Discover Awesome MCP Servers

VFX Parsers MCP Server

Parses and generates Nuke (.nk), MaterialX (.mtlx), and USD ASCII (.usda) files via JSON AST representations with round-trip stability. Enables bidirectional conversion of VFX script formats for pipeline automation without modifying files.

OpenSpec MCP

Enables spec-driven development with task tracking, approval workflows, and real-time progress monitoring through OpenSpec CLI functionality. Includes a web dashboard for visual management of change proposals and specifications.

Test MCP Feb 5 MCP Server

An MCP server that provides access to the Test MCP Feb 5 API, enabling AI agents to interact with its endpoints through standardized tools. It supports seamless AI integration via the Model Context Protocol and is designed for easy deployment using Docker or Google Cloud Run.

DHLAB MCP Server

Provides access to the National Library of Norway's Digital Humanities Lab, enabling text and image search, NGram analysis, word lookup, concordance finding, and corpus statistics from Norwegian digital collections.

Pyth Network MCP Server

Provides real-time access to Pyth Network's decentralized oracle price feeds across 1,930+ assets and 107+ blockchains, enabling AI agents to fetch current prices, historical data, and TWAP calculations for crypto, equity, FX, metal, and rates markets.

Weather MCP Server

Provides weather information and alerts from the National Weather Service, including active weather alerts for US states and location-based forecasts using latitude/longitude coordinates.

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Swiss Meteo MCP

An experimental MCP server that provides weather information tools, including temperature lookup via wttr.io, along with note-taking capabilities for learning MCP server development with GitHub Copilot.

ssis-adf-agent

An MCP server that enables automated analysis and conversion of SSIS packages into Azure Data Factory JSON artifacts directly through GitHub Copilot. It streamlines ETL modernization by detecting complex patterns, translating script tasks, and generating production-ready pipelines following Microsoft best practices.

macOS Screen View & Control MCP Server

MCP Server untuk mengambil tangkapan layar dan mengontrol jendela macOS (dibuat untuk Cursor)

Azure Omni-Tool MCP Server

Enables intelligent interaction with Azure resources through natural language by translating requests into safe, auditable Azure CLI commands with plan/review workflows and direct access to 8 Azure services including Storage, Cosmos DB, Key Vault, and more.

RAG Context MCP Server

A lightweight server that provides persistent memory and context management for AI assistants using local vector storage and database, enabling efficient storage and retrieval of contextual information through semantic search and indexed retrieval.

Simple Memory MCP

Enables AI assistants to store and retrieve persistent memories with a web management interface. Supports creating, searching, and managing memories through natural language commands or a visual web dashboard.

Notion MCP Server

Enables AI agents to interact with Notion workspaces through the Notion API, allowing them to search, read, create, and comment on pages and databases with optimized token consumption.

PTY MCP Server

Enables AI assistants to manage interactive pseudo-terminal (PTY) sessions for programs requiring full terminal emulation like vim, ssh, and interactive REPLs. It provides tools to spawn sessions, send input with escape sequences, and read buffered terminal output.

MCP Log Analyzer

An AI-powered server that analyzes system log files to identify errors/warnings and recommend fixes using FastMCP, LangGraph ReAct agents, and Anthropic Claude.

FreshRSS MCP Server

Enables interaction with FreshRSS instances through the Google Reader API. Supports managing articles, feeds, folders, labels, and OPML import/export for RSS feed aggregation through natural language.

Bugsink MCP Server

Enables AI assistants to query and analyze errors from Bugsink self-hosted error tracking instances. Supports listing projects, teams, issues, and viewing detailed error events with stacktraces.

Airtop MCP Server

Sebuah server MCP untuk berkomunikasi dengan Airtop (

Dnevnik.ru MCP Server

An MCP server that integrates with the Dnevnik.ru API to provide AI assistants with access to school schedules, grades, and homework. It enables users to query educational data and manage school-related information through natural language.

aiogram-mcp

MCP server middleware for aiogram Telegram bots — 30 tools, 7 resources, 3 prompts covering messaging, rich media, moderation, interactive keyboards, real-time event streaming, rate limiting, permissions, and audit logging.

Ares DevOps MCP Server

Enables seamless interaction with Azure DevOps for managing Git repositories, branches, and pull requests through natural language. It also supports automating and monitoring pipelines while providing secure, type-safe operations within MCP-compatible clients.

yfinance MCP Server

Finance mcp server- Get up-to-date prices and news about stocks and cryptocurrencies

Generate Manual Test Cases

This MCP server provides a tool to generate manual test cases in Markdown or CSV format from documentation files and custom rules. It supports text and PDF inputs and can leverage LLM sampling to automate the creation of detailed test scenarios.

Daiso MCP Server

Connects AI models to real-time search and inventory data for major South Korean retail chains, convenience stores, and cinemas. It enables users to check product availability at stores like Daiso and Olive Young, or view movie schedules at CGV and Megabox.

Infactory TypeScript SDK

Infactory TypeScript SDK untuk digunakan dengan Infactory Workshop, MCP Server, dan API.

HK Prompt MCP Server

An MCP server that provides custom prompts for guiding bot interactions, specifically to avoid using brackets in descriptions.