCP server applications by defining capabilities as Python files. It automatically discovers, parses, and compiles these components into a runnable MCP server, minimizing boilerplate and accelerating development.; mcp-remnawave: mcp-remnawave is an MCP (Model Context Protocol) server designed to empower Large Language Model clients with comprehensive management tools for Remnawave VPN panels. It offers 51 tools, 3 real-time resources, and 5 guided prompts to facilitate full control over users, nodes, subscriptions, and system health.

TL;DR

golfObservability · ★ 841

Building custom MCP server applications.

Read golf full review →

mcp-remnawaveObservability · ★ 97

Automated VPN User Management: Create new users, manage subscriptions, reset traffic, or disable users based on specific criteria using natural language commands.

Read mcp-remnawave full review →

Side-by-Side Comparison

Field

golf

mcp-remnawave

Features

golf

01Streamlined creation of MCP server applications.

02Automatic discovery, parsing, and compilation of server components (tools, prompts, resources).

03Enterprise-grade authentication (JWT, OAuth Server, API key, development tokens).

04Built-in utilities for Large Language Model (LLM) interactions.

05Automatic OpenTelemetry integration for monitoring and tracing.

mcp-remnawave

01Comprehensive Management Tools: Offers 51 tools for full management of users, nodes, hosts, subscriptions, and the entire Remnawave system.

02Readonly Mode: Restrict operations to read-only for safe monitoring and prevention of accidental changes in sensitive environments.

03Caddy Support: Provides `X-Api-Key` header support for Remnawave panels deployed behind Caddy with custom paths.

04LLM Client Compatibility: Utilizes stdio transport to seamlessly integrate with Claude Desktop, Cursor, Windsurf, and any other MCP-compatible clients.

Use Cases

golf

↳Building custom MCP server applications.

↳Developing backend services for AI agents and Large Language Models.

↳Rapid prototyping and deployment of server capabilities (tools, prompts, resources).

mcp-remnawave

↳Automated VPN User Management: Create new users, manage subscriptions, reset traffic, or disable users based on specific criteria using natural language commands.

↳VPN Node Operations & Monitoring: Monitor the status of VPN nodes, restart specific nodes, or restart all nodes for maintenance and troubleshooting.

↳System Health & Reporting: Generate detailed traffic reports, check the overall panel health, and view real-time system statistics and metrics.

↳Natural Language Panel Interaction: Interact with the Remnawave panel using natural language queries through LLM clients like Claude Desktop, Cursor, or Windsurf for simplified administration.

FAQ

What is the difference between golf and mcp-remnawave?

Both golf and mcp-remnawave are in the Observability category. golf has 841 stars, while mcp-remnawave has 97 stars.

Which is better, golf or mcp-remnawave?

The best choice depends on your use case. Choose golf if Building custom MCP server applications., and mcp-remnawave if Automated VPN User Management: Create new users, manage subscriptions, reset traffic, or disable users based on specific criteria using natural language commands..

Is golf free or open source?

Yes, golf is open source on GitHub (Apache-2.0).

Is mcp-remnawave free or open source?

Yes, mcp-remnawave is open source on GitHub.

Cloud Infrastructure

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TL;DR

Side-by-Side Comparison

Features

Use Cases

FAQ

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