Discover Top MCP Servers - Improve Your AI Workflows
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Found a total of 32 results related to

Refact
Refact Agent is an open - source AI programming assistant that supports multi - language code generation, debugging, and optimization. It integrates with mainstream development tools, can be deployed locally, and provides intelligent code completion and code explanation functions.
TypeScript
17.4K
5 points

Zig MCP Server
An MCP server that provides tool support for the Zig language, including code optimization, compute unit estimation, code generation, and best - practice recommendations.
TypeScript
10.5K
2.5 points
A
Agentic Csa
A tool designed for FIRST Robotics Competition teams, which can search multiple official document libraries such as WPILib, REV, and CTRE simultaneously, quickly obtain answers to programming and hardware configuration through natural language questions, and support VS Code integration and AI assistant optimization.
Python
8.4K
2.5 points

Ai Spark MCP Server
This project implements AI intelligent optimization of Spark code through the MCP protocol, providing code optimization suggestions and performance analysis services.
Python
9.7K
2.5 points
O
Ohm MCP
An AI-driven Python code refactoring and quality analysis assistant that provides functions such as code refactoring, architecture optimization, and performance detection through AST analysis, and is compatible with the MCP protocol of multiple IDEs.
Python
6.3K
2.5 points

MCP Documentation Server
The MCP Documentation Server is an intelligent document management tool that integrates AI code assistance and document search functions and supports multiple mainstream development frameworks.
TypeScript
8.9K
2.5 points

Yc Css Ui MCP
YC-CSS-UI is an intelligent CSS debugging and optimization MCP service that provides CSS code analysis, problem detection, automatic repair suggestions, and performance optimization functions. It supports integration with Claude Code to help developers improve the quality of CSS code.
TypeScript
9.3K
2.5 points

Zig
An MCP server that provides Zig language tool support, including code optimization, compute unit estimation, code generation, and best practice recommendations.
TypeScript
9.9K
2.5 points
M
MCP
This is an MCP server that provides tools and knowledge for Arm architecture development, migration, and optimization, supporting functions such as code migration analysis, container architecture check, assembly performance analysis, and knowledge base search.
Python
6.6K
2.5 points

Gemini Cli Orchestrator
The Gemini CLI Orchestrator is a multi-step code analysis tool based on Google Gemini AI. It guides developers through a systematic analysis via a structured workflow rather than replacing human thinking. It offers four core functions: analysis planning, prompt optimization, iterative analysis, and result synthesis, and is suitable for complex scenarios such as security audits and performance optimization.
9.1K
2.5 points

MCP Code Indexer
The MCP Code Indexer is an intelligent code retrieval tool designed specifically for large AI language models. It improves the efficiency and accuracy of code processing through semantic understanding and vectorized indexing, supporting functions such as code analysis, quality assessment, and dependency management.
Python
8.9K
2.5 points

Compiler Explorer
The MCP service that connects LLM to Compiler Explorer, supporting code compilation, exploration of compiler functions, and optimization analysis
Python
8.4K
2.5 points
T
Token Optimizer MCP
Token Optimizer MCP is an intelligent token optimization MCP server that can reduce context window usage by 60-90% through intelligent caching, compression, and tool replacement. It supports AI tools such as Claude Code and Claude Desktop.
TypeScript
9.4K
2.5 points

Kotlin MCP Server
GitHub Actions CI/CD pipeline optimization project, including core tests, code quality checks, and MCP tool verification
Python
0
2.5 points

Swagger MCP Server
A Swagger/OpenAPI document parsing and code generation server based on the MCP protocol, supporting the generation of TypeScript types and API client code for multiple frameworks, with special optimization for handling large documents.
TypeScript
9.2K
2.5 points
J
Jij MCP Server
The Jij MCP server is a tool platform that provides support for mathematical optimization and quantum computing. It integrates the JijModeling modeling tool and the Qiskit quantum programming framework, offering functions such as code checking, model creation, and version migration guides.
Python
7.0K
2.5 points

Code Review
A code review server based on the MCP protocol, providing structured code analysis services using Repomix and LLMs technology
TypeScript
10.0K
2.5 points
R
React Native MCP
A professional development assistance tool for React Native that provides intelligent code analysis, expert-level automatic repair, security audit, and performance optimization, and supports production environment-level code repair and refactoring.
TypeScript
11.8K
2.5 points

Dive Deep MCP
A deep thinking and analysis server based on the Gemini API, providing multi - perspective problem analysis, integration of critical and creative thinking, code quality assessment, and optimization suggestions, supporting technical decision - making and solution design.
Python
9.5K
2 points

Researchtwin
ResearchTwin is an open - source federated platform that transforms researchers' papers, datasets, and code repositories into conversational digital twins. Based on a bimodal glial - neural optimization architecture, it supports collaboration between humans and AI agents to accelerate scientific discovery.
Python
7.6K
2 points

Mission Control MCP
Mission Control MCP is a task automation and verification system designed specifically for Claude Code, providing autonomous task execution, result verification, and iterative optimization functions. It supports multiple verification strategies, has no external dependencies, and focuses on privacy and security.
TypeScript
8.0K
2 points

Opensvm Zig MCP Server
An MCP server that provides Zig language tool support, including functions such as code optimization, compute unit estimation, code generation, and best practice recommendations
TypeScript
5.1K
2 points

Crazyrabbitltc MCP Code Review Server
A custom code review server based on the MCP protocol that uses Repomix and large language models for code analysis and provides structured review reports.
TypeScript
8.6K
2 points

Mahawi1992 MCP Documentation Server
An intelligent documentation server that provides AI-assisted code improvement and document management functions through integration with Claude Desktop, supports multiple development frameworks, and has learning capabilities.
TypeScript
6.5K
2 points
S
Shannon MCP
A collection of 46 professional AI sub - agents to expand the functionality of Claude Code, covering multiple fields such as development, architecture, language, infrastructure, quality and safety, data AI, etc., and achieving task optimization through specific model allocation.
Python
9.8K
2 points

MCP SERVER TOOL V2
An AI-driven code analysis and optimization tool integrated with MCP services, aiming to improve development efficiency and code quality, and providing functions such as security scanning, performance analysis, and automated testing.
TypeScript
9.5K
2 points

Cursor MCP Test
The Cursor IDE is a next-generation code editor designed specifically for AI-assisted development. It integrates the AI capabilities provided by the MCP server and implements AI model integration and development optimization through the Spring AI framework.
10.2K
2 points

Testrepo
This is a React project initialized with Create React App, providing script commands for development, testing, building, and deployment, supporting code splitting, performance optimization, and advanced configuration.
JavaScript
7.8K
2 points

MCP Server Sql Analyzer
An MCP server based on SQLGlot that provides functions such as SQL syntax analysis, format checking, and dialect conversion to help developers validate and convert SQL statements of different databases.
Python
9.7K
2 points

Cc Peng MCP
An MCP server for intelligently optimizing Claude code prompts, featuring automatic language task detection, interactive optimization, and no API dependency.
TypeScript
5.4K
2 points

Sketch MCP Server
A Sketch file processing server based on the MCP protocol, specifically designed to provide AI tools with the ability to intelligently analyze Sketch design files and generate code. It supports Token optimization and visual rendering.
TypeScript
0
2 points

HAN JIE
XenonRecomp is a tool that converts Xbox 360 executable files into C++ code, supports cross - platform recompilation, and currently only supports the x86 architecture. This project is inspired by N64 Recompiled and focuses on instruction conversion, memory handling, optimization, and patching mechanisms, but does not provide a runtime implementation.
cpp
15.3K
0 points