Best Optimization AI Skills & MCP Servers

Modular MCP - Modular tool access for reducing context overhead

Drop-in optimization toolkit for Claude Code — 15 agents, token savings, safety hooks, UI pipeline

MCP server for AI image generation from markdown and HTML with multi-provider support, model testing, and automatic web optimization

Seracade is a drop-in OpenAI-compatible routing proxy for AI agent teams. Six named capabilities: Call (every request, addressable and replayable), Step (sub-Call routing context inside agent trajectories), Quality Score (calibrated, version-stamped quali

Stop your AI agent from over-paying for the wrong model. Cost-aware model routing, model-specific prompt optimization (Midjourney, Flux, SD), and pre-flight lint for 80+ generative AI models. Saves 40-70% on agent-driven generation workloads.

Intelligent context window optimization for Claude Code - store content externally via caching and compression, freeing up your context window for what matters

An intelligent Model Context Protocol server for ClickUp API integration with 177+ tools, AI-powered efficiency optimization, smart tool suggestions, and context-aware workflow recommendations

MCP server for Elnora Platform — AI-powered bioprotocol optimization

MCP server for MemLab heap snapshot analysis — gives AI coding assistants tools to explore JavaScript heap snapshots, find memory leaks, and identify optimization opportunities

# ToolRank MCP Server Score and optimize MCP tool definitions for AI agent discovery. The first ATO (Agent Tool Optimization) platform. ## Tools ### toolrank_score Analyzes MCP tool definitions and returns a ToolRank Score (0-100) measuring agent-readiness. Evaluates four dime

63 deterministic quant computation tools for AI agents. Black-Scholes, Greeks, exotic derivatives, portfolio optimization, Monte Carlo, risk metrics (VaR, Sharpe, drawdown), technical indicators, bond pricing, yield curves, crypto/DeFi (impermanent loss, liquidation, funding rate