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Hamza Loukili
Hamza Loukili

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I turned 243 agent prompts into a free MCP server for ChatGPT, Claude and Cursor

#mcp #ai #chatgpt #opensource

Most of us keep rewriting the same prompts: "review this like a senior engineer", "plan this feature", "write tests for this".

So I packaged 243 of them (13 categories: planning, testing, code review, performance, architecture, security, docs…) behind one MCP URL:

https://hamza-agent-hub-mcp.loukilihamza78.workers.dev/mcp

Add it to ChatGPT (custom MCP server), Claude (custom connector) or Cursor (mcp.json), then ask things like "Use the security auditor agent on this route."

  • 4 read-only tools, no auth, no install
  • MIT, self-host on Cloudflare Workers
  • Works as plain Markdown too

30-second quickstart

ChatGPT: Settings → Plugins → Add custom MCP server → paste the URL → Authentication: None.

Claude: Settings → Connectors → Add custom connector → paste the URL. Claude Code:

claude mcp add --transport http agent-hub https://hamza-agent-hub-mcp.loukilihamza78.workers.dev/mcp
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Cursor: add this to ~/.cursor/mcp.json:

{
  "mcpServers": {
    "hamza-agent-hub": { "url": "https://hamza-agent-hub-mcp.loukilihamza78.workers.dev/mcp" }
  }
}
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The 4 tools

  • list_categories: the 13 categories and their counts
  • search_agents: find agents by keyword or category
  • get_agent: full role prompt for one agent
  • run_agent_prompt: builds a ready-to-use prompt from agent role + your task

To be clear: these are well-written role prompts, not autonomous bots. They make the AI you already use behave like a focused specialist.

Repo + demo: https://github.com/hamzachallenge3-dev/hamza-agent-hub-252

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