Discover Awesome MCP Servers

Zotero MCP Server

Enables semantic search and management of Zotero reference libraries using PostgreSQL with pg-vector and OpenAI/Ollama embeddings. Provides AI-powered search, full-text extraction, metadata access, annotations, notes, tags, and collections management.

Excel Online MCP Server by CData

Excel Online MCP Server by CData

Obsidian Nexus

Connects Claude Desktop to Obsidian vaults to enable reading, writing, searching, and intelligent organization of markdown notes. It features pre-configured structures for personal and family data management through natural conversation.

lazarus-mcp

Enables automatic diagnosis, safe repair, and evidence generation for broken Node and Python repositories, providing scan, autopsy, resurrect, and evidence-pack tools via MCP.

HT MCP Server

Enables AI assistants to programmatically control interactive terminal applications through HT sessions, supporting session management, key sending, snapshots, and command execution.

JoyCode MCP Server - FOP Workflow Assistant

Enables intelligent workflow automation for JD's FOP platform, supporting PRD analysis, code generation, and flowchart creation with smart retrieval optimization and standardized file naming rules.

bach-whatsapp_number_validators

An MCP server for the WhatsApp Number Validators API that enables users to verify WhatsApp registration and business account status for single or bulk phone numbers. It also provides phone number validation with suggested alternatives for invalid entries across different countries.

NetBox MCP Server

Enables read-only interaction with NetBox network documentation and infrastructure data through LLMs. Allows querying devices, sites, IP addresses, and viewing change history via natural language.

xmind-mcp

Enables AI assistants to read and write XMind mind map files, allowing generation, editing, and analysis of mind maps directly in XMind.

Ant Design Components MCP Server

将 Ant Design 组件文档暴露给大型语言模型，使 LLM 能够通过专门的工具来探索和理解 Ant Design 组件，这些工具包括：列出组件、查看文档、检查 props 以及浏览代码示例。

MCP for Vivado

An AI-centric MCP server that enables automated Xilinx Vivado workflows, including project management, synthesis, implementation, and timing analysis. It allows AI agents to drive hardware design processes while integrating directly with the official Vivado GUI for visual context.

mcp-grok-executor

An MCP server that turns Grok CLI into the execution agent for Claude Code, implementing an orchestrated execute-verify-autofix loop for autonomous development tasks.

questlog-mcp

An MCP server that wraps the Taskwarrior CLI to allow AI assistants to create, query, modify, and manage tasks directly from agentic coding tools.

mcp-curl-downloader

Enables AI assistants to download files from HTTP/HTTPS URLs to local directories or file paths with options like custom filename, headers, and overwrite control.

eufy-lock-codes

A local MCP server for managing Eufy smart-lock access codes across rental properties, with safety features like dry-run planning and explicit confirmation for write operations.

copal

Copal is a self-hosted memory layer for LLMs, providing a persistent knowledge hub via MCP. It allows AI assistants to store and retrieve memory across sessions.

agent-commerce-mcp-server

Enables AI agents to create, compare, and track purchases with structured buying workflows, offer comparison, and merchant verification.

Browser MCP

浏览器 MCP 是一个模型上下文提供器 (MCP) 服务器，它允许 AI 应用程序控制您的浏览器。

FilePulse-CLI

Intelligent file search engine with Frecency ranking, fuzzy matching, and Git awareness. Provides MCP server for AI agents to search files, content, and get file statistics via natural language.

rights-mcp

Enables AI agents to search, license, and pay for rights-clean music per use, returning a verifiable license certificate.

mcp-rp

Enables AI assistants to interact with ReportPortal, covering launches, test items, logs, dashboards, widgets, filters, projects, users, and integrations.

mcflux

Read-only MCP server for InfluxDB v1 that lets Claude query and explore time-series data using InfluxQL.

BMC Helix MCP Server

Enables SRE operations through BMC Helix ITSM REST APIs, including incident and change management, CMDB queries, and MTTD calculation.

auth-vault

MCP server for secure credential management, browser-based login automation, and TOTP/2FA auto-solving. Encrypts credentials with AES-256-GCM and automates login flows via Playwright.

Apple EventKit MCP Server

Provides Claude Desktop with access to Apple Calendar and Reminders on macOS for managing schedules and tasks through natural language. It supports comprehensive operations like creating, editing, and searching events and reminders, along with a custom hashtag-based tagging system.

Beijing Time MCP Server

Enables users to query and retrieve the current Beijing time in multiple formats including standard, ISO 8601, and Chinese formats. Provides timezone information and Unix timestamps for time-related operations.

rapid7-docs-mcp

A self-hostable MCP server that enables searching and reading Rapid7 documentation, blog posts, and resources through six tools, with optional authentication and Docker support.

Stelo Workaround MCP

Enables querying Dexcom Stelo glucose data by importing Clarity CSV exports into SQLite and providing MCP endpoints for glucose readings, statistics, and time-in-range analysis.

Generic MCP Server Template

一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建 MCP（最小可行产品）。 Alternatively, depending on the context, MCP could also stand for "Minimum Complete Product". In that case, the translation would be: 一个框架，可以与人工智能一起使用，轻松地为任何服务创建服务器。只需将 API 文档放入其中，然后要求创建最小完整产品。

Meme MCP Server

A Model Context Protocol server that enables AI models and tools to generate meme images from user prompts using the ImgFlip API.