6 #optimization MCP Servers & Clients

Every MCP server and client below is tagged #optimization — install one to give Claude, Cursor, VS Code, or any other MCP-compatible client access to optimization tools.

Prompt Enhancer MCP - Optimize, Analyze & Convert AI Prompts

yedanyagamiai-cmd

49 AI tools across 9 MCP servers. Enterprise AGI Runtime (1,054 tests). Free tier. ☕ buymeacoffee.com/yesinyagami

Added 5 months ago

Pqs Prompt Quality Score

OnChainAIIntel

The world's first named AI prompt quality score. Score any LLM prompt before it hits any model — returns grade (A-F), score out of 40, percentile, and dimension breakdown across 8 quality dimensions.

Added 4 months ago

OptimEngine - Operations Scheduling Solver

MicheleCampi

Flexible Job Shop Scheduling solver using Google OR-Tools CP-SAT. Optimizes task-to-machine assignments with precedence, time windows, setup times, and multiple objectives. MCP-native for AI agents.

Added 5 months ago

Forge - GPU Kernel Optimization

RightNow-AI

Turn slow PyTorch into fast CUDA/Triton kernels. 32 parallel swarm agents optimize your code on real datacenter GPUs (B200, H200, H100, A100) with up to 14x speedup over torch.compile.

Added 6 months ago

Gurddy

novvoo

A Model Context Protocol (MCP) server providing solutions for Constraint Satisfaction Problems (CSP) and Linear Programming (LP). Built on the gurddy optimization library, it supports solving a variety of classic problems through two MCP transports: stdio (for IDE integration) an

Added 9 months ago

IvoryOS MCP

ivoryzh

IvoryOS is a Python-based unified robot control web interface, developed for user-friendly workflow design and control for Self-Driving Labs (SDLs). It works by introspecting the Python script, dynamically searching for available module and their method. The methods are available

Added last year

Frequently asked questions

Common questions about MCP servers and clients tagged #optimization

What is a #optimization MCP server?

An MCP server tagged #optimization implements the Model Context Protocol so AI assistants like Claude, Cursor, and VS Code can access optimization-related tools, data, or APIs.

How many #optimization MCP servers and clients are there?

mcp.so currently lists 6 MCP servers and clients tagged #optimization.

How do I install a #optimization MCP server?

Open any server below and copy its install snippet into Claude Desktop, Cursor, VS Code, or another MCP client's configuration — remote servers need no separate download.

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