Runno is a collection of JavaScript toolkits for securely running code in multiple programming languages in environments such as browsers and Node.js. It achieves sandboxed execution through WebAssembly and WASI, supports languages such as Python, Ruby, JavaScript, SQLite, C/C++, and provides integration methods such as web components and MCP servers.

Serena is a powerful open - source coding agent toolkit that can transform LLMs into full - fledged agents that can work directly on codebases. It provides IDE - like semantic code retrieval and editing tools, supports multiple programming languages, and can be integrated with multiple LLMs via the MCP protocol or the Agno framework.

Uniprof is a tool that simplifies CPU performance analysis. It supports multiple programming languages and runtimes, does not require code modification or additional dependencies, and can perform one-click performance profiling and hotspot analysis through Docker containers or the host mode.

OpenZeppelin Contracts Wizard is an interactive smart contract building tool that allows users to generate contract code based on OpenZeppelin components by selecting contract types, parameters, and functions. It supports multiple programming languages and provides API and embedding functions.

The LongPort OpenAPI SDK provides programmatic trading and market quote interfaces, supports multiple programming languages, and helps developers build investment strategy analysis and trading tools.

PMAT is a zero-configuration AI code context generation tool that provides functions such as code quality analysis, technical debt grading, mutation testing, repository health scoring, and semantic search. It supports over 17 programming languages and can be integrated with AI assistants such as Claude Code through the MCP protocol.

An MCP server that provides an isolated Docker environment, supporting code execution, package installation, and environment configuration in multiple programming languages

An MCP server that reads, checks, and navigates codebase symbols by connecting to language servers, providing tools such as code outline, symbol inspection, search, and renaming, and supporting multiple programming languages.

An MCP server based on Rust that provides in-depth code intelligent analysis, supporting functions such as symbol extraction, semantic search, security analysis, and supply chain security for 16 programming languages, with an emphasis on privacy and performance.

A high - performance MCP server for semantic code search, written in Rust, supporting hybrid search (BM25 + vector embedding), AST intelligent chunking, and over 60 programming languages.

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.

The MCP service project provides transmission mechanism implementations for multiple protocols, including STDIO and SSE modes, and supports the rapid integration and deployment of multiple programming languages and services.

The AST MCP Server is a code analysis service based on Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG). It supports multiple programming languages, provides functions such as code structure parsing, semantic analysis, and complexity evaluation, and can be integrated with MCP clients such as Claude Desktop.

Provides coding specifications and best practices services for multiple programming languages

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.

This project provides templates for quickly building and deploying custom remote MCP servers, supports multiple programming languages, uses Azure Functions for cloud deployment, and includes security authentication and network isolation features.

SCAST is a programming tool that converts code into UML diagrams and flowcharts, supports multiple languages, and provides static analysis and visualization functions.

SCAST is a programming tool that converts code into UML diagrams and flowcharts, supports multiple languages, and helps understand code structure through static analysis and visualization.

Gossiphs is a zero-configuration, high-performance general code file relationship analysis tool that supports multiple programming languages. It is based on tree-sitter and git analysis, provides support for Python SDK and MCP protocol, and is convenient for integration with AI.

BoostSecurity MCP is a security tool for protecting the AI agent development workflow. It prevents supply chain attacks by verifying the security of third - party software packages and supports multiple programming languages and package ecosystems.

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.

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.

code-to-tree is an MCP server that can accurately convert source code in multiple programming languages into Abstract Syntax Trees (ASTs). It supports C, C++, Rust, Ruby, Go, Java, and Python languages, uses the tree-sitter parser, and provides a standalone executable file.

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.

PMD is an extensible multilingual static code analysis tool mainly used to detect common programming defects in languages such as Java and Apex. It supports 16 languages and more than 400 built - in rules and includes a duplicate code detection function.

Code Runner MCP Server is an MCP service that supports running code snippets in multiple programming languages. It can be installed and deployed via npm, Docker, or Smithery.

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.

The Metal MCP Server provides document search and code generation functions for the Metal framework, supporting natural language queries and code generation in multiple programming languages.

A multi-language code comment cleaning service based on the MCP protocol, supporting batch processing of files in multiple programming languages. Developed using TDD to ensure quality.

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 that provides best practices for AI agent access development, security guidelines, and coding standards. It supports multiple programming languages and frameworks, includes over 284 standards, and features a plug-in architecture and fast memory storage.

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.

Medical background developer learning multiple programming languages

A multi - language package documentation fetching MCP service that does not require an API key, supports documentation scraping and analysis for multiple programming languages from JavaScript to Swift, and provides structured data support for LLMs.

A Claude - based MCP server for generating personalized front - end programming challenges, supporting multiple languages and difficulty levels.

glyph is a code symbol extraction tool based on Tree-sitter. It extracts symbol outlines from the codebase through a declarative query language, provides structured context for LLM programming agents, supports multiple languages, and has configurable levels of detail.

This project is a GitHub repository for testing and exploring the implementation of the Model Context Protocol (MCP) server, containing sub - projects related to learning multiple programming languages, DevOps tools, game development, and AI.

Playwright is a cross-browser web testing and automation framework that supports Chromium, Firefox, and WebKit, providing headless execution, multi-browser compatibility testing, powerful assertions, and tool support, and is suitable for multiple programming languages.