#modelcontextprotocol

Enterprises spent the last decade building comprehensive API programs to manage internal services. A...

A practical guide to building a secure, read-only MCP server for public website content. Learn the architecture, Streamable HTTP protocol, tool design, search, discovery, testing and citation controls that make pages easier for AI assistants to retrieve and cite.

Learn what the model context protocol is, why it matters for AI tool integration, and how to connect a task manager to an AI client step by step.

Tools give a text model hands. MCP makes every tool speak the same language.

Quick Answer Learn how to design, test, and operate MCP server versioning and backward...

MCP in agentic AI beats plain function calling for teams: one server works across every client. Function calling still wins for solo builds.

Last week I published a probe for a quiet MCP failure: a server that compiles, passes its tests and...

A dated, reproducible health probe of 78 registry-listed MCP servers. Pennyforge Studio · 2026-10-05...

Pennyforge Studio · 2026-10-06 · cohort n=78 · $0 · reproducible (probe script + raw JSON available...

MarketNow is now listed in the official MCP Registry (registry.modelcontextprotocol.io) as...

With specification 2026-07-28, MCP becomes a production-ready standard for AI agents: a stateless protocol core, server-rendered UIs, hardened authorization, and a formalized extension framework.

Quick Answer MCP server architecture: MCP server orchestrates tenant‑specific context,...