Discover Awesome MCP Servers

GeoAgent MCP Server

Exposes tools and resources for human-supervised geological modelling from borehole data, including validation, 3D implicit model construction with GemPy, and uncertainty analysis, with a deterministic audit trail.

HotelOracle

Hotel Intelligence MCP — 8 tools for hotel search, price comparison across booking sites, area guides via Google Hotels. Part of ToolOracle.

VaultAssist

Enables natural language control over Google Workspace (Gmail, Drive, Calendar, Sheets, Slides, Tasks) through secure OAuth 2.1 authentication, with vault-level security and multi-user isolation.

MCP VRBO

Enables searching and retrieving VRBO vacation rental listings using browser automation. Supports filtering by location, dates, guests, price range, and property features to find and compare vacation rentals.

ai-success-story

Enables AI agents to search and fetch first-person success stories from AI coding sessions, providing transferable patterns and lessons to improve performance on similar tasks.

jun-skills-hwpx-v2

Unified MCP server for converting Markdown to HWPX documents or generating new HWPX files from templates while preserving formatting.

afo-visual-browser-subagent-mcp

Cloudflare-native MCP server for visual evidence and browser investigation, providing deterministic screenshot capture, snapshot generation, and signed artifact retrieval with receipt logging.

react-render-profile-mcp

Enables AI agents to profile React applications, detect performance bottlenecks, and automatically apply fixes like memoization and code hoisting.

MCP Server Implementation

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hive-execute

MCP server for declarative intent execution. Agents submit intents — transfers, swaps, multi-hop routes — and the engine resolves and executes them atomically.

summon-mcp

Self-evolving knowledge graph for AI agents — persistent memory that gets smarter with every interaction.

Flappy Bird MCP App

Provides a fully playable Flappy Bird game that runs inline within AI chat clients. It enables users to launch the game, submit scores, and track session high scores using Model Context Protocol tools.

Uyuni MCP Server

Bridges LLMs with Uyuni infrastructure management, enabling natural language system administration such as inspecting systems, managing updates, and scheduling actions.

MCP数据库查询服务

一个基于Model Context Protocol的SQLite数据库查询服务，为AI应用提供标准化的数据库访问、安全的SQL查询执行以及表结构预览功能。

GitHub Code Search MCP Server

Enables searching GitHub code with filters and reading arbitrary file contents from any repository via MCP.

Adobe Journey Optimizer Content API MCP server

Enables interaction with Adobe Journey Optimizer content through the Content API, supporting sandbox configuration and secure credential management.

decide

Deterministic MCP notary suite for subscription policies: refund, cancellation, return, and trial terms. Stateless, read-only rules engine with auditable verdicts and hosted remote endpoints.

WAHA WhatsApp MCP Server

Enables Claude to interact with WhatsApp through a unified backend API, providing 20 tools for messaging, media, groups, contacts, and chat management.

MCP Server Trending

一站式热门榜单聚合MCP服务器，让AI助手能够实时查询GitHub、Hacker News、Product Hunt等27+平台的热门内容，专为独立开发者和技术创业者设计。

gmail-research-mcp

A read-only Gmail MCP server that searches email, fetches complete threads, and stores them as local Markdown and JSON for offline analysis by other agents.

codex-microsoft-todo-mcp

A local MCP server that lets Codex and other MCP clients manage Microsoft To Do tasks through Microsoft Graph, supporting listing, creating, updating, and completing tasks.

@aiwerk/mcp-server-ghl

Enables AI agents to interact with the GoHighLevel (GHL) CRM and marketing automation platform through 576 tools covering contacts, opportunities, conversations, calendars, invoices, payments, campaigns, and other business operations.

depot-mcp

Gives LLMs structured access to Warhammer 40,000 (10th edition) game data: faction lists, unit datasheets, stratagems, detachments and enhancements.

cypher-mcp

Monetized graph answers over Bitcoin Lightning. Sells priced answers from a graph via operator-authored, parameterized, named Cypher query templates.

feishu-doc-mcp

飞书云文档 MCP Server，为 Claude Code 提供飞书文档的创建、读取、编辑能力，支持 OAuth 认证和 token 自动刷新。

Gainium

Read and manage Gainium DCA/Combo/Grid bots, deals, balances, backtests, the crypto screener, and curated strategy presets via MCP.

qa-automation-mcp-plugin

Enterprise web automation testing MCP server that controls local Chrome via Playwright CDP, providing tools for page element analysis, interaction, dynamic layer exploration, VTable scene graph, test recording, and Shadcn-style Excel export.

MCP App Template

An AI-agent-first framework for building MCP servers that deliver interactive React widgets directly within AI chat interfaces like ChatGPT and Claude. It includes automated visual testing and a zero-config local development environment designed for autonomous agent workflows.

MCP Playwright Browser

Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.

google-scholar-mcp

Enables AI assistants to search and analyze Google Scholar publications, authors, citations, and download papers.