Discover Awesome MCP Servers

prts-mcp

Arknights PRTS Wiki MCP Server — queries the PRTS Wiki API for full-text search and article extraction, and serves auto-synced operator archives, voice lines, and story/event scripts from game data. Designed for fan-creation AI agents that need accurate lore, character profiles, and in-character dialogue references.

Solar MCP

An MCP server that enables AI assistants to look up solar permitting authorities, estimate solar production via PVWatts, and retrieve irradiance data. It streamlines the creation of solar-aware workflows by integrating industry-standard APIs like NREL.

mcp-agent-tool-adapter

Chuyển đổi các công cụ MCP thành các tác nhân cộng tác, có khả năng suy luận bằng cách sử dụng các framework tác nhân hiện đại.

MCP Orquestrador

Advanced task automation system that reads codebases, divides complex tasks into specific steps, and rigorously executes them with complete testing, documentation, validation and automatic correction.

Prompt Manager

Cho phép tạo, quản lý và tạo mẫu lời nhắc thông qua kiến trúc SOLID đơn giản hóa, cho phép người dùng sắp xếp lời nhắc theo danh mục và điền vào các mẫu khi chạy.

keyphrases-mcp

Enables AI-driven workflows to extract keyphrases more accurately and with higher relevance using the BERT machine learning model. It works directly with your local files in the allowed directories saving the context tokens for your agentic LLM.

Store Scraper MCP

Enables querying and retrieving data from App Store and Google Play Store, including app details, reviews, ratings, rankings, permissions, and search capabilities across both iOS and Android platforms.

Agency AI MCP Server

Enables AI assistants to recommend specialized AI operations services, perform organizational readiness assessments, and automate consultation bookings. It acts as a digital sales agent for discovery and client onboarding via the Model Context Protocol.

Shogi MCP Server

Enables AI agents to analyze shogi (Japanese chess) positions and moves by integrating with USI protocol engines. Provides position analysis, move evaluation, and game state assessment through HTTP API bridge and MCP tools.

OSV

The server can be utilized for secure development by listing all packages' CVEs, their affected versions and their fix versions.

MCP Orders Server

A practice project that enables users to create and list orders within an in-memory system using MCP tools. It is designed to demonstrate how to integrate the Model Context Protocol with clients like Cursor using the FastMCP framework.

Clarity Data Export MCP Server

A Model Context Protocol server that lets you fetch Microsoft Clarity analytics data through Claude for Desktop or other MCP-compatible clients, with support for filtering by dimensions and retrieving various metrics.

Chromium ARM64 Browser

Enables browser automation and web testing on ARM64 devices like Raspberry Pi using system Chromium. Supports navigation, screenshots, form filling, JavaScript execution, and complete SaaS testing workflows through Claude Code integration.

Koyeb MCP Server

Enables programmatic management of Koyeb resources including apps, services, deployments, and instances via the Model Context Protocol. It allows users to query build and runtime logs and perform resource lifecycle operations through the Koyeb API.

GitHub MCP TypeScript SDK Server

Provides comprehensive access to GitHub repositories, issues, pull requests, commits, user profiles, and statistics through 10 tools with natural language query support and advanced search capabilities.

Agile Backlog MCP

Enables comprehensive agile project management with epics, stories, tasks, and sprint planning through natural language. Features project isolation, dependency tracking, and integrates with a web UI for visual backlog management and burndown charts.

Docker Hub MCP Server

Enables LLMs to search Docker Hub repositories, discover container images, and manage Docker Hub repositories and tags through natural language queries. Supports both public content access and authenticated operations with Docker Personal Access Tokens.

Cortex

Stores and recalls Claude Code session content as persistent memory, auto-injects relevant prior decisions and lessons at session start, and exposes 33 MCP tools for memory, knowledge-graph navigation, and cognitive profiling — backed by 41 neuroscience papers and 97.8% R@10 on LongMemEval.

MCP

Một máy chủ Mcp sử dụng Claude và DuckDuckGo.

Hedgehog

A Model Context Protocol server that manages structured technical spike investigations and generates Architecture Decision Records through an enforced four-phase workflow. It enables developers to track exploration branches, document adversarial challenges, and maintain persistent state across multiple sessions.

MCP-MCP

A Meta-MCP Server that acts as a tool discovery service, helping AI assistants find appropriate MCP servers from a database of 800+ servers when they need capabilities that aren't currently available.

Tableau MCP Server

Enables interaction with Tableau Cloud and Tableau Server through the REST API, supporting workbook management, view queries, extract refreshes, and content search operations.

JIRA

Cung cấp khả năng tìm kiếm các issue Jira bằng JQL và truy xuất thông tin chi tiết về issue.

Swagger/OpenAPI MCP Server

A Model Context Protocol server that enables LLMs to explore and interact with API specifications by providing tools for loading, browsing, and getting detailed information about API endpoints.

Serper MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) cho phép các LLM (Mô hình Ngôn ngữ Lớn) thực hiện tìm kiếm Google thông qua API Serper, cho phép các mô hình truy xuất thông tin hiện tại từ web.

Graphiti MCP Server

Enables users to query a comprehensive knowledge graph of personality psychology containing over 16,000 nodes covering traits, frameworks, and assessments. It supports semantic search of facts and entities, relationship extraction, and the ability to add new information to the graph.

MCP Weather Alert Agent

A lightweight AI agent that fetches real-time weather alerts for any U.S. state using the National Weather Service API.