Discover Awesome MCP Servers

Agentic-Investor

Provides comprehensive financial analysis and real-time market data including stock information, options chains, technical indicators, financial statements, earnings calendars, and market sentiment indicators through integration with yfinance and other financial APIs.

Rundeck MCP Server

Enables interaction with Rundeck instances to list jobs, execute jobs with options, and retrieve execution status and logs through natural language commands.

Wikipedia Agent MCP Server

A conversational AI server that enables users to search Wikipedia and retrieve information through natural language interactions using LangGraph and Model Context Protocol (MCP).

Fake Store API MCP Server

Provides seamless access to the Fake Store API for AI assistants with 18 CRUD tools for managing e-commerce data including products, carts, and users. Perfect for e-commerce demos, testing, and learning MCP development with zero configuration required.

molt-mcp

Provides LLMs with access to molt-md, an encrypted markdown document hosting service, for managing and reading secure knowledge bases. It enables users to create, update, and organize encrypted documents into workspaces with full version control and end-to-end encryption.

MCP WeChat ADB Server

Enables AI assistants to send WeChat messages and take screenshots through ADB automation with LDPlayer emulator. Supports automated WeChat replies to multiple contacts with personalized messages for business and personal use.

s2-streamstore

Official MCP server for the s2.dev serverless stream platform

Edge TTS MCP

Enables AI assistants to convert text to speech using Microsoft Edge's Text-to-Speech service with customizable voice options, speech rate, volume, and pitch parameters.

Remote MCP Server

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication, enabling AI models to access custom tools through a standardized interface.

Cloud Tool Results API MCP Server

An MCP Server that provides access to Google's Cloud Tool Results API, enabling applications to programmatically interact with test results from Firebase Test Lab and mobile app testing through natural language.

MCP Rosreestr

Enables retrieval of Russian real estate cadastral data including coordinates, property information, area, cadastral value, and GeoJSON geometry by cadastral number using Rosreestr API.

Activepieces MCP Server

An open source automation platform that converts over 280+ integrations into MCP servers, enabling LLMs to interact with various services through Claude Desktop, Cursor, or Windsurf.

ML Research MCP

Provides machine learning researchers with tools for creating publication-quality scientific visualizations, statistical plots, and 2D data representations. It streamlines the research workflow by enabling AI assistants to generate complex figures from CSV, JSON, or direct data inputs.

DF-MCP

DreamFactory MCP 服务器使像 Claude 这样的人工智能助手能够通过 DreamFactory 自动生成的 REST API 直接查询您的数据库。这个 Node.js 服务器实现了模型上下文协议 (MCP)，允许自然语言数据库交互，同时保持企业级的安全性。

DOCX MCP Server

Enables creation, editing, and management of Word documents through JSON schema with support for rich content including text formatting, tables, images, code blocks, and lists. Provides comprehensive DOCX operations including opening existing documents, modifying content, and saving files to disk.

Building AI-Powered Applications with Spring AI and Model Context Protocol

Spring ai and Reactjs Based Proof of Concept of a Server Hosted MCP Client + MCP Server solution available for natural language interaction

Homelab MCP Server

Enables AI assistants to manage homelab infrastructure through automated service installation (Jellyfin, Pi-hole, Ollama, Home Assistant, Frigate NVR), VM operations, AI accelerator support (MemryX, Coral TPU, Hailo-8), and Terraform state management with SSH-based discovery and deployment.

Zephyr Scale MCP Server

Enables comprehensive test management through SmartBear Zephyr Scale's REST API, supporting automated workflows for test cases, cycles, executions, folders, and linking tests to Jira issues through natural language.

Sectional MCP Panel

A management service that orchestrates multiple server processes organized into logical sections, providing centralized control for starting, stopping, and monitoring servers with support for containerization.

Literature Review Assistant

Search and retrieve academic papers from arXiv and DBLP databases, with AI-powered prompts to generate comprehensive research summaries, discover related topics, and identify leading authors in any field.

GitHub Search MCP Server

Enables searching and exploring GitHub repositories with tools for cloning repos, searching code with regex, browsing directory structures, reading files, and extracting code outlines.

Google Trends MCP Server

Enables retrieval and analysis of Google Trends data for any search term over the last 12 months. Provides structured timeline data with relative interest scores that can be filtered by geography and category.

LandingAI ADE MCP Server

Enables extraction of text, tables, and structured data from PDFs, images, and office documents using LandingAI's Agentic Document Extraction API. Supports both direct parsing and background job processing for large files with privacy-focused processing.

GRID.gg Esports MCP Server

Enables AI agents to access and analyze professional esports data for League of Legends and Valorant via the GRID.gg API. It provides tools for team lookups, executing GraphQL queries, and retrieving detailed match replay files and event definitions.

PAN-OS MCP Server

PAN-OS MCP 服务器 (XML API)

vibase

Easily query and mutate Postgres data using MCP. This is an open source project.