Claude Context is an MCP plugin that provides in - depth context of the entire codebase for AI programming assistants through semantic code search. It supports multiple embedding models and vector databases to achieve efficient code retrieval.

Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.

Apple Doc MCP is a model context protocol server that provides direct access to Apple developer documentation. It is integrated into the AI programming assistant, supporting intelligent search, framework browsing, and detailed documentation retrieval.

DaVinci Resolve MCP Server is a Model Context Protocol server that connects AI programming assistants (such as Cursor, Claude Desktop) with DaVinci Resolve, supporting natural language queries and control of DaVinci Resolve.

o3 - search - mcp is an MCP server that supports using the OpenAI o3 model and its powerful web search function to help AI programming agents independently solve complex problems.

This project is a Model Context Protocol (MCP) adapter used to connect large language models (LLMs) with the Lisp development environment, supporting interaction through the lightweight Lisply protocol. The main functions include Lisp code evaluation, HTTP requests, and debugging support, suitable for scenarios such as AI-assisted symbolic programming and CAD design automation.

NetContextServer is a tool that enhances AI programming assistants' understanding of .NET codebases. It provides functions such as in-depth code analysis, semantic search, and test coverage analysis through the Model Context Protocol (MCP).

Ref MCP is a Model Context Protocol server that provides AI programming tools or agents with access to documentation for APIs, services, libraries, etc. It is a one-stop solution to keep agents updated on documentation in a fast and token-efficient manner.

USolver is a model context protocol server that provides tools for solving combinatorial optimization, convex optimization, integer programming, and nonlinear optimization problems, and supports multiple solvers such as highs, ortools, cvxpy, and z3.

Lucidity is a Model Context Protocol (MCP) server that aims to improve the quality of AI-generated code through intelligent prompt analysis. It provides structured guidance to help identify and resolve code quality issues, supports multiple programming languages, and can seamlessly integrate with AI assistants.

xcodeproj-mcp-server is a Swift-based tool for operating Xcode project files (.xcodeproj). It provides a programming interface through the Model Context Protocol (MCP), supporting functions such as creating/modifying Xcode projects, managing targets/files/build settings, etc.

A server based on the Model Context Protocol (MCP) that provides systematic thinking, mental models, and debugging methods to enhance problem-solving abilities, including a variety of thinking frameworks and programming paradigm tools.

MCP Flux Studio is a powerful model context protocol server that integrates Flux's advanced image generation capabilities into AI programming assistants and supports Cursor and Windsurf IDEs.

Code Index MCP is a code indexing and analysis server based on the Model Context Protocol (MCP), providing functions such as code search, file analysis, and intelligent filtering. It supports multiple programming languages and helps developers efficiently manage codebases.

Colab MCP is a model context protocol server that allows AI programming assistants such as Claude Code, Cursor, and Codex to share logs and session histories, solving the problem of losing context when switching between different AI tools.

An intelligent task management system based on the Model Context Protocol (MCP), providing an efficient programming workflow framework for AI agents, with functions such as task planning, decomposition, dependency management, verification, and memory.

A high-performance MCP server based on Rust that encapsulates the Factory.ai Droid CLI tool, providing AI-assisted programming capabilities for MCP clients such as Claude Code. It supports full Droid parameter mapping, session management, custom models, and fine-grained permission control.

The F2C MCP server is a model context protocol service that can convert Figma design data into HTML/CSS code and provide design context support for AI programming assistants.

The MobAI MCP server is a Model Context Protocol service for mobile device automation. It connects the MobAI desktop application through an HTTP API, enabling AI programming assistants to control Android and iOS devices and emulators, achieving UI automation, web operations, and batch script execution.

Azure MCP Hub is a platform that helps developers quickly build, run, or reuse Model Context Protocol (MCP) servers. It supports multiple programming languages and AI frameworks, enabling AI agents to call real APIs.

MCPControl is a Windows system control server that provides programming control for system operations such as mouse, keyboard, window management, and screen capture through the Model Context Protocol.

NeoCoder is an AI programming assistance system based on the Neo4j knowledge graph. It enables the interaction between AI assistants and the knowledge graph through an MCP server, providing standardized coding workflows, dynamic instruction manuals, and project memory functions. The system supports multiple operation modes (incarnations), including basic programming, scientific research, decision - making analysis, complex system modeling, knowledge graph management, and code analysis. It stores workflow templates and execution records in Neo4j to ensure the traceability and standardization of the coding process.

Forge MCP Server is a tool that automatically optimizes PyTorch models into high-performance CUDA/Triton kernels through 32 parallel AI agents, increasing inference speed by up to 14x and supporting multiple MCP-compatible AI programming assistants.

xcsift-mcp is a server based on the Model Context Protocol. It encapsulates the xcsift tool and can parse Xcode build outputs into a structured and token-efficient format for use by AI programming assistants.

40ants-lisp-dev-mcp is an MCP server that provides tools for large language models (LLMs) to interact with a running Lisp image. It supports running in stdio or HTTP stream modes, allowing LLMs to call Lisp functions, obtain documentation, evaluate code, etc., facilitating AI-assisted programming in the Lisp development environment.

The Sandbox Fusion MCP Server is an implementation that provides code interpreter functionality for large language models. It supports code execution in multiple programming languages and Jupyter notebook operations, and communicates with clients through stdio interaction.

The Re-Stack MCP Server is a model communication protocol server that connects Stack Overflow and LLMs, aiming to enhance the programming assistance capabilities of LLMs by accessing Stack Overflow content in real-time and repair the knowledge feedback loop.

The MCP DAP Server is a Debug Adapter Protocol (DAP) server based on the Model Context Protocol (MCP), providing AI assistants and other MCP clients with the ability to interact with debuggers for multiple programming languages, supporting debugging functions such as breakpoint setting, program control, and status check.

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.

A programming rule management server based on the Model Context Protocol (MCP) for unified management and provision of programming specification guides, supporting multiple storage methods and categorical organization.

The Model Context Protocol (MCP) server of the Bybit exchange supports interaction with the Bybit trading platform through AI programming tools (such as Claude Code and Cursor), providing market data query, account management, and trading functions.

Context7 MCP is a service that provides real - time code documentation for AI programming assistants. It directly obtains the latest library documentation and code examples through the Model Context Protocol, solving the problem of LLM using outdated information. It supports installation in multiple development environments and clients.

This project is an experimental Aider MCP server used to offload AI programming tasks to the Aider open - source assistant to improve development efficiency and flexibility. It supports multiple AI models, provides code modification and model list functions, and integrates with Claude Code through the MCP protocol.

Polydev is a multi - model AI programming assistant that simultaneously calls multiple cutting - edge AI models such as GPT - 5, Claude, Gemini, and Grok through a single MCP server, providing a comprehensive perspective for developers' programming agents. It supports one - click installation and can be integrated into mainstream IDEs such as Claude Code and Cursor, significantly improving the code problem resolution rate and reducing costs.

This is a Python - based custom MCP (Model Context Protocol) server demonstration project, aiming to show how to build a server that uses a custom protocol for communication. It is suitable for learning network programming and protocol design.

Agent Payment MCP is a one-click installer that adds over 55 advanced tools to AI programming assistants such as Claude Desktop and Cursor, including intelligent mathematical calculations, synthetic data generation, text processing, Python isolated operation, network tools, and encrypted storage, etc. It adopts a pay-per-use model.

RLM Tools is an MCP server tool that provides a persistent sandbox environment for AI programming agents, allowing code exploration and analysis on the server side and only returning the conclusions to the model, significantly reducing context window usage and costs.

Code Index MCP is a Model Context Protocol server that helps large language models index, search, and analyze code in project directories. It supports multiple programming languages and persistent storage.

LA FORGE MCP is a Model Context Protocol server that provides visual perception capabilities for AI programming assistants. Through pixel-level difference comparison, computed style extraction, and CSS rule chain analysis, it helps AI accurately detect CSS/HTML rendering issues, addressing the pain point that AI can only read code but cannot truly 'see' the rendering results.

An AI infrastructure-as-code platform based on Model Context Protocol (MCP), integrating Ollama for intelligent agent programming and server management.