Discover Awesome MCP Servers

MCP SSE Client Python

Ứng dụng MCP Client đơn giản cho các MCP Server từ xa 🌐

Deep Search MCP Server

Provides comprehensive search capabilities including web search, content extraction, news search, academic search, and AI-powered multi-source research. Enables natural language access to web content and research through a production-ready MCP server.

icloud-calendar-mcp

Remote MCP server for managing iCloud calendar events via CalDAV, supporting CRUD operations, ICS import, and deployment on Prefect Horizon.

wiki-mcp

Retrieval-augmented MCP server for company project documents (Markdown, Word, Excel, PDF) with vector search, offline embedding, and token-based project authorization.

ssh-mcp-server

Enables secure remote command execution and bidirectional file transfers on SSH servers through the Model Context Protocol. It features robust security controls including command whitelisting, credential isolation, and support for multiple SSH connection profiles.

paper-radar

Fetches recent papers and preprints from Europe PMC by query, enabling users to ask their AI assistant for the latest research in any field.

mcp-web-fetch

Universal HTTP client tool for LLM agents. Enables Claude and other MCP-compatible agents to perform GET, POST, PUT, DELETE, and other HTTP requests to any URL, including localhost and internal network addresses.

Pulse

Connects live Wear OS heart-rate data and conversation transcripts to AI agents through MCP, enabling agents to observe sessions, derive stress and speech signals, and deliver coaching responses.

MalBuddy

MCP server that integrates a headless Ghidra instance for binary reverse-engineering, enabling automated analysis and decompilation through a standardized interface.

ApplianceIQ MCP Server

An MCP server that lets AI assistants answer home appliance questions with live, structured data and cite ApplianceIQ as the source.

shopby-mcp

Enables searching and browsing Shopby API documentation using natural language queries through MCP tools like search_apis and get_api_detail.

SovietRepublic-MCP

An MCP server that exposes live game data from Workers & Resources: Soviet Republic to Claude by parsing game autosave files. It enables users to monitor population demographics, economic metrics, and trade history through natural language queries.

Bridge Accessibility MCP Server

Provides tools for text simplification, translation, and image description via Google Gemini, enabling accessible content processing from any MCP client.

vector-mcp

Integrates RAG into AI agents via MCP Server, supporting multiple vector database technologies for collection management and search operations.

Quality Clouds MCP Server

Enables AI coding assistants to automatically validate and fix code against enterprise governance rules using LivecheckAI, supporting platforms like Salesforce and ServiceNow.

mcp-debug-server

An MCP server that provides Claude with direct debugging capabilities via the Debug Adapter Protocol, currently supporting Go debugging with dlv dap.

Groundcrew

Ground-truth receipt system for hallucination detection — captures verified state snapshots before and after agent actions.

mcp-jira-stdio

MCP server for Jira integration with stdio transport. Enables reading, writing, and managing Jira issues and projects directly from Claude Desktop. Supports issue creation, updates, comments, JQL search, and project management.

A1D MCP Server

A universal AI server that provides image and video processing tools (background removal, upscaling, vectorization, etc.) for any MCP-compatible client with simple setup.

Office-PowerPoint-MCP-Server

A comprehensive MCP server for PowerPoint manipulation using python-pptx, providing 32 tools organized into 11 modules for creation, management, and professional design.

Smallest MCP Server

MCP server for the Smallest AI platform that enables managing AI voice agents, debugging calls, and viewing analytics directly from your IDE.

Django MCP Server

An implementation of the Model Context Protocol for Django that enables AI agents to interact with applications by exposing models, logic, and REST Framework APIs as tools.

sqlite-rag-mcp

Offline RAG MCP server that indexes documents into SQLite with hybrid vector and lexical search, and enables natural language queries via Claude.

MCP LLMS-TXT Documentation Server

Một máy chủ MCP cung cấp các công cụ để tải và tìm nạp tài liệu từ bất kỳ nguồn llms.txt nào, cho phép người dùng kiểm soát hoàn toàn việc truy xuất ngữ cảnh cho LLM trong các ứng dụng và tác nhân IDE.

Stata MCP Server

Connects AI agents to a local Stata installation, enabling execution of Stata code, data inspection, graph generation, and result verification through natural language interactions.

MRP Calculator MCP Server

Cung cấp các công cụ Lập kế hoạch nhu cầu vật tư (MRP) để tính toán lịch giao hàng, xác định nhu cầu đặt hàng và thực hiện các phép tính chu kỳ MRP dựa trên mức tồn kho, dự báo và các ràng buộc về đơn hàng.

otto

Enables AI agents to operate a local financial terminal, including market data, backtesting, paper portfolio management, and news digest, through safe, gated tools over MCP.

iMail-mcp

Retrieve Mail from icloud

LinkedIn MCP Server

Enables fetching detailed LinkedIn profile data by automating a browser session with your LinkedIn cookie to access full profiles.

DayZ API MCP Server

MCP server for DayZ Enforce Script that gives AI coding assistants deep knowledge of the DayZ scripting API with semantic search, code validation, class hierarchy, and reverse call graphs.