codanyks.hashnode.devMCP Server Wrap-Up — Patterns, Libraries & Scaling ContextLet’s Recap the Journey We started with a problem every agent-based developer faces:Memory is duct-taped. Context is fragile. Coordination is chaotic. Then, over 4 days, we built and evolved a system to change that. Day 1 — What is MCP Server? Iden...Jun 27, 2025·3 min read
codanyks.hashnode.devAgent-to-Agent Communication via MCPRecap So Far Day 1: Introduced the Model Context Protocol (MCP) and the context crisis it solves Day 2: Built a working MCP server to serve context to agents via frontend orchestration Day 3: Enabled agents to pull their own context autonomously f...Jun 26, 2025·4 min read
codanyks.hashnode.devConnect Your Agents to the MCP ServerRecap So Far Day 1: Introduced the Model Context Protocol (MCP) and why it matters Day 2: Built the MCP Server that handles context for inference orchestration Until now, the frontend drove everything — it requested context from MCP and passed it...Jun 25, 2025·5 min read
codanyks.hashnode.devBuild a Real MCP Server in TypeScriptRecap from Day 1 In our previous article, we explored why MCP matters: it's a protocol layer that acts as the context brain for multi-agent systems. Instead of cramming memory and goals into prompts, we delegate context management to an MCP Server th...Jun 24, 2025·5 min read
codanyks.hashnode.devStop Duct-Taping Context Into Prompts: Meet the MCP ServerIf you’ve ever built anything slightly more complex than a simple chat interface with an LLM, you’ve probably run into the same wall most of us hit: Agents forget things. Context doesn’t persist. Coordination feels clunky. Everything breaks when ...Jun 23, 2025·6 min read
