Discover Awesome MCP Servers

AgentExecMPC

A FastMCP server that enables AI agents to safely execute shell commands, run code in Python/Node.js/Go, and install packages, all packaged in Docker for secure deployment.

all-agents-mcp

Enables orchestrating multiple AI CLI agents (Claude Code, Codex, Gemini CLI, Copilot CLI) through a unified MCP interface for task delegation, cross-agent comparison, and specialized tools like code review and debugging.

mcp-server-outline

Enables interaction with the Outline knowledge base API, allowing search, document and collection management, comments, and more.

Yahoo Finance MCP Server

Enables querying Yahoo Finance data including stock prices, historical data, financial statements, dividends, news, analyst recommendations, and company information through the yfinance library.

jupyter-rmcp

A self-hosted MCP server providing Claude with an interactive Jupyter environment, including real kernels, persistent notebooks, and optional GPU offload to Google Colab.

Google Drive MCP Server

An MCP server that enables integration with Google Drive through a service account to list files and retrieve detailed file metadata. It allows users to browse and inspect Drive contents using natural language via the Model Context Protocol.

MCP I18n Extractor

i18n 번역을 돕는 MCP 서버

Mcp Npm_docs Server

성능 향상을 위해 로컬 캐시를 사용하는 NPM 패키지의 메타데이터 및 문서 (README 콘텐츠 포함)를 가져오는 도구를 제공하는 MCP 서버입니다.

fifa-public-api-mcp

Enables querying FIFA competitions, fixtures, results, and live match data through the FIFA Public API without authentication.

Tesouro Direto MCP Server

Enables natural language access to Brazilian treasury bond data through the Tesouro Direto API. Query market data, bond details, and search bonds by type, maturity, and other criteria.

AWS Athena Cost MCP Server

Analyzes AWS Athena query costs by comparing baseline vs spike periods, querying PostgreSQL, and extracting patterns from expensive queries.

@gapup/mcp-knowledge

Provides access to 9 AI executives offering board-ready business intelligence, competitor analysis, trend monitoring, and more via agent-payable endpoints.

MCP Filesystem Server

AI 모델이 엄격한 경로 유효성 검사를 통해 파일 및 디렉터리 작업을 수행할 수 있도록, 미리 정의된 디렉토리 내에서 제어된 파일 시스템 접근을 제공하는 안전한 모델 컨텍스트 프로토콜 서버.

PDF Manipulation MCP Server

Enables PDF manipulation including text, images, annotations, form fields, page operations, and metadata through natural language.

AgentBrowser

A semantic browser runtime for AI agents that replaces raw HTML with structured data and dynamic, page-specific tools. It features built-in site memory and automated bot detection bypass to enable efficient, self-healing web automation.

News Crawler MCP Server

Enables crawling news articles by category (politics, economy, society, etc.) and generates blog-ready markdown summaries. Provides MCP tools for listing categories, crawling news, getting article details, and saving to files.

concord-mcp

Enables MCP clients to look up Bible verses, perform semantic search, and access original-language word study through a local Concord instance, providing accurate citations and honesty about uncertainty.

Apache Airflow MCP Server

Enables inspection and management of Apache Airflow DAGs, runs, and logs across multiple instances. It provides tools for monitoring workflows and performing gated write operations like triggering DAGs or clearing task instances.

onenote-mcp

An MCP server that lets you talk to your OneNote notebooks, enabling search, reading, creating, and managing pages, sections, and notebooks via natural language. It connects directly to Microsoft Graph from your own computer, so your notes and credentials never leave your machine.

KQL MCP Server

Enables AI assistants to query and analyze data in Azure Data Explorer, Log Analytics, and Microsoft Sentinel using Kusto Query Language (KQL) through tools, resources, and prompts.

Upstox MCP Server

A MCP server exposing Upstox market, technical, and account data as MCP tools for AI agents.

gmail-sorter

Enables sorting and managing Gmail messages using multi-agent Claude Code. Provides MCP tools for Gmail operations like listing unread emails and creating labels.

PDF Inspector MCP Server

Inspects local PDF files, extracting text, counting pages, and performing OCR on scanned PDFs using standard libraries.

mcp-server-agent-comm

Enables multi-agent communication between AI agents via MCP tools with real-time message routing, admin control, and dual-language support.

Unstructured API MCP Server for Research Paper Data Processing

Unstructured MCP 해커톤을 위한 GitHub 레포지토리입니다.

lol-mcp

A FastMCP server that exposes REST API endpoints as Model Context Protocol tools for AI agents. It provides a template for wrapping upstream APIs and includes deployment support for Docker and OpenShift.

Scrapy MCP

A general-purpose MCP server for crawling and extracting structured data from any website. Supports tools for crawling, single-page extraction, search-and-crawl, and schema extraction.

Withings MCP Server

Enables access to Withings Health API data including body measurements, activity tracking, sleep analysis, workouts, and heart rate monitoring through OAuth2 authentication.

Hats Protocol MCP Server

Enables management of decentralized organizational roles and permissions through Hats Protocol across multiple blockchain networks. Supports creating hierarchical role structures, checking permissions, minting/transferring roles, and analyzing organizational structures through natural language.