Summarize URLs, repurpose content, daily news digests, find competitors. Cost telemetry built in.
A production-grade Model Context Protocol server in Python — four LLM-callable tools, two transports, deployed two different ways. Playground (browser demo) | | Most "AI engineer" portfolio projects are applications (a RAG chatbot, an agent that does research). This project is the layer underneath — the typed tools an LLM can call and the transport plumbing that exposes them. MCP is the emerging…
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts — it cannot prove the absence of malicious code.
A production-grade Model Context Protocol server in Python — four LLM-callable tools, two transports, deployed two different ways. Playground (browser demo) | | Most "AI engineer" portfolio projects are applications (a RAG chatbot, an agent that does research). This project is the layer underneath — the typed tools an LLM can call and the transport plumbing that exposes them. MCP is the emerging standard for LLM tool use (~97M monthly SDK downloads as of early 2026); building one — not just…