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Step-by-Step: How to Expose a Skill as an MCP Server

Step-by-Step: How to Expose a Skill as an MCP Server

TLDR: Turn any Python function into a multi-client MCP server in 11 steps — from annotation to Docker. šŸ“– The Copy-Paste Problem: Why Skills Die at IDE Boundaries A developer pastes their summarize_pr_diff function into a Slack message because thei...

Mar 28, 2026•26 min read
Headless Agents: Deploy Skills as MCP Servers — Full Guide from Concept to Three Clients

Headless Agents: Deploy Skills as MCP Servers — Full Guide from Concept to Three Clients

TLDR: Build an MCP server once and call it from Cursor, Claude Desktop, and VS Code without rewrites — this guide takes you from a single Python function to a containerized, authenticated, three-client deployment in 11 concrete steps. šŸ“– The Trappe...

Mar 28, 2026•31 min read
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Skills vs LangChain, LangGraph, MCP, and Tools: A Practical Architecture Guide

Skills vs LangChain, LangGraph, MCP, and Tools: A Practical Architecture Guide

TLDR: These are not competing ideas. They are layers. Tools do one action. MCP standardizes access to actions and resources. LangChain and LangGraph orchestrate calls. Skills package business outcomes with contracts, guardrails, and evaluation. Most ...

Mar 12, 2026•14 min read

Abstract Algorithms

Exploring the fascinating world of algorithms, data structures, and software engineering through clear explanations and practical examples.

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