Individual skill
mcp-agent-patterns
Use when integrating or optimizing Model Context Protocol (MCP) servers and clients. Keywords: MCP, Model Context Protocol, tool discovery, lazy loading, sampling, resource subscription, MCP server.
skills/agent-frameworks/mcp-agent-patterns/SKILL.md
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- engineering Derived category
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# MCP Agent Patterns (Model Context Protocol)
## Overview
The Model Context Protocol (MCP) provides a standardized way for AI agents to interact with external tools, data resources, and environments. This skill defines architectural patterns and implementation best practices for building, connecting, and optimizing MCP-based systems within the KILO-KIT ecosystem.
## When To Use
- Implementing custom MCP servers or clients.
- Integrating external services (APIs, DBs, filesystems) as MCP servers.
- Optimizing context windows when dealing with large tool catalogs.
- Implementing real-time resource synchronization or complex multi-server orchestrations.
- Security-critical integrations requiring isolated execution environments.
## Core MCP Concepts
- **Tools**: Executable functions exposed to the LLM.
- **Resources**: Data sources that can be read by the LLM (e.g., file contents, database records).