Discover Awesome MCP Servers

Video RAG MCP Server

Enables natural language search and interaction with video content through three tools: ingesting videos to a Ragie index, retrieving relevant video segments based on queries, and creating video chunks from specific timestamps.

Semrush MCP Server

Một triển khai máy chủ Giao thức Ngữ cảnh Mô hình (MCP) cung cấp các công cụ để truy cập dữ liệu API Semrush.

Spotify MCP Server

Kết nối Claude với Spotify, cho phép điều khiển phát nhạc, chức năng tìm kiếm và quản lý hàng đợi thông qua API của Spotify.

swipl-mcp-server

This server lets tools-enabled LLMs work directly with SWI‑Prolog. It supports loading Prolog files, adding/removing facts and rules, listing symbols, and running queries with two modes: deterministic pagination and true engine backtracking.

Giphy MCP Server

This server implements the Multi-Agent Conversation Protocol for the Giphy API, allowing agents to interact with Giphy's services through natural language commands.

Printify MCP Server

A Model Context Protocol server that allows AI assistants like Claude to integrate with Printify's print-on-demand platform, enabling product creation, management, and AI-generated design uploads through natural language commands.

JIRA MCP Server

Enables Claude AI to interact with JIRA for project management and issue tracking, supporting JQL queries, comprehensive issue details retrieval with subtasks and linked issues, and release planning analysis.

Create a Custom Server

Một máy chủ MCP tùy chỉnh cung cấp các công cụ tính toán số học và các phép toán học nhanh cho các trợ lý AI.

URL Reputation and Validity Checker

Validates URLs and checks their reputation to help identify AI hallucinations and verify web page authenticity.

EndOfLife MCP Server

Provides access to the endoflife.date API to query support and end-of-life information for thousands of software products. It enables users to retrieve detailed release schedules, lifecycle data, and product categories through natural language.

v0 MCP Server

Enables generating web application prototypes from natural language requirements using the v0 Platform API. Returns demo URLs and file information for created prototypes.

ICON MCP v101 MCP Server

Provides Model Context Protocol access to the ICON MCP v101 API with support for both Bearer token authentication and pay-per-use blockchain payments via the HTTP 402 protocol. It enables AI agents to interact with ICON API endpoints through standardized, asynchronous tools.

LLM Researcher

A lightweight MCP server that enables LLMs to search the web via DuckDuckGo, search GitHub code repositories, and extract clean content from web pages in LLM-friendly formats.

Local Search MCP Server

Enables semantic search across indexed documents using vector embeddings. Index GitHub repositories and URLs to perform natural language queries with AI-enhanced contextual results.

Bond MCP Server

Enables AI assistants to control Bond Bridge smart home devices including ceiling fans, motorized shades, dimmable lights, and other RF-controlled devices. Provides comprehensive device management and control capabilities through the Bond Local API.

Quickstart Guide to Building an MCP Server in Python

Hướng Dẫn Nhanh về Giao Thức Bối Cảnh Mô Hình - 2025

SEC EDGAR MCP Server

Provides access to SEC filings and detailed XBRL financial data for all publicly traded U.S. companies. It enables users to search for company info, retrieve historical metrics like revenue and assets, and compare financial performance across different industries.

With-MCP

Middleware that converts a serverless handler with OpenAPI spec into an MCP endpoint following stateless MCP principles.

Bruno API MCP Server

Trình bày các bộ sưu tập Bruno API dưới dạng các công cụ Giao thức Ngữ cảnh Mô hình (MCP), cho phép các tác nhân AI và ứng dụng khách MCP tương tác với các bộ sưu tập API của bạn.

RLM MCP Server

Enables the analysis of massive datasets by storing data in external variables via a sandboxed Python REPL instead of the model's context window. This allows users to process files larger than 100MB without polluting the context or hitting token limits.

MCP Database Server

Enables Claude to connect to and interact with SQLite, SQL Server, PostgreSQL, and MySQL databases through natural language. Supports executing queries, managing tables, exporting data, and storing business insights with authentication options including AWS IAM.

Google Calendar MCP Server

Tích hợp Google Calendar với các trợ lý AI thông qua Giao thức Ngữ cảnh Mô hình (Model Context Protocol), cho phép người dùng xem và quản lý các sự kiện trên lịch thông qua tương tác bằng ngôn ngữ tự nhiên.

Buttondown MCP Server

Cho phép các hệ thống AI và LLM tương tác với dịch vụ bản tin Buttondown, hỗ trợ soạn thảo email, lên lịch, truy xuất phân tích và quản lý danh sách thông qua giao diện Giao thức Ngữ cảnh Mô hình.

Nutrient DWS MCP Server

A Model Context Protocol server that integrates with Nutrient Document Web Service, allowing AI assistants to perform advanced PDF operations including digital signing, document generation, editing, OCR, watermarking, and redaction.

MCP Server Template

A minimal FastMCP server template for Render deployment with streamable HTTP transport. Provides a starting point for building custom MCP servers with easy one-click deployment capabilities.

disvr

Tool search engine for AI agents. One API call to discover the best MCP server for any task. 900+ services indexed with 4-dimensional value ranking.

gemini_mcp

A bridge that connects the Model Context Protocol to the Gemini CLI via the Agent Client Protocol (ACP) for high-performance, stateful AI interactions. It enables MCP clients to leverage Gemini's autonomous capabilities, including multi-modal support and built-in tool execution, without cold-start overhead.

app-publish-mcp

Unified MCP server for App Store Connect & Google Play Console — manage listings, screenshots, releases, reviews & submissions

America's Law Graph

Provides access to 529,000+ US statute sections across all 50 states and federal codes for comprehensive legal research. Supports semantic search, citation graph traversal, jurisdictional comparisons, and regulatory risk analysis through natural language queries.