Development Tools

This MCP server provides an interface to phpMyFAQ, a multilingual, database-driven FAQ system, enabling LLMs to interact with its FAQ records, categories, and media manager.

A suite of MCP servers to manage Google Cloud environments using natural language through the gcloud CLI, Cloud Storage, and Observability APIs. It allows for automated cloud operations, log analysis, and object management directly from AI assistants.

A CLI tool and MCP server that generates and merges production-ready Claude Code configurations, including specialized agents, commands, and hooks for modern web frameworks and tools.

A gateway MCP server that dynamically transforms any OpenAPI V3 specification into MCP tools, enabling AI agents to interact with RESTful APIs without custom adapter code.

The Vibe MCP server provides intelligent assistance for the monday.com design system, helping developers discover component APIs, usage examples, and design best practices.

🍯 Memory layer for on-device AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer.

An MCP server that enables AI agents to create and manipulate Excalidraw diagrams in real-time, featuring Mermaid diagram support and a live web-based canvas.

An MCP-compatible comprehensive security tool designed for cloud tenants to discover, test, and mitigate risks across multiple providers like Alibaba Cloud, Tencent Cloud, and Huawei Cloud.

A comprehensive MCP server providing access to Turkish legal databases including Supreme Courts, Constitutional Court, and various regulatory authorities with optimized Markdown retrieval.

A robust MCP server for secure local file management, enabling AI models to read, write, search, and manipulate files and directories through a controlled API.

Blueprint is an MCP server that generates technical diagrams from text descriptions or code analysis using Nano Banana Pro, featuring asynchronous job management for high-quality architectural visualization.

A comprehensive SDK for building AI-native applications on Baidu Cloud's Qianfan AppBuilder, offering tools for RAG, workflow orchestration, and high-performance AI components like OCR and document parsing.

The Draw.io MCP server enables AI agents to create, modify, and analyze diagrams programmatically within Draw.io through a browser extension integration. It facilitates the automated generation of architectural diagrams, flowcharts, and visual models via standardized MCP tool calls.

A multi-engine web search MCP server that provides structured search results and article extraction from platforms like GitHub, CSDN, and Juejin without requiring API keys.

Flow-Like is a visual, type-safe workflow automation engine built in Rust that enables users to create complex, observable data pipelines and AI-powered automations with detailed audit trails.

A bridging tool that allows AI coding agents to 'see' specific DOM elements selected by the user in a browser via an Option+Click shortcut. It converts visual selections into rich textual context including CSS, React components, and HTML attributes.

🧠 An adaptation of the MCP Sequential Thinking Server to guide tool usage. This server provides recommendations for which MCP tools would be most effective at each stage.

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.

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.

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