Discover Awesome MCP Servers

Volterra Knowledge Engine

A read-only Model Context Protocol server that exposes a semantic knowledge base to AI agents via 27 tools. It enables querying of documents and data integrated from sources like Notion, SharePoint, HubSpot, and Slack.

Figma MCP Server

A server implementation that enables interaction with Figma API through Model Context Protocol (MCP), supporting plugin and widget development with WebSocket communication capabilities.

icogenie-mcp

AI-powered SVG icon generation MCP server. Generate production-ready SVG icons from text descriptions with customizable styles, sizes, and themes.

Python Codebase Analysis RAG System

An MCP server that analyzes Python codebases using AST, stores code elements in a vector database, and enables natural language queries about code structure and functionality using RAG with Google's Gemini models.

Daytona MCP Python Interpreter

A Model Context Protocol server that allows execution of Python code within Daytona workspaces, providing a secure and isolated environment for executing and managing Python scripts.

Brawl Stars MCP

Provides AI assistants with access to real-time Brawl Stars game data including player statistics, club information, brawler details, battle logs, and current events through the Brawl Stars API.

MCP Spotify AI Assistant

Enables Claude to control Spotify features including playback control, playlist management, search, and accessing user's listening history and preferences through the Spotify API.

LinkedIn Scraper MCP Server

Enables extraction of comprehensive LinkedIn profile data including experience, education, skills, and contact information through browser automation. Requires manual LinkedIn credentials input and uses anti-detection measures for reliable scraping.

BioContextAI Knowledgebase MCP

An MCP server that provides standardized access to biomedical knowledge bases and resources, enabling AI systems to retrieve verified information from sources like bioRxiv, EuropePMC, and various protein/gene databases.

Sleeper Fantasy MCP

Enables comprehensive Sleeper Fantasy Football integration with Claude, providing real-time player projections, historical performance analytics, league management, and waiver wire analysis. Supports advanced NFL metrics, lineup optimization, and matchup analysis for fantasy football decision-making.

MCP Advisor

A discovery and recommendation service that helps AI assistants find Model Context Protocol servers based on natural language queries.

AlphaGenome MCP Server

Enables AI-powered genomic variant analysis including variant impact prediction, regulatory element discovery, and batch variant scoring. Currently operates in mock mode as a proof-of-concept awaiting the public release of Google DeepMind's AlphaGenome API.

MCP Dataverse Server

Enables CRUD operations and schema exploration on Microsoft Dataverse databases using service principal authentication. It allows users to query records with OData filters, manage table entries, and retrieve metadata through a standardized MCP interface.

Midjourney Best Experience MCP Server

An MCP server that provides access to the Midjourney Best Experience API for generating and manipulating images. It enables users to execute prompts and perform actions like upscaling, variations, and zooming directly within MCP-compatible applications.

Codex MCP Server

Một máy chủ Giao thức Ngữ cảnh Mô hình cho API Codex

Telegram Notify MCP

A streamlined MCP server designed to send AI agent progress updates, images, and files directly to a user via Telegram. It allows users to monitor long-running tasks and receive notifications or build artifacts through a simple messaging interface.

metabase-server

Enables AI assistants to interact with Metabase by providing access to dashboards, questions, and databases through the Metabase API. It allows users to list resources, execute existing cards, and run custom SQL queries to retrieve data through natural language.

Travel MCP Server

A Model Context Protocol server that enables flight searching, booking, and payment processing. It also provides access to resources like user profiles, pricing rules, and company travel policies.

PetSmart MCP Server

Enables AI assistants to search for pet products, manage shopping carts, and book grooming or training services directly through PetSmart's website. It also facilitates finding nearby store locations and accessing detailed product specifications.

OpenAPI x MCP

CLI để tạo máy chủ MCP (Minecraft Coder Pack).

Google Workspace MCP Server

Enables AI assistants to manage Google Calendar events and Gmail emails through natural language. Supports creating/listing calendar events with smart color coding, sending/reading emails, and advanced search capabilities across both services.

Hacker News

Okay, I understand. You want me to translate the following English description into Vietnamese: "Parses the HTML content from news.ycombinator.com (Hacker News) and provides structured data for different types of stories (top, new, ask, show, jobs)." Here's the Vietnamese translation: **"Phân tích cú pháp nội dung HTML từ news.ycombinator.com (Hacker News) và cung cấp dữ liệu có cấu trúc cho các loại tin khác nhau (top, new, ask, show, jobs)."** Here's a slightly more detailed version, if you prefer: **"Phân tích cú pháp nội dung HTML từ trang web news.ycombinator.com (Hacker News) và cung cấp dữ liệu đã được cấu trúc cho các loại bài viết khác nhau, bao gồm: tin nổi bật (top), tin mới (new), hỏi đáp (ask), giới thiệu (show), và tuyển dụng (jobs)."** **Explanation of choices:** * **Phân tích cú pháp:** This is the standard translation for "parses." * **Nội dung HTML:** "HTML content" translates directly. * **news.ycombinator.com (Hacker News):** I kept the English name in parentheses for clarity, as it's a well-known site. * **Dữ liệu có cấu trúc:** "Structured data" translates to "dữ liệu có cấu trúc." * **Các loại tin khác nhau:** "Different types of stories" translates to "các loại tin khác nhau" or "các loại bài viết khác nhau." * **top, new, ask, show, jobs:** I kept these in English as they are specific categories within Hacker News and are often referred to by their English names. However, I provided translations in the more detailed version. Choose the translation that best suits your needs. Let me know if you have any other questions!

Cursor Agent MCP Server

Enables cost-effective repository analysis, code search, file editing, and task planning by wrapping the cursor-agent CLI through focused tools. Reduces token usage by offloading heavy thinking tasks from Claude to specialized operations with configurable output formats.

Toy MCP Server

A simple MCP server that provides two tools: one for counting specific letter occurrences within words and another for generating UUIDv7s.

SynapBus

MCP-native agent-to-agent messaging hub for AI swarms. Agents communicate via channels and DMs through MCP protocol — zero SDKs needed. Includes web UI, semantic search, analytics dashboard. Single Go binary, local-first.

eco-mcp-app

An MCP server that provides live status updates for the Eco via Sirens game server, displaying meteor countdowns, player statistics, and world information directly within Claude Desktop. It also serves as a minimal reference implementation for building MCP Apps in Python without complex tooling.

Neo4j MCP Chainlit

Một bản thử nghiệm (POC) của máy chủ Neo4j MCP với Chainlit (máy chủ MCP) và API Claude LLM (Anthropic).

Feedbucket MCP Server

Enables AI assistants to manage website feedback from Feedbucket, including listing, filtering, commenting on, and resolving feedback items through natural language interactions.

git-standup-mcp

Generates standup reports from git history by analyzing recent commits across configured repositories. Enables users to query their development activity, such as what they worked on yesterday or over multiple days, through natural language interactions with Claude.

day-planner-mcp

An MCP App that renders an interactive dashboard in Claude conversations to unify calendar events, emails, and documents into a single interface. It enables users to manage their daily schedule and perform actions like meeting preparation through bidirectional communication between the UI and the model.