Best Optimization AI Skills & MCP Servers

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

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

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.

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.

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

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.

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

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

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 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 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 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

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

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

Modular MCP - Modular tool access for reducing context overhead

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

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.