Discover Awesome MCP Servers

Volkern MCP Server

Integrates Volkern CRM with AI agents to manage leads, schedule appointments, and handle tasks through natural language. It enables users to interact with CRM data, send WhatsApp messages, and track interactions directly within MCP-compatible clients.

RV MCP Server

Bridges AI assistants to Autodesk RV for managing media review sessions through natural language commands. Users can control playback, compare shots, and adjust color grading without needing any external plugins.

Kotlin MCP Server

Kotlin MCP Server for Android app development using OpenAI, Gemini, or OpenRouter. Enables AI-assisted coding via Aider, Gradle build/test integration, Kotlin LSP, and Docker-based portability.

test-mcp-server

Repository for test MCP server

Desktop Image Manager MCP Server

一个模型上下文协议服务器，用于管理桌面图像，提供统计、列出和压缩存储在桌面上的图像文件的功能。

Seoul Public Data MCP Server

通过模型上下文协议服务器提供对首尔公共数据的访问，包括地铁乘客统计数据和文化活动信息。

Jokes MCP Server

Enables users to fetch jokes from various categories including Chuck Norris and dad jokes through a standardized MCP interface. Demonstrates integration between Microsoft Copilot Studio and MCP servers for humor-based interactions.

Gemini Watermark Remover

Enables the removal of Gemini AI watermarks from generated images in PNG, JPG, and WEBP formats. The server provides tools to process local files with configurable output quality and compression settings.

Ollama MCP Database Assistant

一个交互式聊天界面，它结合了 Ollama 的 LLM 功能，并通过模型上下文协议 (MCP) 访问 PostgreSQL 数据库。您可以用自然语言提问关于您数据的问题，并获得由真实 SQL 查询支持的 AI 驱动的回复。

WebforAI Text Extractor

Extracts clean, structured Markdown text from web pages using WebforAI, making web content easily accessible for AI model consumption through the Model Context Protocol.

Enhanced MCP Server

A comprehensive MCP server with dual interfaces (stdio and web dashboard) that provides developer tools for Git operations and code search, system operations for command execution and monitoring, and data processing capabilities.

Memory Server

提供知识图谱功能，用于在内存中管理实体、关系和观察，并具有严格的验证规则以保持数据一致性。

MCP Prometheus

An MCP server for Prometheus-based monitoring that enables users to query system metrics, resource usage, and PostgreSQL health across multiple environments. It supports both predefined diagnostic checks and custom PromQL execution for comprehensive server monitoring and troubleshooting.

Customized MCP Server

一个集成了 MCP 库和 OpenAI API 的服务器，允许用户通过自然语言查询与各种工具（例如天气工具）进行交互。

GitHub Stars MCP Server

一个由 Cloudflare 驱动的 MCP (模型上下文协议) 服务器，它允许你使用自然语言搜索和查询你在 GitHub 上标星的仓库。

Documentation Fetcher & RAG Search

Enables AI assistants to fetch, index, and perform semantic RAG-based searches on API documentation from various sources. It provides tools for hybrid search and collection management, allowing users to access up-to-date documentation from projects like Gemini and FastMCP.

CMP MCP Server

Enables integration with CMP (Connectivity Management Platform) API to query and manage SIM card information, including filtering SIM lists and retrieving detailed SIM card usage statistics.

hypabase

A Python library for storing and querying n-ary relationships with provenance tracking. SQLite-backed, zero configuration.

ILP Drone Delivery MCP Server

Enables Large Language Models to interact with the ILP Drone Delivery System to plan deliveries, check drone availability, and generate route visualizations. It allows users to manage logistics tasks like capacity planning and temperature requirement matching through natural language.

mcp-server-moltmark

Manages agent certification by tracking trust scores, capabilities, and test results via a PostgreSQL database. It allows users to verify agent skills, report test outcomes, and automatically certify agents based on performance thresholds.

MCP Document Converter

Converts DOCX files to Markdown with formatting preservation and image extraction, and provides image analysis tools for document processing workflows.

ComfyUI MCP Server

Dynamically loads ComfyUI workflows as MCP tools, enabling AI assistants to generate images, videos, and audio by executing workflows across categories like text-to-image, image-to-video, and text-to-audio with automatic parameter mapping and progress monitoring.

mem0 Memory System

一个灵活的AI应用记忆系统，支持多个LLM供应商，既可以作为MCP服务器使用，也可以直接集成为库，从而实现无需显式命令的自主记忆管理。

Professional Python MCP Server

A comprehensive MCP implementation designed for fullstack development that enables code manipulation, terminal command execution, and system notifications. It provides an intelligent agent interface powered by Gemini to automate Python and Next.js development workflows.

MCP Invoice

一个用于发票和收据处理的 Python MCP 服务器，它使用 OCR 技术从 PDF 和图像中提取数据，并为 AI 助手提供处理、从发票文档中提取文本以及合并发票文档的能力。 (Alternatively, a slightly more formal translation:) 一个基于 Python 的 MCP 服务器，用于发票和收据处理。该服务器利用 OCR 技术从 PDF 和图像中提取数据，并为 AI 助手提供处理发票文档、提取文本以及合并文档的功能。

CloakLLM MCP Server

Wraps CloakLLM's Python SDK to provide tools for PII detection, cloaking, and restoration within MCP-compatible clients. It enables users to sanitize sensitive data before sending it to an LLM and restore original values using unique token map IDs.

Fast Mermaid Validator MCP

Validates Mermaid diagrams with comprehensive grammar parsing supporting 28+ diagram types. Processes markdown files, ZIP archives, and direct input with detailed error reporting and enterprise-grade performance capabilities.

MCP Enterprise Demo - Gestion Commerciale

Enables AI assistants to interact with a commercial management system through controlled capabilities for querying orders, analyzing invoices, summarizing customer activity, and creating orders, with role-based access control and audit trails.