Best Optimization AI Skills & MCP Servers
36 curated Optimization skills and MCP servers — install any of them into Claude, Cursor, ChatGPT, n8n, or any AI stack with one command.
Metabase
A high-performance MCP server for Metabase analytics integration with response optimization and robust error handling
Prompt Optimizer Local
Advanced cross-platform prompt optimization with MCP integration and 120+ optimization rules
Checkup
MCP server that analyzes your MCP setup: token costs, bloated schemas, duplicate tools, and optimization tips
Claudeops
Drop-in optimization toolkit for Claude Code — 15 agents, token savings, safety hooks, UI pipeline
Visual Forge
MCP server for AI image generation from markdown and HTML with multi-provider support, model testing, and automatic web optimization
Mcp
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.
Server
MCP server for MemLab heap snapshot analysis — gives AI coding assistants tools to explore JavaScript heap snapshots, find memory leaks, and identify optimization opportunities
Token Optimizer
Intelligent context window optimization for Claude Code - store content externally via caching and compression, freeing up your context window for what matters
Server
MCP server for Elnora Platform — AI-powered bioprotocol optimization
Clickup
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
Toolrank
# 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
quantoracle
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
About Optimization skills on iClaude
iClaude is the universal install layer for AI skills. Every Optimization skill on this page can be installed into Claude Code, Claude Desktop, Cursor, ChatGPT, n8n, Codex, and more — using a single copy-paste command. No config drift, no per-stack adapters, no manual MCP wiring.