Explore
MCP servers and skills: search, filter by where they run, and compare.
MCP servers and skills: search, filter by where they run, and compare.
General Purpose MCP Server (AI Agent) for Constrained Optimization
PythonApache-2.0★ 5No key
gruddy mcp server
PythonMIT★ 2Few starsNo key
McPortfolio: A Model Context Protocol server providing 9 specialized tools for LLM-driven portfolio optimization using natural language, covering mean-variance to machine learning approaches.
PythonApache-2.0★ 6No key
🎮⚡ Game Shader Cache & Stutter Elimination Engine | Production-grade Claude Code skill & Python harness (v2.0.0) for graphics optimization. Features PSO pre-compilation, driver cache tuning, & crawl4
SkillMIT★ 5No key
Open-source Generative Engine Optimization (GEO) & Answer Engine Optimization (AEO) toolkit — optimize content to rank in ChatGPT, Perplexity, Gemini & Claude. AI SEO / LLM SEO. CLI, Claude Code, MCP.
PythonMIT★ 214No key
🌵🍅 Desert Greenhouse Hydroponics & Climate Optimization Engine | Production-grade Claude Code harness & deterministic Python physics engine for desert CEA. Features VPD calculation, pad-fan cooling
SkillMIT★ 5No key
The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.
PythonMIT★ 89No key
🌿🔬 Greenhouse Microclimate Optimization | Production-grade agronomic microclimate optimization engine. Controls VPD, DLI budgets, and actuator resolution via dynamic crawl4ai knowledge loops.
SkillMIT★ 4Few starsNo key
💻🎮 Low-Spec PC Game Loading & Frametime Stutter Optimization Engine | Production-grade Claude Code harness & Python runtime (skill218) for Elden Ring, Cyberpunk 2077, & AAA titles. Features shader s
SkillMIT★ 6No key
🌡️❄️ Small Data Center Airflow & Thermal Engineering Engine | Production-grade Claude Code harness & Python package (dc_thermal v2.0.0) for small data centers & edge server rooms. Features ASHRAE TC
SkillMIT★ 5No key
🕹️⚡ Retro Emulator Configuration & Display Latency Optimization Engine | Production-grade Claude Code harness (v1.1.1) & retroarch.cfg offline analyzer for SNES, PS1, N64, & Arcade. Features Run-Ahea
SkillMIT★ 5No key
MCP server for managing and controlling NVIDIA Jetson Nano Super systems via SSH - AI-powered system administration, Docker management, and edge computing optimization
PythonMIT★ 7No key
🃏🧮 TCG/CCG Deck Building & Metagame Optimization Engine | Production-grade Claude Code harness (v2.0.0) & tcg_deck_optimizer Python engine for MTG, Hearthstone, & YGO. Features Hypergeometric math,
SkillMIT★ 5No key
PythonMIT★ 7No key
Model Context Protocol (MCP) server for AWS Financial Operations (FinOps) - providing comprehensive tools for cloud resource optimization, cost management, and performance monitoring.
PythonMIT★ 2Few starsNo key
🧪❄️ Lyophilization Physics & Cycle Optimization | Production-grade freeze-drying engineering engine. Simulates primary/secondary drying kinetics, heat-mass transfer, and bioactive Arrhenius stability
SkillMIT★ 4Few starsNo key
Advanced MCP server providing cutting-edge prompt optimization tools with research-backed strategies
PythonMIT★ 25No key
GEO Optimizer, the open-source engine behind GeoReady (geoready.dev): audit whether ChatGPT, Perplexity, Gemini & Google AI Overviews cite your site. CLI, Python, MCP.
SkillMIT★ 1.3kNo key
Optimization middleware for AI agents — describe the problem as JSON, get verified, ranked solutions over MCP, CLI or Python.
PythonMITFew starsNo key
JAX-based differentiable flowsheet framework for chemical process simulation, optimization, and technoeconomics — with plugins for bio, rare-earth extraction, carbon capture, and gas networks.
SkillMIT★ 15No key
Open-source Generative Engine Optimization (GEO) toolchain & multi-user platform: crawl & score your site across 11 AI engines (ChatGPT Search, Perplexity, Google AI Overviews, Doubao...), LLM content
PythonAGPL-3.0★ 1Few starsNo key
Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings and DeepSeek Harness support.
PythonApache-2.0★ 12kNo key
🌊 GW150914 MCP Signal Search: AI-powered gravitational wave detection using Model Context Protocol (MCP). Features optimization client, analysis server, and automated parameter exploration for LIGO d
PythonMIT★ 4Few starsNo key
Mathematical Optimization MCP Server with PuLP and OR-Tools support
PythonMIT★ 5No key
Who stands behind it