Development Tools

A comprehensive MCP server providing 41 tools for A-Share market analysis, including historical K-lines, 6 categories of financial reports, macroeconomic data, and index constituents using the Baostock API.

An MCP server that provides paginated chat reading, message retrieval, and message sending capabilities for Telegram through Telethon integration.

A powerful macOS automation server that enables AI models to control applications and system features using AppleScript, JXA, and UI accessibility tools. It includes a library of over 200 pre-configured automation recipes for tasks like system settings, file management, and browser control.

The Intlayer MCP server facilitates i18n workflows in IDEs, providing tools for building, filling, pulling, and pushing dictionaries to streamline internationalization for web and mobile apps.

The Neon MCP Server enables natural language interaction with Neon Postgres databases, allowing users to manage projects, branches, and execute SQL queries or migrations via LLMs.

A Playwright-powered MCP server that executes local Google searches while bypassing anti-scraping mechanisms, providing AI assistants with real-time web search capabilities without API keys.

Wren Engine is a semantic layer for MCP clients that provides a standardized way for AI agents to understand and query complex enterprise data sources with business context.

An AI-driven test automation platform built on Django REST Framework that utilizes the Model Context Protocol (MCP) to automate high-quality test case generation and knowledge base management.

MCP for Security: A collection of Model Context Protocol servers for popular security tools like SQLMap, FFUF, NMAP, Masscan and more. Integrate security testing and penetration testing into AI workflows.

A PostgreSQL Model Context Protocol server that allows AI assistants to interact with databases using natural language, providing safe read-only access and automatic SQL generation.

This is a comprehensive 'Awesome' list repository cataloging over 7,200 MCP servers across diverse categories such as AI integration, databases, cloud platforms, and developer productivity.

MCP (Model Context Protocol) Server. Database integration with security and compliance. Supports: PostgreSQL, MySQL, ClickHouse, Snowflake, MSSQL, BigQuery, Oracle Database, SQLite, ElasticSearch and DuckDB.

MCPCAN is an open-source integration platform that provides centralized management, protocol conversion (SSE/STDIO/HTTP), and secure containerized deployment for MCP services using Kubernetes.

A DuckDB-powered MCP server that allows users to query Apple Health CSV exports using SQL or natural language to analyze metrics like heart rate, steps, and sleep.

A Model Context Protocol server that enables LLMs to programmatically interact with IDA Pro databases for automated reverse engineering and binary analysis.

Integration with iTerm2 terminal emulator for macOS, enabling LLMs to execute and monitor terminal commands.

Deploy code to Google Cloud Run

A specialized MCP server for Next.js development that provides runtime diagnostics, official documentation access, and automated migration tools for Next.js 16 and Cache Components.

An MCP server that integrates with the WeChat Reading (WeRead) platform to access personal bookshelves, search books, and retrieve notes, highlights, and top reviews for literature analysis.

A Ghidra extension that exposes reverse engineering capabilities via MCP, enabling AI agents to decompile code, rename variables, and analyze binaries interactively or headlessly.

A specialized MCP server that bridges developer AI agents with Sentry, providing optimized tools for error monitoring, issue tracking, and debugging workflows.

MCP (Model Context Protocol) Server. Enables real-time interaction with Unity Editor projects for tasks like automated level design, asset management, and debugging assistance through C# command execution and editor state retrieval.

The Web Agent Protocol (WAP) MCP server allows users to convert recorded browser interactions into reusable automation tools, enabling agents to replay complex web tasks via an MCP interface.

A sophisticated MCP server that bridges LLM-based coding agents with the Language Server Protocol (LSP), providing robust symbol navigation, refactoring, and diagnostics across multiple programming languages.

A YouTube MCP server that leverages yt-dlp to extract and analyze video subtitle data for content summarization and understanding.

A specialized MCP server for accessing Apple's Developer Documentation, featuring per-framework caching, fuzzy symbol search with wildcard support, and intelligent discovery tools for iOS and macOS development.

Marmot is an open-source data catalog and metadata discovery platform that provides powerful search and interactive lineage visualization for data assets like tables, topics, and APIs.

Enable any LLM (e.g. Claude) to interactively debug any language for you via MCP and a VS Code Extension

A document conversion server powered by Pandoc that enables seamless bidirectional transformation between numerous formats including PDF, DOCX, Markdown, and LaTeX. It supports advanced features like styling via reference documents and custom Pandoc filters.

A comprehensive MCP server for Ruby on Rails that provides tools for route inspection, database schema retrieval, model analysis via Prism, and sandboxed Ruby execution across multiple projects.