skills.rest
Paradicat
ParadicatCOMMUNITY
Explore all skills by this author →
GitHub

mcp-builder

Guide building MCP servers for LLM integration with Python and Node/TypeScript.

1|1|Updated Jun 15, 2023
Search Tags:#api development#mcp#tool design#llm integration#typescript sdk#fastmcp#server implementation
One-click install
npx skills add https://github.com/Paradicat/demo --skill mcp-builder-paradicat
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: mcp-builder
Source: https://github.com/Paradicat/demo/tree/main/agent_pack/third_party_skills/skills/skills/mcp-builder
Command: npx skills add https://github.com/Paradicat/demo --skill mcp-builder-paradicat

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive guide and best practices for developing robust Model Context Protocol (MCP) servers, enabling LLMs to interact seamlessly with external services through well-defined tools.

Core Features & Use Cases

  • End-to-End Development Guide: Covers research, planning, implementation, testing, and evaluation phases.
  • Framework Agnostic: Provides guidance for both Python (FastMCP) and Node/TypeScript (MCP SDK).
  • Best Practices: Details on tool design, naming conventions, response formats, pagination, and security.
  • Use Case: A developer needs to create an MCP server that allows an LLM to query a company's internal knowledge base. This Skill guides them through setting up the server, defining tools for searching and retrieving documents, and ensuring the LLM can effectively use these tools.

Quick Start

Use the mcp-builder skill to get started with creating a new MCP server in Node.js.

Frequently Asked Questions about mcp-builder

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a Model Context Protocol server for LLM integration?▼

You can build an MCP server using Python with the FastMCP framework or Node/TypeScript with the MCP SDK, following specific implementation, testing, and evaluation best practices for LLM integration.

What are the best practices for MCP tool design and response formats?▼

Best practices for MCP tool design include using clear naming conventions, structuring standardized response formats, implementing pagination, ensuring security, and handling errors effectively for LLM consumption.

Can I use TypeScript SDK and FastMCP to implement an MCP server?▼

Yes, you can implement an MCP server using the Node/TypeScript MCP SDK or Python FastMCP framework, both of which are explicitly supported for server implementation and external service integration.

What is the process for testing and evaluating an MCP server?▼

Testing and evaluating an MCP server involves structured assessment phases to ensure the LLM can effectively use the defined tools, query external services, and retrieve documents accurately.

How do I allow an LLM to query an internal knowledge base via MCP?▼

You allow an LLM to query an internal knowledge base by creating an MCP server that defines specific tools for searching and retrieving documents, enabling seamless LLM interaction with the external service.

Related Skills

Explore More Software Engineering Skills→
TNHoang2708TNHoang2708
1

ck:mcp-builder

Build MCP servers with FastMCP and MCP SDK for external service integration.

Community
Advanced
Devsoul2026Devsoul2026
150

chroma

Store embeddings and metadata locally for fast semantic search.

Community
Intermediate
mattmacleod16-svgmattmacleod16-svg
1

mcp-cli

List MCP servers and tools, inspect schemas, and execute tools with JSON payloads.

Community
Intermediate
arroschavesarroschaves
1

mcp-builder

Guides building MCP servers for LLM-external service integration.

Community
Advanced