Discover Awesome MCP Servers

Magic-MCP

Enables generation of magic squares by exposing a single tool that connects to a remote MATLAB service. Users can specify the desired square size and receive structured magic square data with metadata.

VICE Next MCP

Enables interaction with VICE emulators for Commodore systems through binary monitor protocol, supporting keyboard matrix injection and IEC observers for targets like C64, VIC-20, etc.

colab-fleet

Enables offloading heavy CPU/ML workloads to free Google Colab from any MCP client, with automatic job management and free-tier enforcement.

MCP Server for Azure DevOps

Provides AI assistants with comprehensive access to Azure DevOps services including work items, repositories, pull requests, wikis, builds, pipelines, and test plans through 25+ MCP tools with multi-project support.

UGCmind MCP

Open-source MCP server for AI image and video generation via UGCmind, enabling prompt inspiration, generation, and async task tracking from any MCP host.

bugezy

Voice-powered bug reporting MCP server with 13 tools. Captures console logs, network errors, DOM traces, and developer voice descriptions. AI reads structured reports to find and fix bugs automatically. Chrome Extension + Python CLI.

MCP MITM Mem0

Intercepts Claude conversations via MITM proxy and stores them in Mem0, enabling Claude to search and recall past conversations, learn user preferences, and maintain context across sessions.

ai-supply-mcp

Enables agents to search, install, publish, and review security-scanned AI capabilities from the ai-supply.store marketplace, including skills, MCP servers, plugins, datasets, and guardrails.

daraz-mcp

Enables searching Daraz.pk products with smart cheapest detection and category support using documented API patterns.

DriveBC MCP Server

Provides real-time access to BC highway conditions, road closures, weather alerts, and traffic incidents through the Open511-DriveBC API with smart caching.

imap-mcp

An IMAP client MCP server for reading mail from Dovecot or Synology MailPlus mailboxes, with optional webhook triggers for new messages. It provides tools for managing emails and automates workflows by firing webhooks when matching messages arrive.

mcp-response-types-lab

Enables testing how different MCP clients handle tool results containing both content and structuredContent, including outputSchema enforcement and mismatch scenarios.

Microsoft MCP

Model Context Protocol servers for Microsoft 365, enabling AI assistants to interact with Calendar, Contacts, OneDrive, Outlook, and SharePoint via the Microsoft Graph API.

ppt-engine-mcp

Drives real PowerPoint desktop application for true-fidelity PDF export and per-slide image export, complementing python-pptx by handling rendering that no library can.

mcp-excel

Enables AI assistants to read and write local Excel and CSV files, supporting editing, styling, and image insertion.

BioVis-MCP

Enables AI assistants to generate publication-quality bioinformatics visualizations (volcano plots, PCA, heatmaps, etc.) directly from raw biological data.

ShadowGit MCP Server

Provides AI assistants with secure, read-only access to ShadowGit repositories for debugging and code analysis. Enables powerful analysis of fine-grained git history captured automatically by ShadowGit's continuous commit tracking.

MCP Inspector Assistant

Provides programmatic access to MCP server testing, debugging, and validation capabilities by wrapping the official MCP Inspector. Enables users to test tools, validate protocol compliance, discover server capabilities, and debug MCP servers through natural language interactions.

Unleash MCP Server

Enables AI coding assistants to manage Unleash feature flags, including creation, detection, evaluation, and best practices.

Cocos Creator Local MCP

An MCP server for local Cocos Creator 3.8 automation, enabling coding agents to create projects, edit scenes, and build WeChat Mini Games directly on a developer machine.

LLM Radar

MCP server that provides AI assistants with real-time, current information about AI models from OpenAI, Anthropic, and Google, including pricing, capabilities, and context windows.

leave-manager-mcp-server

Enables LLMs to manage employee leave by checking balances, applying for leave, and viewing history.

Kimi K2 Heavy Processor MCP

Enables heavy computation and data processing tasks in Claude Desktop, including complex SQL operations, large-scale data transformations, and resilient batch processing with automatic retry mechanisms.

Serpex MCP

Enables multi-engine web search capabilities across Google, Bing, DuckDuckGo, Brave, Yahoo, and Yandex through the Serpex API. Features automatic engine routing, time filtering, and structured JSON results for reliable web search integration.

cc-channel-mem

An MCP server and background daemon that captures Discord and Telegram conversations locally to provide persistent memory for Claude Code sessions. It enables hybrid search and automatic context injection of chat history to maintain continuity across development sessions.

NetSuite MCP Server

A Model Context Protocol (MCP) server providing access to NetSuite data through OAuth 2.0 with PKCE authentication. Works seamlessly with any MCP-compatible client including Claude Code, Cursor IDE, and Gemini CLI.

audiobookshelf-mcp

MCP server for Audiobookshelf that lets AI assistants browse libraries and manage listening progress, bookmarks, collections, and playlists.

MCPico

MCP proxy that bundles flat tool lists into hierarchical subcommand groups, reducing context token usage and improving tool discovery.

ZX84

An MCP server providing a ZX Spectrum emulator for AI testing, enabling loading and running of Spectrum software with debugging, display, and audio features.