Discover Awesome MCP Servers

Prospect Research MCP Server

Enables prospect research through semantic web search, webpage scraping, and batch search using multiple APIs.

mcp-server-database

Provides tools for interacting with relational databases (PostgreSQL, MySQL, SQLite), enabling SQL queries, schema inspection, and migration execution.

Instagram MCP Server

MCP server that connects AI agents to Instagram for reading statistics, insights, and comments via the official Meta Graph API.

MCP Iceberg Catalog

Claude에서 Apache Iceberg 카탈로그와 상호 작용하고, LLM 프롬프트를 통해 데이터 레이크 검색 및 메타데이터 검색을 가능하게 하는 MCP 서버.

OpenProject MCP Server

Enables interaction with self-hosted OpenProject instances through the MCP protocol, supporting CRUD operations for projects and tasks (work packages) with pagination and filtering capabilities.

mbox-mcp

Reads and searches local email archives (.mbox or .eml) with full MIME parsing, enabling queries about senders, subjects, dates, and bodies while keeping all data on your machine.

Shanghai Disney MCP Server

Provides real-time ticket pricing and availability information for Shanghai Disney Resort through the Model Context Protocol. It enables LLMs to query sales status and specific costs for one-day and two-day passes.

Relay

A keyboard-first API client that stores requests and environments as plain files, and exposes its workspace over MCP so agents can browse, send, and create requests with vault access.

freeagent-cloudflare-mcp

Gives Claude access to a FreeAgent company, enabling read and write operations on contacts, projects, invoices, bills, and bank transactions with journaled undo support.

productivity-suite-mcp

AI-powered text formatting and summarization tools for development workflows. Zero-install Streamable HTTP transport — no binary, no npm required.

RAG Document Server

Enables semantic search and question-answering over uploaded documents using vector embeddings and Google AI. Supports document organization with tags, section-aware queries, and hierarchical markdown structure preservation.

Coyote MCP Server

An MCP server that provides easy setup and configuration for multiple AI development environments including Claude Desktop, VS Code, and Windsurf. Offers automated installation scripts and manual configuration options for seamless integration across different MCP-compatible clients.

Steam游戏资讯Agent

基于MCP和LLM的游戏资讯智能体，支持查询Steam排行榜、总结游戏新闻和发送邮件简报。

Dedicated Mac Mini AI Bot Setup MCP

Enables founders to evaluate and purchase a managed AI operator running on a dedicated Mac mini, with tools to retrieve offer details and queue status.

Compact Prompt

This MCP server compacts prompts to save on token usage.

Notebook MCP

Provides AI assistants with deep semantic and runtime understanding of Jupyter notebooks.

kadlint-mcp

Exposes a check_ad_copy tool over stdio for LLM assistants to lint Korean cosmetics and health-food marketing copy for prohibited claims.

mcp-video-recognition-bilibili

Analyzes images, audio, and video using Google's Gemini AI, with support for downloading videos from URLs such as Bilibili and YouTube.

Vibe Coder MCP

자연어 상호작용을 통해 연구, 계획, 코드 생성, 프로젝트 스캐폴딩을 가능하게 하여 AI 어시스턴트의 소프트웨어 개발 능력을 강력한 도구로 강화하는 MCP 서버입니다.

jira-worktrack-mcp

A zero-dependency MCP server that answers common questions about Jira work, such as what is assigned to me, standup status, sprint health, and more, without returning raw issue JSON.

Wireshark MCP Server

Provides AI assistants with direct access to Wireshark network analysis capabilities, enabling live packet capture, PCAP file analysis, protocol statistics, and network monitoring through a secure MCP interface.

mcpreg

Wraps any MCP server and exposes introspection tools (list, get, query) for registered tools, enabling clients to inspect tool schemas even when the underlying SDK lacks list_tools().

PyMCP Kit

A capability-first MCP server toolkit for FastAPI that supports Streamable HTTP and stdio transports, with registries for tools, prompts, and resources, plus optional auth hooks and task management.

OBSBOT Camera MCP Server

Enables PTZ camera control with gimbal positioning, snapshots, and AI visual analysis for OBSBOT and UVC cameras. Supports autonomous scanning patterns and integrates with vision-language models for real-time camera analysis.

mcp-defold

This MCP server drives Defold games through an in-game debug bridge, allowing MCP clients to build, launch, playtest, and interact with real game builds via tools for input, screen reading, state, and logs.

HPE OneView MCP Server

Enables AI agents to manage HPE OneView infrastructure through the REST API, including server hardware operations, power control, profile management, and network/storage configuration.

MSSQL Database MCP Server

Enables AI assistants to securely interact with Microsoft SQL Server databases to query data, inspect schemas, and retrieve metadata with read-only operations by default and optional write capabilities.

reddit-ads-mcp

A self-hosted MCP server for the Reddit Ads API v3, enabling reading ad accounts, campaigns, ad groups, ads, and performance reports, with optional write support for pausing/activating, budgeting, patching, and creating entities.

SourceTap

Enables AI assistants to query and search library documentation from GitHub repositories or web pages using RAG and web scraping.

Weather MCP Server

Provides weather forecast and alert information for US locations using the National Weather Service API. Enables users to get detailed weather forecasts by coordinates and retrieve active weather alerts by state.