Agent skill · Backend & API

mcp-builder

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.

Nick44,086★ · +407/wk · 1 repos on radarProfile →
claude-codecodexcursorships scriptsMIT
Install
npx skills add sickn33/agentic-awesome-skills --skill mcp-builder --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 10
SKILL.md size: 9 KB
Bundled scripts: yes
Path: skills/mcp-builder/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 44,414 · +328 this week
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# 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:** Agents benefit from concise tool descriptions and the abilit

What's inside
Steps it walks through
  1. Overview
  2. 🚀 High-Level Workflow
  3. Phase 1: Deep Research and Planning
  4. Phase 2: Implementation
  5. Phase 3: Review and Test
  6. Phase 4: Create Evaluations
  7. 📚 Documentation Library
  8. Core MCP Documentation (Load First)
  9. SDK Documentation (Load During Phase 1/2)
  10. Language-Specific Implementation Guides (Load During Phase 2)
  11. Evaluation Guide (Load During Phase 4)
  12. When to Use
  13. Limitations
Ships with 9 files
  • LICENSE.txt
  • reference/evaluation.md
  • reference/mcp_best_practices.md
  • reference/node_mcp_server.md
  • reference/python_mcp_server.md
  • scripts/connections.py
  • scripts/evaluation.py
  • scripts/example_evaluation.xml
  • scripts/requirements.txt
More from agentic-awesome-skills
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About this skill
What does the mcp-builder skill do?

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.

How do I install it?

Run `npx skills add sickn33/agentic-awesome-skills --skill mcp-builder --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From sickn33/agentic-awesome-skills, a repository with 44,414 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going