Discover Awesome MCP Servers

Oumi MCP Server

Provides access to over 500 pre-configured YAML templates and guided workflows for fine-tuning, training, and evaluating LLMs like Llama and DeepSeek. It enables AI assistants to search for recipes, retrieve configurations, and validate parameters for various machine learning tasks.

Public Browser

A token-efficient MCP server for Chrome browser automation that uses direct CDP and accessibility-tree-based references for stable element selection across DOM changes.

Useful Helpers Suite

An MCP server that exposes a suite of developer tools and apps via a shared tool registry, enabling agents to list and call tools through the MCP protocol.

LiuRen MCP Server

Enables traditional Chinese divination calculations through Liu Ren (六壬) chart generation. Provides tools for calculating Liu Ren divination charts based on specified dates and times, along with current time retrieval functionality.

Agent with MCP server

Demo server mcp cepat

market-pulse-mcp

Provides live cryptocurrency market data including spot prices, OHLCV candles, order books, funding rates, and technical indicators via public exchange APIs.

Commvault MCP Server

Enables AI agents to securely access and manage Commvault environments, including job control, backup schedules, client/storage management, SLA monitoring, and optional DocuSign envelope backup integration.

Miro MCP Server

Server Model Context Protocol (mcp) untuk Miro

docmcp

An MCP server that generates real .docx and .xlsx files from structured data, with support for headings, tables, RTL, and frozen panes. It offers local (stdio) and hosted HTTP modes with API key quotas.

Jules MCP Server

Integrates Google's Jules coding agent with AI assistants to delegate autonomous coding tasks like bug fixes, refactoring, and tests, with support for scheduling recurring maintenance tasks and human-in-the-loop plan approval.

TicketAI

Enables AI assistants to analyze IT support tickets, categorize urgency, suggest responses, and retrieve statistics via MCP tools.

Awesome MCP (Model Context Protocol) ⚡

Koleksi pilihan alat, server, dan sumber daya untuk Model Context Protocol (MCP) - standar terbuka untuk menghubungkan LLM dengan sumber data dan alat eksternal.

jb_gateway_mcp

A local MCP server that acts as a secure credential-holding gateway to Google APIs (Gmail, Calendar, Drive), with deny-by-default policy enforcement so agents never see OAuth tokens.

stay-search MCP

Enables searching and comparing Airbnb (Korea) and Yanolja accommodation prices, with tools for price distribution, historical trends, and snapshot management, storing collected data in SQLite.

google-tasks-mcp

MCP server that connects MCP-compatible clients to Google Tasks, enabling reading, searching, creating, completing, updating, deleting, and moving tasks via 19 tools.

sqlite-spreadsheet-sync-mcp

This MCP server enables AI assistants to interact with a SQLite database through a spreadsheet-like interface, supporting operations such as querying, editing, importing Excel/CSV, and managing table structures via natural language.

Agentic Travel Recommendations Service

MCP server for agentic travel recommendations, exposing tools to retrieve member profiles and personalized travel recommendations with partner-specific rules and policies.

Threat Hunting MCP Server

A behavioral threat hunting MCP server that focuses on adversary TTPs rather than atomic indicators, with MITRE ATT\&CK integration, advanced cognitive capabilities, and community hunt hypotheses.

MCP Heroku Server

Provides comprehensive Heroku application management through the Heroku Platform API for AI assistants using the Model Context Protocol. It enables users to scale dynos, view deployment history, access logs, and manage environment variables through natural language.

operbots-mcp

MCP server for the operbots panel, enabling AI assistants to manage tasks, Telegram bots, flow scenarios, conversations, knowledge base, and AI connections with the user's permissions.

Cocos Creator MCP Server

Enables AI assistants to interact with the Cocos Creator 3.8+ editor through standardized protocols for scene, node, component, prefab, asset, project, debugging, and server operations.

MCP Server Template

A production-ready FastMCP server template with modular architecture for building MCP servers with organized tools, resources, and prompts, featuring container support and AI agent documentation system.

Enhanced MCP MSSQL Server

Enables AI agents to securely connect to and query Microsoft SQL Server databases with read-only access, schema discovery, and relationship mapping. Features advanced security protections, health monitoring, and bulk operations for production environments.

mealie-mcp

A Model Context Protocol server for Mealie that enables AI models to search, import, and manage recipes, plan meals, and create shopping lists through natural language.

fiscal-api-mcp

Provides AI agents with Korean national fiscal data (budgets, settlements, and fiscal programs) from multiple government APIs through 7 tools, enabling natural language queries.

crawl4ai-mcp

Server MCP untuk web scraping dan crawling, dibangun menggunakan Crawl4AI.

gameLLM

An MCP server that provides structured game data and scraped guides for video games, enabling natural language queries via Claude Code skills. Currently supports Clair Obscur: Expedition 33 with tools to search pictos, weapons, bosses, and more.

awesome-mcp-dev-stack-selector

A machine-readable FOSS registry and zero-latency MCP server for AI coding agents to search free and open-source software alternatives to commercial tools, with capabilities to find replacements, get app details, and search by query.

return-billing-mcp-server

MCP server that provides tools for order lookup, return eligibility checks, return processing, billing status, and human escalation, simulating a return/billing inquiry triage system using local JSON data.