SSH-Hub is an MCP server that provides AI programming agents with full capabilities to access remote machines via SSH, supporting simultaneous connections to multiple servers, remote file operations, Shell command execution, and directory synchronization functions.

The OpenFeature MCP Server is a local tool that connects AI programming assistants to OpenFeature capabilities through a standardized protocol, providing SDK installation guidance and feature flag evaluation capabilities, and supporting multiple AI development environments.

A memory system that enhances AI programming capabilities through multi-type database integration, including vector databases, SQLite, and knowledge graphs, for storing and retrieving code patterns, algorithms, and relationships between programming concepts.

MCP-KG-Memory is an MCP server with a long-term memory layer based on a knowledge graph, aiming to solve the context forgetting problem of AI programming assistants. It persistently stores project goals, constraints, strategies, and user preferences through Neo4j, enabling semantic retrieval and active learning, and endowing the AI assistant with continuous memory and context awareness capabilities.

Cursor MCP is a tool that enables seamless integration of Claude AI with desktop applications. It bridges AI capabilities with development workflows through the Cursor IDE, providing real-time programming assistance and context-aware code suggestions.

Instagit is an MCP server that enables AI programming assistants to instantly analyze and understand the source code of any GitHub repository, providing accurate integration, debugging, and code analysis capabilities based on real code rather than guesswork or outdated documentation.

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.

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.

Bifrost is a VSCode extension that provides an MCP server, exposing VSCode's development tools and language features to AI tools to enhance the capabilities of AI programming assistants.

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.

Awesome MCP Servers is a community - maintained curated collection of MCP servers that supports multiple programming languages and service types, aiming to expand AI capabilities.

Calva MCP Server is a VS Code extension that provides AI programming assistance and REPL interaction capabilities for Clojure/ClojureScript developers, enabling AI to execute and test code in real - time and improving programming efficiency.

Nabu and Nisaba are research prototype toolkits used to enhance the code understanding and development efficiency of LLM agents. Nabu, as an MCP server, provides code semantic search and structure analysis functions, supporting multiple programming languages; Nisaba provides workspace management capabilities for Claude Code through proxy injection and a TUI interface, helping agents manage context usage autonomously.

An MCP server based on Aider, providing AI programming capabilities and supporting multiple models and transport protocols.

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.

This project provides a series of Model Context Protocol (MCP) servers for integration with the Cursor IDE, extending the capabilities of the AI programming assistant, including file system access, memory storage, web search, etc.

Linggen is a locally-first RAG and MCP memory layer that provides cross-project shared memory, code repository navigation, and multi-tool connection capabilities for AI programming assistants. All data is processed locally by default.