# Sphoorti Metri — portfolio

Machine-readable hints for AI assistants and crawlers.

## Model Context Protocol (MCP)

For structured, tool-backed access to this portfolio (profile, contact, experience, projects, writing, education, resume text, search), use the Model Context Protocol server.

- Setup page (Cursor, Claude Desktop, Windsurf, inspector, curl): https://sphoortimetri.com/portfolio-mcp
- MCP HTTP endpoint (Streamable HTTP, no authentication): https://sphoortimetri.com/api/mcp

## Further reading

- Copy-paste client configs (markdown in repo): https://github.com/SphoortiMetri/sphoorti-portfolio/blob/main/data/mcp-clients.md

## Homepage chat widget

The site may show a small Groq-backed chat UI; for reliable tool access and richer context, prefer the MCP server above.