Token-Efficient MCP Template

About

Streamline the development of high-performance web applications by implementing token-efficient hook systems and Model Context Protocol (MCP) server architectures. This skill provides production-ready templates for React, FastAPI, Django, and Node.js that leverage smart caching, differential analysis, and progressive context loading to drastically reduce API costs while maintaining high functional accuracy. It is particularly valuable for developers building monitoring tools, system health dashboards, and debugging utilities that require frequent, high-volume data exchange with LLMs.

Key Features

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• Progressive context loading strategies (summary, targeted, and full) to minimize token footprint
• Automated generation of pre-tool, context injection, and session management hooks
• Pre-configured templates for React, FastAPI, Django, and Node.js microservices
• Modular MCP server architecture with specialized tool categories for logs, databases, and system health
• Smart caching framework featuring differential analysis and background data refresh

Use Cases

• Building cost-effective AI-integrated monitoring dashboards and analytics tools
• Optimizing existing web applications for lower LLM API consumption and improved latency
• Developing specialized MCP servers to interface with legacy databases or complex system logs