Best Optimization AI Skills & MCP Servers

MCP server for analyzing and optimizing context window token usage — audit tool definitions, compress schemas, track usage, and reduce bloat

Compatibility alias for Entroly's Node/WASM runtime. Installs and delegates to entroly-wasm.

MCP server for AgentAEO — run AEO audits across ChatGPT, Perplexity, Claude, and Google AI

MCP server for Astro ASO (App Store Optimization) data - Access keyword rankings, historical data, and app metrics

MCP server for Applyra — connect your ASO data to AI assistants

High-performance MCP server for Keepa API with advanced caching, rate limiting, and optimization features

MCP server for CostHawk - AI API cost monitoring and optimization with Claude Code tracking

A high-performance MCP server for Metabase analytics integration with response optimization and robust error handling

Local-first MCP server for Claude Code cost analysis, budgets, forecasts, anomalies, and subagent-aware optimization from local JSONL session logs.

Unified documentation standards and tooling for Cortex repositories with LLM optimization

Professional cloud-based MCP server for AI-powered prompt optimization with intelligent context detection, Bayesian optimization, AG-UI real-time optimization, template auto-save, optimization insights, personal model configuration via WebUI, team collabo

MCP server for Arcadia Finance. Deploy concentrated liquidity on Uniswap, Aerodrome, and Velodrome with automated rebalancing, compounding, yield optimization, and leverage, or single-sided liquidity into lending pools. Base, Unichain, and Optimism.

Reduce Claude Code token usage by 70-90% with cross-session memory and four-layer optimization: semantic codebase indexing, PostToolUse tool compression, turn summarization, and session consolidation. MCP server powered by Ollama — zero API calls, runs en

Build, solve, and analyze RASON optimization, simulation, data science, and decision models

Information-theoretic context optimization for AI coding agents. Zero-friction, pure WebAssembly - no Python dependency.

Orchestration + observability + coach layer for Claude Code token optimization. Measures tool usage, enforces budgets, advises on complementary tools (serena, RTK), and proactively surfaces savings tips.

MCP server for GEO (Generative Engine Optimization) analysis — check any domain's AI-readiness

AI-powered MCP server for codebase navigation and LLM prompt optimization

An open-source MCP server for Answer Engine Optimization (AEO) monitoring.

MCP server for Tinify image optimization — one tool, max optimization

A specialized Model Context Protocol server for MUSHCODE development assistance. Provides AI-powered code generation, validation, optimization, and examples for MUD development.

MCP quality scanner and tool discovery for autonomous agents. Search 27,843+ indexed tools, check AEO (answer-engine-optimization) readiness scores, validate MCP server quality, find alternatives — the standard tool-validation layer before any agent calls

Advanced cross-platform prompt optimization with MCP integration and 120+ optimization rules

MCP server that analyzes your MCP setup: token costs, bloated schemas, duplicate tools, and optimization tips