Discover Awesome MCP Servers

Gemini Image Generator MCP

Enables Claude Desktop users to generate and edit high-quality images using Google's Gemini AI. Supports text-to-image generation, image transformations with text prompts, and automatic local saving with multilingual support.

MCP-MinerU

Enables document and image parsing to extract text, tables, and formulas from PDFs, screenshots, and scanned documents. Features OCR capabilities, table recognition, LaTeX formula conversion, and MLX acceleration optimized for Apple Silicon.

YA_MCPServer Template

A boilerplate template for developing Model Context Protocol (MCP) servers, providing a structured framework for defining tools, resources, and prompts.

Postman MCP Generator

A server that implements the Model Context Protocol (MCP) standard, enabling LLMs like Claude to interact with selected Postman API requests through generated JavaScript tools.

MCP Mobile Server

Transforms AI assistants into mobile development powerhouses with 36 tools for Flutter, Android, and iOS development, including intelligent device management, automated builds, testing, and deployment workflows.

ADK MCP Agent

A streaming chat agent that integrates Google ADK with Model Context Protocol and Google Maps tools, enabling users to interact with location-based services through a conversational interface.

Mnemo

Provides AI assistants with extended memory by loading large codebases, documentation sites, PDFs, and GitHub repos into Gemini's context cache for perfect recall querying without complex RAG pipelines.

Microsoft SQL Server MCP Server

Enables AI assistants to connect and query Microsoft SQL Server databases using natural language, executing read-only SQL queries for safe data inspection and analysis.

Lutris MCP Server

Enables AI assistants to browse, search, and manage a Lutris Linux gaming library. It provides tools for modifying game details, organizing categories, and accessing collection statistics directly from the Lutris SQLite database.

usecortex-mcp

Persistent memory for AI coding agents. Store coding standards, architecture decisions, and project context across sessions with AES-256 encryption.

Memos MCP Server

Enables AI assistants to interact with Memos instances for knowledge management. Supports searching, creating, updating, and retrieving memos with markdown content, tags, and visibility controls.

AI Autonomous Data Manager MCP

Máy chủ MCP cung cấp quyền truy cập CRUD được kiểm soát vào cơ sở dữ liệu.

mediawiki-mcp-server

MCP server for MediaWiki wikis. Search, read, edit, and manage wiki content from AI assistants. Includes formatting, link checking, revision history, and markdown conversion.

Git MCP Assistant Tool

Enables AI models to perform comprehensive Git repository management including cloning, file operations, branching, committing, and pushing changes via a secure FastMCP interface. It features built-in workspace isolation and rigorous input validation to ensure production-ready repository control.

Binalyze AIR MCP Server

Một máy chủ Node.js triển khai Giao thức Ngữ cảnh Mô hình (Model Context Protocol - MCP) cho phép tương tác bằng ngôn ngữ tự nhiên với các khả năng điều tra pháp y kỹ thuật số và ứng phó sự cố của Binalyze AIR.

Agent Board

A task orchestration system for AI agent teams that provides a Kanban dashboard and 12 MCP tools to manage multi-step workflows with DAG dependencies. It enables agents to coordinate through task threads, automated retries, and real-time webhook notifications.

Scratchpad MCP

Enables shared scratchpad functionality for Claude Code sub-agents with full-text search, workflow organization, and intelligent Chinese text tokenization. Supports seamless context sharing and collaboration across workflows with project scope isolation.

Supabase MCP Server

Triển khai Giao thức Ngữ cảnh Mô hình (Model Context Protocol) để cung cấp cho các LLM các công cụ tương tác với cơ sở dữ liệu Supabase, hỗ trợ các thao tác như đọc, tạo, cập nhật và xóa bản ghi với khả năng lọc và phân trang.

MCP Standards

A self-learning AI standards system that automatically detects patterns from user corrections and updates AI configuration files. Learns from repeated corrections (like 'use uv not pip') and automatically generates CLAUDE.md and other AI assistant configuration files.

Celebrity By Api Ninjas

Enables users to search for and retrieve detailed information about celebrities from the API Ninjas database. Supports filtering results by name, nationality, net worth range, and height.

DevGear MCP Server

Provides development tools integration for GitHub, Docker, and Vercel operations through MCP. Enables users to manage repositories, containers, and deployments using natural language commands.

PeerGlass

Provides global internet resource intelligence by querying RIRs for IP and ASN data, routing visibility, and network health. It enables users to perform RPKI validation, BGP inspection, and historical allocation analysis through natural language or a REST API.

PapersFlow

Turn any AI agent into an academic researcher that can search, read, cite, and write full literature reviews autonomously.

BrowserCat MCP Server

Enables LLMs to automate web browsing through BrowserCat's cloud browser service, including navigation, screenshots, JavaScript execution, and form interactions without requiring local browser installation.

FreeCAD MCP Server

Bridges Claude with a live FreeCAD instance to provide deep access to runtime state, document structure, and shape topology. It enables AI-assisted CAD work, sketch diagnostics, and development debugging through direct interaction with FreeCAD's internal data and viewport.

WebforAI Text Extractor

An MCP server that extracts clean, structured Markdown content from web page URLs using the WebforAI library. It simplifies feeding web content into AI models by removing HTML noise and intelligently processing tables and links.

Feishu MCP Server

Enables interaction with Feishu (Lark) multidimensional tables (Bitable) through MCP tools, supporting operations like creating/updating/querying records, batch operations, and application management with automatic token refresh.

n8n-MCP

Provides AI assistants with comprehensive access to n8n workflow automation platform, including 543 node documentation, 2,709 workflow templates, validation tools, and optional workflow management capabilities for creating and deploying automation workflows.