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MCP servers tagged optimization
55 live MCP servers tagged "optimization", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with optimization.
Siconos
Simulation framework for nonsmooth dynamical systems
Sora MCP
An MCP server to use Sora video generation APIs
optuna/optuna-mcp
The Optuna MCP Server is a Model Context Protocol (MCP) server to interact with Optuna APIs.
Owl
Retirement planner with great wisdom
Optillm
Optimizing inference proxy for LLMs
Ragbits
Building blocks for rapid development of GenAI applications
Bl View MCP
Portfolio Optimization MCP based on black-litterman model
CTX
CTX - Context Runtime Engine for Coding Agents
Ratel
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 retrieval. No vector DB. No embeddings.
Owl
Retirement planner with great wisdom
Indian Trading Skills
Enable Claude to analyze Indian equity markets with modules covering NSE/BSE stocks, derivatives, flows, news, and trade planning.
Complementarity.jl
provides a modeling interface for mixed complementarity problems (MCP) and math programs with equilibrium problems (MPEC) via JuMP
Mcd Value
同一顿饭，换一种买法能差出十几块钱。麦当劳 MCP 点餐参谋：门店真实菜单 × 所有买法 × 优惠券，一句话给出可直接下单的最省方案。
Optees
Optees is an open-source desktop toolkit for optimization: LP (SciPy/HiGHS), MILP (OR-Tools CP-SAT), and 0/1 knapsack. Clean Architecture, TDD, dataset adapters (LPnetlib, MIPLIB,…
Tool Catalog Compiler
A managed proxy gateway and compiler for AI agents. It takes noisy OpenAPI/MCP directories, compresses them in flat mode, saves tokens, and adds Governance.
Orven
MCP-compatible context and memory system: paged code navigation for AI assistants, plus a recorded, verified theory of what is known about the code.
Scopeon
AI context observability & optimization for Claude Code, Copilot CLI, Codex, Gemini — TUI dashboard, preset optimization, cost tracking, CI gates
Build26 LAB540 Observe Optimize And Protect Your Hosted Agents In Microsoft Foundry
Workshop : Observe, optimize and protect your hosted agents in Microsoft Foundry
ClickUp MCP Server Enhanced
An intelligent Model Context Protocol server for ClickUp API integration with 157 tools, AI-powered efficiency optimization, smart tool suggestions, and context-aware workflow rec…
3d Asset Processing
3D Asset Processing MCP Server
Calc Tools
Advanced calculus, finance, linear algebra, probability, and engineering math tools for AI agents via MCP (Model Context Protocol).
Mcd Fit Buddy
麦麦减脂搭子 McFit Buddy — 输入体重与目标即自动搭配三餐麦当劳，支持自提/外送自动比价与券适配。核心主张：不美化结果，如实指出麦当劳餐单「热量+蛋白+钠」三目标不可兼得的结构性缺口。2026 麦当劳程序员创意开发大赛参赛作品
Mcd Meal Optimizer
麦麦点餐最优解｜WorkBuddy Skill + 麦当劳 MCP + 本地 Python 组合求解。按预算、热量和蛋白质筛选搭配，附无需 MCP Token 的离线演示。
Jaot
Open optimization platform & marketplace — build, buy & automate optimization models. Solver-agnostic (SCIP/HiGHS), RAG formulation assistant, MCP server. FastAPI + Next.js.
Mcd Meal Optimizer
麦麦算盘 —— 基于麦当劳 MCP 的营养×预算双目标餐搭求解器 | 麦当劳程序员创意开发大赛参赛作品
Vensim System Dynamics Skill
面向 Agent 的 Vensim 系统动力学 Skill：中文 MDL 默认骨架优先自然布局、原生圆弧与 Hide Depth 影子处理、反馈审计、Python 彩色论文图、仿真与校准优化。支持 Windows/macOS/Linux，可选 MCP；仅限非商业使用。
Context Manager
Automated MCP discovery and context optimization for Claude Code. Save 90% of your context window with 5-minute setup and zero maintenance.
CortexCloud
Agent-native x402 API platform — Automation, Data, Research, AI & Optimization/Quantum. Pay per call in USDC on Base, no API keys.
ESP MECCHA HAMELEON
Enhance visual clarity and target awareness in Meccha Chameleon with this smart overlay tool for improved hide-and-seek gameplay.
Auto Codex
Get the best of both worlds. Token-efficient autonomous coding pipeline for Claude Code. Codex plans, Opus reviews, Sonnet swarm implements, optional metric optimization (inspired…
Dspytools
self-evolving CLI for DSPy program management — featuring hot-swap inference, MCP agent interoperability, a Generative Feedback Loop (GFL) pipeline, skills system, llms.txt genera…
Servers
MCP Servers to Optimize Vibe Coding Development
Blender MCP
Drive the Blender on your machine from any AI agent, headless. Inspect a 3D file, convert between GLB/glTF/FBX/OBJ/STL/PLY/DAE/USD/Alembic/.blend, render a preview that comes back…
Rfauto
RF/microwave CAD automation + LLM orchestration: multi-solver tuning loop (HFSS/ADS/openEMS/Palace), calibration-anchored surrogate optimization, 71 EM templates, 254 CLI commands…
Mcmeal Budget Mate
麦麦饭搭子 · 午餐省钱官 —— 基于麦当劳 MCP 的午餐凑单最优解 Skill（麦当劳程序员节创意开发大赛参赛作品）
McWorth
基于麦当劳官方 MCP 的预算配餐 Skill：给定预算或餐盘，枚举全部合法组合找最省价——能发现「多一杯可乐反而便宜 ¥2.50」
Cortex Ast
A powerful Model Context Protocol (MCP) server and Omni-AST engine. It empowers AI agents to seamlessly parse complex codebases, execute secure cross-project operations, and dynam…
Optim Engine
Production OR-Tools optimization service exposing 11 tools across 4 intelligence levels (scheduling, routing, packing, sensitivity, robust, stochastic, Pareto, prescriptive). Dual…
Roocode Bridge
AI-powered rule automation system for RooCode. Automates rule generation, enforcement, and code enhancement by connecting RooCode with an AI-driven MCP that analyzes context, appl…
Py Image Compress MCP
High-performance MCP image compression service for AI assistants with intelligent optimization and batch processing capabilities
Agent Context Optimizer MCP
MCP Server that solves context window overload — smart tool pruning, relevance scoring, budget tracking for AI agents
Isingq Toolkit
IsingQ toolkit for MCP and DeepSeek Harness: guided QUBO modeling, local validation, and user-confirmed solving. 面向 MCP 与原生 Agent 的 QUBO 建模与 IsingQ 求解工具集。
TheAIE
This repository presents four Capstone projects developed as part of the "the AI Engineer" program
Zcode Autoresearch
ZCode 自主实验循环插件，让 coding agent 基于固定度量自动迭代优化
Chunktuner
Benchmark chunking strategies for your RAG corpus. Get a recommended config. CLI, Python library, and MCP server.
Toon Json Conversion MCP
TOON-JSON Conversion MCP Server
Bicmath
BicMath is a modular Rust computation engine for mathematics, statistics, finance, and optimization. Available through MCP, CLI, Rust API, and WebAssembly—with exact arithmetic, e…
Wssch
Takes care of you while you code for them 🫰🎇. Planned migration to Rust or C++23 soon.
Context Optimizer MCP Js
JavaScript MCP Server — solve context window overload with smart tool pruning and relevance scoring
Dfst Planning Solver Skill
Open-source DFST planning solver skill for Codex-compatible agents.