Discover Awesome MCP Servers

agent-qa

Self improving QA agent for software teams

AWS MCP Server

Enables AI assistants to execute AWS CLI commands and access AWS documentation, resources, and prompt templates through the Model Context Protocol with support for Unix pipes and secure Docker-based deployment.

Website Autonomous MCP

A production-minded MCP server that enables autonomous website design and management, with resources, safe Git operations, validation, Playwright inspection, Vercel previews, and JSONL audit logging. It also provides specialized audit agents for design, SEO, performance, accessibility, conversion, diagnostics, and landing pages.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, view code reviews and discussions, check pipeline test results and logs, and respond to comments through natural language commands.

karellen-rr-mcp

Enables LLM-powered debugging with rr reverse execution, allowing record and replay of program execution via GDB/MI for forward and reverse state inspection.

SEFAZ ES: Certidão Negativa de Débitos

Consulta certidões negativas de débitos da SEFAZ ES em fonte oficial, com uma ferramenta de leitura, paga por uso e hospedada na plataforma.

MCP X++ Server

An MCP server for Microsoft Dynamics 365 Finance & Operations that enables the creation, modification, and analysis of D365 objects like classes, tables, and forms. It integrates with Visual Studio 2022 to provide tools for X++ code extraction, codebase search, and safe object deletion with dependency validation.

Economía Venezuela MCP

Provides real-time Venezuelan economic data, including official and parallel exchange rates, inflation statistics, and basic goods basket prices. It enables AI assistants to query historical economic trends and current market indicators via natural language.

vivory-mcp

Korean public-data MCP servers for AI agents, enabling natural language queries to KOSIS statistics and other Korean official data sources without requiring local accounts or API keys.

FAL Reve MCP Server

Provides access to Reve text-to-image AI model for generating high-quality images with accurate text rendering and strong aesthetic quality. Automatically downloads generated images to local storage with support for multiple aspect ratios and output formats.

zoho-crm-mcp

Provides live Zoho CRM data access via MCP tools, enabling queries on modules, records, fields, and related lists without syncing data.

coldchain-mcp

Enables AI agents to analyze cold-chain sensor data locally, detecting threshold breaches, anomalies, and segmenting journeys from temperature/humidity logs.

mcp-travel-art

Art-tourism data for AI agents: biennales, art fairs, museum essentials with 2026 prices, opening hours, and sequenced routes.

paprika-mcp

An MCP server that provides read-only access to the Paprika Recipe Manager, allowing users to list and retrieve recipes, grocery items, and meal plans. It enables seamless interaction with recipe details and category information through the Paprika API.

Freshrelease MCP Server

Enables AI models to interact with Freshrelease project management platform through API integration. Supports creating and retrieving projects and tasks, managing status categories, and automating project operations through natural language.

NanoBanana MCP Server

An MCP server that wraps the OpenRouter API, enabling users to access diverse language models like Google Gemini 3 Pro for chat and image tasks. It provides tools for generating completions and listing available models within MCP-compatible clients.

syncro-mcp

An MCP server for Syncro MSP platform, enabling management of tickets, assets, customers, and billing through Syncro's API.

Adaptive Recall

Adaptive MCP memory system for AI applications. Learns which retrieval strategies work for your data, scores results using cognitive science models, builds a knowledge graph automatically, and validates every parameter change against real query history before adopting it. Patent pending.

screen-mcp

An MCP server that enables AI agents like Claude to capture screen screenshots on demand and maintain a sliding window of recent frames for multimodal Q&A context.

MCP Server Demo

A beginner-friendly MCP server demonstrating custom Tools, Resources, and Prompts using FastMCP.

manga-trans

Enables AI agents to perform local-first manga/comic scanlation by inspecting raw pages, translating text, cleaning speech bubbles, and typesetting localized content through MCP tools.

Weather MCP Server

Provides real-time weather information for any city worldwide using the Open-Meteo API, returning current temperature, wind speed, and geographic coordinates through a containerized MCP server.

GitHub MCP Server

GitHub API 的独立 MCP 服务器

IMAP MCP Pro

An enterprise-grade MCP server that provides production-ready IMAP email integration with advanced reliability features, comprehensive monitoring, and secure account management.

Trading 212 MCP Server

Provides secure access to Trading 212 Public API through MCP, enabling Claude Desktop users to manage portfolios, execute trades, and analyze market data using natural language commands.

mcp-gdbserver

MCP server for remote debugging with gdbserver, offering full debugging capabilities including breakpoint control, stepping, memory inspection, and process management.

cnes-mcp-test

Read-only MCP server for querying Brazilian CNES health establishment data in PostgreSQL, enabling AI-assisted database exploration and analysis.

Kadmia MCP Server

Integrates Kadmia's JavaScript learning platform with AI assistants to provide personalized explanations and track learning progress.

Petstore MCP Server

A comprehensive Model Context Protocol implementation for the Swagger Petstore API that provides 19 tools across pet management, store operations, and user management categories.

WLST MCP Server

MCP server for Oracle WebLogic Server administration using WLST, enabling server lifecycle, application deployment, monitoring, and diagnostics.