Model Context Protocol

This site is an MCP server

The human web is built for people clicking through pages. Agents do not click. So this portfolio also speaks their protocol: point any MCP client (Claude, Cursor, your own agent) at the endpoint below and it can query Ben's work directly. Same corpus the on-page concierge uses.

https://benjaminshyong.com/mcp

• search_projects Find Ben's projects by keyword.
• search_hackathons Find his hackathon entries by keyword.
• get_resume Roles, hardware-NPI decade, builds, contact.
• ask Ask anything; answered from his corpus, grounded.

The read tools are free and deterministic. The ask tool runs an LLM and shares the site's hard daily cap, so it stays cheap and safe.

Add it to a client's MCP config (Claude Desktop, Cursor, and similar):

{
  "mcpServers": {
    "benjamin-shyong": {
      "url": "https://benjaminshyong.com/mcp"
    }
  }
}

For a client that only speaks stdio, bridge it: npx mcp-remote https://benjaminshyong.com/mcp

browse the projects yourself →