MCP Gateway + LLM Infra Links (from Future Research Inbox)

MCP server gateway / registry

• IBM — mcp-context-forge (MCP Gateway + Registry)

  • https://github.com/IBM/mcp-context-forge
  • Why it matters: aligns with your “Unified Device Registry + automation runner” idea, but for tool servers: discovery, auth, rate limiting, observability, protocol translation.

• Model Context Protocol — official site/docs

  • https://modelcontextprotocol.io/
  • Why it matters: baseline spec for building/hosting tool servers and clients.

LLM-related blogs (architecture relevant)

• freeCodeCamp — remembering preferences without breaking context

  • https://www.freecodecamp.org/news/how-to-build-ai-agents-that-remember-user-preferences-without-breaking-context/
  • Why it matters: supports your “traceable, scoped memory” approach (KB + project logs + explicit retrieval).

• Cloudflare — Markdown for agents

  • https://blog.cloudflare.com/markdown-for-agents/
  • Why it matters: validates your Docusaurus “docs-first” direction and suggests efficient ingestion patterns.

Where to use these in your system

• MCP gateway: goes under ai-orchestration / automation layer design (tool registry, auth, observability).
• LLM blogs: informs memory policy + doc ingestion SOPs.