Discover Awesome MCP Servers

Percepta MCP Server

Provides browser automation, AI-powered analysis, visual processing, web scraping, automated test generation, and DevTools analysis capabilities. Supports multiple AI providers (OpenAI, Anthropic, Google, Ollama) for intelligent web interaction and data extraction.

KiCad MCP Server

Enables analysis of KiCad electronic schematics through natural language queries to search components, trace signal paths, explore connections, and analyze multi-board systems.

Quip MCP Server

一个模型上下文协议服务器，它使像 Claude 这样的人工智能助手能够通过一套专门的工具直接读取和编辑 Quip 文档。

ESA MCP Server

An implementation of the Model Context Protocol server that enables AI models to communicate with Edge Security Acceleration (ESA) services, allowing models to manage routines, deployments, routes, records, and sites through standardized protocols.

Layer.ai MCP Server

Enables users to generate and manage 2D game assets like sprites, characters, and backgrounds directly from their development environment using the Layer.ai platform. It supports asset creation with transparency, prompt optimization, and automatic saving of generated files to local project directories.

FLUX Restaurants MCP Server

An AI-native restaurant discovery service that enables searching and receiving natural language recommendations for over 2,200 restaurants across 15+ US cities. It provides tools for accessing detailed restaurant info, curated lists, and cuisine-specific searches through the Model Context Protocol.

IMAP MCP Server

MCP 服务器提供基本的 IMAP 工具

Open Brush MCP Server

Enables control of Open Brush 3D painting software through natural language commands, allowing LLMs to create drawings, manipulate brushes, import 3D models, manage colors, layers, and camera settings via the Open Brush HTTP API.

Smart-Thinking

一个精密的 MCP 服务器，为 AI 助手提供一个多维度、自适应的推理框架，用基于图的架构取代线性推理，以实现更细致的认知过程。

Auralis Commander

A lightweight Windows-native MCP server providing a consolidated suite of 14 tools for shell execution, file operations, and interactive process management. It optimizes efficiency through batch file operations and smart process handling to minimize context window overhead.

Proxmox SSH MCP Server

Enables AI assistants to execute commands on a Proxmox host via SSH with built-in security blocks for destructive operations. It supports key-based authentication and provides a dedicated tool for remote server management tasks like listing virtual machines and containers.

Playwright MCP Server

Playwright MCP 服务器项目 (Playwright MCP fúwùqì xiàngmù)

NeoCoder Neo4j AI Workflow

Enables AI assistants to use Neo4j knowledge graphs and Qdrant vector databases for hybrid reasoning, combining structured facts with semantic search for advanced knowledge management, research analysis, and standardized coding workflows.

Pinecone MCP Server

Enables interaction with Pinecone vector databases for storing and searching embeddings. Supports similarity search, metadata filtering, and vector operations for semantic search and RAG applications.

Nautobot MCP Server

一个集成方案，它使人工智能助手能够通过标准化的协议与网络数据进行交互，从而为网络自动化和管理提供人工智能就绪的工具和界面。

mcp_sdk_petstore_api_4

An MCP server generated from an OpenAPI specification that exposes Petstore API endpoints as tools for AI assistants. It enables interaction with pet store management functionalities using the Model Context Protocol over SSE transport.

Grafana-Loki MCP Server

Enables querying and formatting Loki logs from Grafana via the Model Context Protocol. It supports LogQL queries, label retrieval, and provides results in text, JSON, or markdown formats.

JIRA MCP Tools

一个模型上下文协议 (MCP) 服务器，它通过 Claude Desktop 实现与 JIRA API 的交互，允许用户使用自然语言命令来搜索、创建、更新和管理 JIRA 问题。 Alternatively, a slightly more concise and natural translation: 一个模型上下文协议 (MCP) 服务器，通过 Claude Desktop 集成 JIRA API，使用户能够通过自然语言命令搜索、创建、更新和管理 JIRA 问题。

mcp-docmost

An MCP server for the Docmost documentation platform that enables managing pages, spaces, and comments through natural language. It supports content search, page exports, and revision history tracking within the Docmost workspace.

Obsidian Memory MCP

Stores AI memories as Markdown files for visualization in Obsidian's graph view, allowing users to create knowledge graphs with entities, relations, and observations.

Sequential Thinking Multi-Agent System

一个先进的 MCP 服务器，它使用一个由专业 AI 代理（规划者、研究员、分析师、评论员、合成者）组成的协调团队，来实现复杂的顺序思维，以深入分析问题并提供高质量、结构化的推理。

MySQL MCP Server

A Model Context Protocol server that connects to MySQL databases, allowing execution of SQL queries, table listing, and schema inspection through Claude Desktop.

MTS MCP Server

一套全面的模型上下文协议服务器，旨在通过集成知识管理、推理、高级搜索、新闻访问和工作区工具来扩展 AI 代理 Claude 的功能。

Log Analyzer MCP

A Python-based MCP server that enables AI-assisted log file analysis with features for filtering, parsing, and interpreting log outputs, plus executing and analyzing test runs with varying verbosity levels.

AI HR Leave Management MCP Server

Provides tools for managing human resources tasks such as applying for leave, checking leave balances, and viewing holiday schedules. It enables natural language interaction for employee information and leave history tracking via the Model Context Protocol.

Windows MCP Server

Exposes Windows system information and control tools including hardware stats, network details, and process monitoring. It enables AI applications to retrieve real-time data about CPU, memory, drives, and active system processes.

Slack MCP Server

Enables AI assistants to interact with Slack workspaces through the Model Context Protocol, providing tools for reading/sending messages, managing channels, and accessing Slack API functionality.