This file is byte-identical to the first copy the registry indexed, one of 3 indexed copies. Same content hash, so the same checks give both the same grade.
mcp-builder from archubbuck/workspace-architect is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate external APIs or services, whether in Python (FastMCP) or Node/TypeScript (MCP SDK).
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# MCP Server Development Guide
## Overview
Create MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. The quality of an MCP server is measured by how well it enables LLMs to accomplish real-world tasks.
---
# Process
## 🚀 High-Level Workflow
Creating a high-quality MCP server involves four main phases:
### Phase 1: Deep Research and Planning
#### 1.1 Understand Modern MCP Design
**API Coverage vs. Workflow Tools:**
Balance comprehensive API endpoint coverage with specialized workflow tools. Workflow tools can be more convenient for specific tasks, while comprehensive coverage gives agents flexibility to compose operations. Performance varies by client—some clients benefit from code execution that combines basic tools, while others work better with higher-level workflows. When uncertain, prioritize comprehensive API coverage.
**Tool Naming and Discoverability:**
Clear, descriptive tool names help agents find the right tools quickly. Use consistent prefixes (e.g., `github_create_issue`, `github_list_repos`) and action-oriented naming.
**Context Management:**
…
The line at the top of this page pins the label git:20261028.c33ca7a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
GET https://markdownregistry.com/api/v1/artifacts/art_gapakswwc2dzxo7o
GET https://markdownregistry.com/api/v1/resolve?ref=archubbuck/workspace-architect/mcp-builder
GET https://markdownregistry.com/api/v1/blob/b483b56d6673134497e45489c317f26ae0f1429c194db0297e43073e17e6748c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
archubbuck/workspace-architect · assets/plugins/awesome-copilot/skills/suggest-awesome-github-copilot-agents/SKILL.md · Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository…
archubbuck/workspace-architect · assets/plugins/awesome-copilot/skills/suggest-awesome-github-copilot-instructions/SKILL.md · Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository…
archubbuck/workspace-architect · assets/plugins/awesome-copilot/skills/suggest-awesome-github-copilot-prompts/SKILL.md · Suggest relevant GitHub Copilot prompt files from the awesome-copilot repository based on current repository context…
archubbuck/workspace-architect · assets/plugins/awesome-copilot/skills/suggest-awesome-github-copilot-skills/SKILL.md · Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat…
archubbuck/workspace-architect · assets/plugins/azure-cloud-development/skills/az-cost-optimize/SKILL.md · Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating…
archubbuck/workspace-architect · assets/plugins/azure-cloud-development/skills/azure-resource-health-diagnose/SKILL.md · Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified…
archubbuck/workspace-architect · assets/plugins/clojure-interactive-programming/skills/remember-interactive-programming/SKILL.md · A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has…
archubbuck/workspace-architect · assets/plugins/context-engineering/skills/context-map/SKILL.md · Generate a map of all files relevant to a task before making changes
archubbuck/workspace-architect · assets/plugins/context-engineering/skills/refactor-plan/SKILL.md · Plan a multi-file refactor with proper sequencing and rollback steps
archubbuck/workspace-architect · assets/plugins/context-engineering/skills/what-context-needed/SKILL.md · Ask Copilot what files it needs to see before answering a question
archubbuck/workspace-architect · assets/plugins/copilot-sdk/skills/copilot-sdk/SKILL.md · Build agentic applications with GitHub Copilot SDK. Use when embedding AI agents in apps, creating custom tools…
anthropics/skills · skills/mcp-builder/SKILL.md · Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external…
thinkinaixyz/deepchat · resources/skills/mcp-builder/SKILL.md · Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external…
davepoon/buildwithclaude · plugins/all-skills/skills/mcp-builder/SKILL.md · Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external…
platonai/browser4 · browser4-agentic/src/main/resources/skills/mcp-builder/SKILL.md · Guide for creating advanced-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external…
keyuchen21/agentic-engineering-handbook · tutorials/agent-loop/skills/mcp-builder/SKILL.md · Build MCP (Model Context Protocol) servers that give Claude new capabilities. Use when user wants to create an MCP…
kocoro-lab/kocoro · internal/skills/bundled/skills/mcp-builder/SKILL.md · Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external…
enuno/unifi-mcp-server · .agents/skills/mcp-builder/SKILL.md · Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external…