golf: Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth

by golf-mcp · MCP Server · ★ 840

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install golf

pip install golf-mcp

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 74/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-runtimeaiai-agentai-agent-toolsai-agentsai-platformaiagentsauthauthenticationauthorization

Quick Facts

Stars840
Forks70
LanguagePython
CategoryMCP Server
LicenseApache-2.0
Quality Score74/100
Open Issues2
Last Updated2026-09-09
Created2025-02-24
Platformsmcp, python
Est. Tokens~15k

About golf

⛳ Golf Easiest framework for building MCP servers 📚 Documentation Overview Golf is a framework designed to streamline the creation of MCP server applications. It allows developers to define server's capabilities—tools, prompts, and resources—as simple Python files within a conventional directory structure.

Compatible Skills

These tools work well together with golf for enhanced workflows:

  • logfire — semantic(0.21)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • clawmetry — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (57%)
  • open-terminal — semantic(0.16)+complementary+same_lang+similar_pop+shared_platform (56%)
  • bedrock-agentcore-sdk-python — semantic(0.30)+complementary+same_lang+similar_pop+shared_platform (55%)

golf alternative? Top 6 similar tools

Looking for a golf alternative? If you're comparing golf with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • arcade-mcp by ArcadeAI · ⭐ 1.1k

    MCP Server Framework and Tool Development library for building custom capabilities into agents.

  • mcp by taskade · ⭐ 171

    🤖 Taskade MCP · Official MCP server and OpenAPI to MCP codegen. Build AI agent tools from any OpenAPI API and

  • agents by inkeep · ⭐ 1.5k

    Create AI Agents in a No-Code Visual Builder or TypeScript SDK with full 2-way sync. For shipping AI assistant

  • MakeMoneyWithAI by garylab · ⭐ 1.2k

    A list of open-source AI projects you can use to generate income easily.

  • openops by openops-cloud · ⭐ 1.1k

    The batteries-included, No-Code FinOps automation platform, with the AI you trust.

  • jadx-mcp-server by zinja-coder · ⭐ 805

    MCP server for JADX-AI Plugin

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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