Discover Awesome MCP Servers

Qase MCP Server

Official MCP server for Qase Test Management Platform. Enables AI assistants to manage test cases, test runs, defects, and other Qase entities through natural language.

Renewable Grid Intelligence Atlas MCP

Enables AI agents to search and retrieve cited evidence packs for renewable energy assets, analyze locations, and access regional energy context, all from a local DuckDB snapshot of Aragon renewable infrastructure data.

Uncover MCP

发现 MCP 服务器 (Fāxiàn MCP fúwùqì)

Copilot Studio Agent Direct Line MCP Server

Enables interaction with Microsoft Copilot Studio Agents directly from VS Code through the Direct Line 3.0 API. Supports starting conversations, sending messages, retrieving history, and managing conversation lifecycle with your custom agents.

WebdriverIO MCP Server

A Model Context Protocol server that acts as a bridge, allowing LLMs and AI agents to control a web browser using WebdriverIO.

fixgraph

Search and contribute to FixGraph — 25,000+ community-verified engineering fixes. Tools: fixgraph_search, fixgraph_get_fixes, fixgraph_submit_fix.

OpenWeatherMap MCP Server

Provides access to real-time weather data, 5-day forecasts, and air quality information for any city using the OpenWeatherMap API.

GIM-MCP

An educational interaction management system that uses MCP and Ollama to create and manage flashcards and other learning content. It enables dynamic content generation and transformation through natural language processing using local AI models.

Web Search Tool

Provides a Google search tool via the Serper API, returning structured results and a summary answer for LLMs like Claude.

cod-api MCP Server

Exposes REST API endpoints defined in an OpenAPI Specification as MCP tools, allowing AI models to call them via the ModelContext Protocol.

Spotify MCP Server

用于控制 Spotify 播放的媒体控制协议服务器

AgentData MCP Server

Provides 16 crypto market data tools for MCP-compatible AI clients with x402/USDC micropayments on Base Mainnet.

qBittorrent MCP

A service that provides programmatic access to qBittorrent's WebUI API, enabling management of torrents, trackers, tags, speed controls, and system information through natural language.

fireMCP (Braze Write Server)

A write-enabled extension for the official Braze MCP server that allows users to manage profiles, trigger campaigns, and handle catalogs. It includes safety features such as dry run mode and workspace validation to ensure secure operations in test environments.

Superprecio MCP Server

Enables AI assistants to search products, compare prices, and find the best deals across multiple supermarkets in Argentina through Superprecio's price comparison API. Transforms Claude into an expert shopping assistant for Latin American grocery shopping.

MCP Spring DB Tools

Enables database schema querying and execution plan analysis for Spring Boot projects. Supports multiple databases including MySQL, PostgreSQL, MSSQL, and SQLite.

raindrop-mcp

Raindrop.io (书签服务) 的 MCP 服务器

memory-engine-mcp

An MCP server that provides persistent memory for AI agents by storing session snapshots, factual memories, and conversation summaries. It enables seamless continuity between interactions by allowing agents to restore previous emotional states and recall relevant past experiences.

Get Notes MCP Server

Integrates with Get Notes API to search and retrieve knowledge from configured knowledge bases with AI-powered synthesis and raw recall capabilities.

xls-mcp-servers

MCP server for reading and writing .xls (Excel 97-2003) files, enabling data manipulation, sheet listing, and metadata retrieval.

MCP-REPL

A secure JavaScript REPL server that enables executing code snippets in a sandboxed environment with memory protection, timeout handling, and comprehensive error reporting.

魂斗罗 MCP Demo

Enables creating a Contra-style game session that can be played inline in MCP-compatible clients or via a browser fallback URL.

gemini-sidekick

A remote MCP connector deployed as a Cloudflare Worker that gives Claude access to Google Gemini models, enabling image generation/editing, model auditing, and large context digesting.

MailboxValidator Email Validation MCP Server

Email validation MCP server using MailboxValidator API to determine validity of an email address.

LiteAPI MCP Server

Enables interaction with LiteAPI's hotel booking and travel services through MCP tools, supporting search, booking, vouchers, analytics, and more.

mcp-0ne

A standalone MCP gateway that multiplexes multiple backend MCP servers behind a single endpoint, supporting both HTTP and stdio transports. It allows users to dynamically manage backends at runtime and organizes tools using a configurable namespace prefix.

lilo-vacation-rentals

The only MCP server with AI guest risk scoring and extortion detection. Search properties, book instantly, protect hosts. 41 tools across 5 layers. Instant API key, 10 free credits.

MySQL MCP Server

Enables direct interaction with MySQL databases through SQL queries, table exploration, and schema inspection with support for prepared statements and connection pooling.

veyra-forms

Form builder and response collector for AI agents. Reads are free, writes require Veyra commit mode.