Discover Awesome MCP Servers

Debug MCP

An intelligent debugging assistant that automates the debugging process by analyzing bugs, injecting HTTP-based debug logs into code across multiple environments (browser, Node.js, mobile, etc.), and iteratively fixing issues based on real-time feedback.

Vault MCP Server

Enables AI assistants like Claude to browse, search, and read data from an Autodesk Vault server by exposing its REST API operations as tools.

Tandoor MCP Server

Enables interaction with the Tandoor Recipe Manager via the Model Context Protocol. It allows users to search and create recipes, manage meal plan entries, and update shopping list items through natural language.

YouTube Knowledge Base

Enables semantic search across thousands of indexed educational YouTube videos covering topics like engineering, marketing, and strategy. It allows users to query insights from top creators directly through Claude Code using the Model Context Protocol.

MNS MCP Manager

Một công cụ quản lý cho Alibaba Cloud Message Service (MNS) được triển khai thông qua framework MCP, cho phép người dùng tạo, xóa, gửi tin nhắn đến và nhận tin nhắn từ các hàng đợi MNS thông qua cấu hình MCP Host.

Google Cloud Storage MCP Server by CData

Google Cloud Storage MCP Server by CData

Jules MCP Server

Enables LLM applications to interact with Google's Jules AI coding assistant to manage repositories, coding sessions, and pull requests. It allows users to programmatically create tasks, approve plans, and communicate with the assistant during active coding sessions.

PeopleBox ATS MCP Server

Enables interaction with the PeopleBox Applicant Tracking System (ATS) to manage candidates, positions, and recruitment pipelines. It provides tools for searching candidate profiles, adding notes, and tracking application timelines through natural language interfaces.

Deephaven MCP

Enables AI assistants to interact with Deephaven real-time data systems, allowing natural language queries, script execution, and management of both Community Core and Enterprise deployments for live data analysis and streaming workflows.

Violett MCP Server

A Model Context Protocol server that provides tools for fetching and posting HTTP data, with built-in prompts for URL summarization and API analysis.

Trezoa Development MCP Server

Provides tools and prompts for Trezoa blockchain development, including RPC methods for querying account balances, transaction data, and account information on the Trezoa network.

gget-mcp

An MCP server for the gget bioinformatics library that enables AI assistants to perform complex genomics queries, including gene sequence retrieval, BLAST alignments, and protein structure predictions.

Reports MCP Server

Enables management of penetration testing reports and vulnerabilities through a REST API, supporting CVSS 3.1 scoring, HTML formatting, and secure JWT authentication for comprehensive security assessment documentation.

IBM AS400 ISeries MCP Server

This project implements a customizable MCP server to execute RTE protocol. The intention of this project is to be easily extensible. You can add your own MCP tools by using RteUtils class. Also is needed to define the RTE connection parameters and the RTE flow in a yaml format.

MCP Server Framework

A general-purpose MCP server that provides utility tools for echo, date/time, and file operations within Claude Code and Claude Desktop. It functions as an extensible framework designed to help developers easily build and register custom Python-based tools.

Replit MCP Server

Enables AI assistants to interact with Replit workspaces directly, including managing repls, file operations, environment variables, and deployments without constant user intervention.

Perplexity-Comet-MCP

Connects Claude Code to the Perplexity Comet browser to enable autonomous web browsing and agentic research. It features multi-tab management, smart completion detection, and a specialized tool set for organized information retrieval.

MCP Time Server

Gương của

MacroOracle

US Macro Economic Intelligence MCP — 8 tools for Fed rates, inflation, yield curve, labor market, GDP via FRED. Part of ToolOracle.

Discord Cloud MCP

Provides full Discord API access via the Model Context Protocol, allowing users to manage servers, messages, channels, and webhooks through MCP clients. It is specifically designed for deployment on Cloudflare Workers to facilitate remote bot control.

live2d-mcp

A simple MCP server that implements a note storage system allowing users to add and summarize notes with customizable detail levels.

Gemini Data Analysis & Research MCP Server

Một máy chủ Giao thức Bối cảnh Mô hình (Model Context Protocol) tận dụng Gemini Flash 2 của Google để phân tích bộ dữ liệu, tạo ra các bài nghiên cứu và gửi kết quả qua email.

ERPNext MCP Server

Enables comprehensive interaction with ERPNext systems through natural language, providing secure access to any document type (customers, items, invoices, etc.) with enterprise-grade permission controls and audit logging.

Vendure MCP Server

A standalone server that enables programmatic interaction with Vendure CLI commands, allowing external MCP clients to automate and integrate with Vendure e-commerce projects through command execution and project analysis.

doc-bot

Provides AI assistants with intelligent access to project documentation and API references through smart search, contextual rules, and Docset integration. Enables AI to understand project-specific conventions, patterns, and official framework documentation without token limits.

MCP Obsidian MongoDB Server

A Model Context Protocol server that connects Cursor AI IDE with Obsidian notes and MongoDB, creating an integrated knowledge management system with real-time synchronization and search capabilities.

MCP Weather Server Demo

Fetches current weather information for any city using the Open-Meteo API through a simple MCP tool interface.

pagecast

Record any browser page as GIF or video via MCP — powered by Playwright + ffmpeg

Custom PDF MCP Server

A server designed for processing PDF documents, enabling text extraction, table data retrieval, and metadata collection from local files. It allows users to scan directories for PDFs and read specific pages, specifically optimized for thesis literature analysis.

spotify-mcp

This is a 93-tool Spotify MCP server for Claude, Cursor, and any MCP client. Smart shuffle, vibe analysis, natural language search, artist networks, and more.