Discover Awesome MCP Servers

UUID MCP Provider

Một máy chủ giao thức Model Context đơn giản tạo UUID dựa trên dấu thời gian (v7) khi được gọi bởi LLM, cung cấp các mã định danh duy nhất có thể sắp xếp theo thứ tự thời gian mà không cần bất kỳ tham số đầu vào nào.

vk-mcp-server

Model Context Protocol server for VK (VKontakte) social network API

portfolio-mcp-server

Exposes 32 portfolio tools over stdio so MCP-compatible AI clients can read and manage profile, projects, skills, certifications, education, experience, and testimonials from a universal-portfolio instance.

MuseScore MCP Server

A Model Context Protocol server that provides programmatic control over MuseScore through a WebSocket-based plugin system, allowing AI assistants to compose music, add lyrics, navigate scores, and control MuseScore directly.

Local Snowflake MCP Server

Enables Claude Desktop to interact with Snowflake databases through natural-language SQL queries. Built in Python, it allows secure local integration between LLMs and enterprise data systems for database operations and analysis.

mcp-engram

Enables LLMs to build and explore a cognitive neuroscience-inspired knowledge graph with SQLite, supporting search, graph traversal, temporal sequences, and structured reasoning.

mcp-financex

Comprehensive MCP server for real-time stock, cryptocurrency, options, and fundamental analysis, including SEC filings and insider trading data.

academic-mcp

Unified academic search MCP server that searches open literature (arXiv, bioRxiv, medRxiv, PMC), CNKI, and Web of Science, with browser-backed authentication, local paper library, and export to multiple formats.

Open Food Facts MCP Server

Enables AI assistants to access the Open Food Facts database to query detailed food product information, nutritional data, and environmental scores. Supports product lookup by barcode, smart search with filtering, nutritional analysis, product comparison, and dietary recommendations to help users make informed food choices.

Notion MCP Server

A simple MCP server implementation for Notion integration

Firebase MCP Server

Enables inspection and querying of Firestore data and Cloud Function logs within the Firebase Emulator environment. It provides tools to navigate collections, retrieve documents, and filter function logs using regex and other criteria.

Luma Events MCP Server

An MCP server for managing Luma events, including listing, creating, updating events and guest registrations with privacy-conscious summaries.

glm-vision-mcp-server

Enables Claude Code to analyze images using Zhipu AI's GLM-5V-Turbo vision model, supporting local files and URLs with customizable prompts.

mcp-ae

Enables control of Adobe After Effects via natural language, allowing project manipulation, layer creation, animation, and rendering through MCP.

6DuckLearn MCP

Hosted MCP server for the 6DuckLearn learning platform, enabling integration with AI agents like Codex and Claude Code.

Tenzir MCP Server

An MCP server that enables AI assistants to interact with Tenzir, a data pipeline engine for security operations, including executing pipeline queries, managing OCSF schemas, and generating parsers.

Ghost + Contentful MCP

Enables AI assistants to search blog posts and pages from Ghost, and learn pages, case studies, and events from Contentful. Provides five search tools with contextual snippets via MCP stdio transport.

pumpswap-mcp

pumpswap-mcp

ctxpeek

MCP server that fetches documentation from public git repositories at specific versions, enabling AI coding assistants to access up-to-date, ref-pinned docs from source repos.

Git Helper MCP

Enables Claude to interact with git repositories by providing real-time access to repository status, branch information, commit history, and file changes. Allows users to query their git workspace through natural language commands.

Sylex Memory

Persistent encrypted memory for AI agents. E2E encrypted private vaults, shared knowledge commons, topic channels, and agent-to-agent DMs. 23 MCP tools, free, no API key needed.

Financial Analysis MCP Server

Một máy chủ MCP để cung cấp năng lượng cho LLM của bạn với các khả năng phân tích tài chính.

Cloudflare Playwright MCP

Enables AI assistants to control a browser through Playwright on Cloudflare Workers, allowing them to perform web automation tasks like navigation, typing, clicking, and taking screenshots.

APIAny MCP Server

Provides tools for discovering AI models, checking pricing, retrieving API documentation context, and generating integration examples; also supports paid async image/video tasks.

arcbounty-mcp

Browse, take, and submit USDC bounties on ArcBounty (Arc Network, ERC-8183 escrow + ERC-8004 reputation).

RAG Documentation MCP Server

Cung cấp các công cụ để truy xuất và xử lý tài liệu thông qua tìm kiếm vector, cho phép các trợ lý AI tăng cường phản hồi của họ bằng ngữ cảnh tài liệu liên quan.

gmod-mcp

MCP server for Garry's Mod enabling RCON command execution, Lua scripting, window control, screenshots, and SFTP file management.

docdb-mcp

Resolves patent publication numbers to canonical DOCDB identifiers, providing inventor, publication date, and family ID.

MCP Smart Searcher

A smart MCP server for multi-engine web search with AI-powered results, supporting 6 search engines and web content extraction.

MCP Weather & Files AI Server

An advanced Model Context Protocol server that integrates real-time weather data, local file system navigation, and geographic information with AI-powered analysis tools. It enables users to perform complex data evaluations and manage files while accessing live climatic and demographic data through compatible MCP clients.