optimization MCP servers & tools

19 Model Context Protocol servers tagged “optimization”, ranked by usage. Connect any of them to Claude Desktop, Cursor or Windsurf in one step.

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Oraclaw
Whatsonyourmind
Decision intelligence MCP server with 19 algorithms (bandits, Monte Carlo, constraint optimization, forecasting, anomaly detection, risk analysis, graph algorithms), 28 MCP tools. Install via npx -y @oraclaw/mcp-server.
Data Science Tools
Upvotes: 0Installs: 0GitHub stars: 13
LLM Optimizer
AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.
Marketing
Upvotes: 0Installs: 0GitHub stars: 10
Bagiq
Official
Tools for analyzing and optimizing disc golf bags, including gap detection, overlap analysis, filler recommendations, and building minimal bags.
Sports
Upvotes: 0Installs: 2GitHub stars: —
LensHH LT Optical Design
Drive real optical lens design: ray tracing, optimization, MTF and aberration analysis.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: 1
Mrugankpednekar MCP Optimizer
Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: —
M
Mathematical Programming Solver
Solve linear and mixed-integer optimization (LP/MIP) problems.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: —
Zopaf
Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tokens.
Agreements & Coordination
Upvotes: 0Installs: 0GitHub stars: —
J
Jungle Cleaner
Lowers your AWS bill by helping you clean up and optimize your setup
Cloud Platforms
Upvotes: 0Installs: 0GitHub stars: —
Twig
MCP server quality scoring and optimization for the agent economy.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
SAGE — Solver Augmented Grounding Engine
LLM-native optimization solver: LP, MIP, portfolio & scheduling via HiGHS/OR-Tools.
Data Science Tools
Upvotes: 0Installs: 0GitHub stars: —
S
SCModeling
Supply-chain network design via simulation, optimization, and greenfield analysis.
Delivery
Upvotes: 0Installs: 0GitHub stars: —
Shiftyasan Shift Scheduling
Generate optimized work shift schedules from staffing demand, availability and fairness rules.
Workplace & Productivity
Upvotes: 0Installs: 0GitHub stars: —
3DPACK.ING — Container & Truck Load Planning
Plain-English shipment input for freight & logistics: containers your cargo fits, 3D load plan.
Cloud Platforms
Upvotes: 0Installs: 0GitHub stars: —
R
Rason MCP Server
Build, solve, and analyze RASON optimization, simulation, data science, and decision models
Data Science Tools
Upvotes: 0Installs: 0GitHub stars: —
Simengine
Monte Carlo decision-intelligence over MCP: simulate, optimize, and decide under uncertainty.
Data Science Tools
Upvotes: 0Installs: 0GitHub stars: —
Green MCP
Measure a program's CPU energy and LLM tokens, then refactor it cheaper. Measure, never estimate.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Fullrun
Google Ads management for AI agents — diagnose, optimize, and manage campaigns.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
AnnealBridge
Optimization middleware for AI agents: JSON problem in, verified and ranked solutions out.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —
Optlens
Debug and explain LP/MILP models: why infeasible, the smallest fix, what-if and sensitivity.
Developer Tools
Upvotes: 0Installs: 0GitHub stars: —