Discover Awesome MCP Servers

review-assist

Captures a coding agent's session into an Intent Document, enabling guided and verifiable pull-request reviews on GitHub.

e2a MCP

Authenticated email service MCP for AI agents.

codex-mcp-todo-assistant

An MCP server that provides todo management tools (add, list, complete, clear, summarize) and a resource for reading all todos, enabling Codex or other MCP clients to organize and track tasks via natural language.

pythia-the-oracle

An oracle for machines that need to think sideways. Feed it a creative problem; it returns something you can't quite explain but can't stop using. Three free consultations.

RAPT.io MCP Server

Enables monitoring and controlling KegLand RAPT fermentation chambers and RaptPill hydrometers through the RAPT.io API, including temperature control, PID configuration, and telemetry retrieval.

Weather Query MCP

Cursor AI 어시스턴트를 통해 사용자들이 전 세계 도시의 날씨 정보를 조회할 수 있도록 하는 간단한 MCP 서비스.

kiro-ibmi-mcp-bridge

Bridges AI with IBM i systems for source code management, SQL queries, and schema inspection via MCP.

email-mcp-server

sending mail automatically

korea-investment-mcp

Provides real-time Korean stock market data, including stock prices, rankings, investor trends, and derivatives, via the Korea Investment & Securities OpenAPI. Enables AI models to query and analyze Korean financial data through natural language.

paper-search-mcp

A MCP server for searching and downloading academic papers from arXiv, PubMed, bioRxiv, and more. It integrates with LLMs like Claude Desktop for paper discovery.

Image Processor MCP Server

A powerful Model Context Protocol (MCP) server for image processing, designed to empower AI models with advanced image manipulation capabilities.

FGCLIP-MCP

MCP server for FG-CLIP embedding services enabling multi-modal similarity computation for text and images.

Annal

Semantic memory server for AI agent teams. Stores, searches, and retrieves knowledge across sessions using pluggable vector backends with local ONNX embeddings, exposed as an MCP server.

BioNext-mcp

Enables bioinformatics analysis through natural language conversations with Claude Desktop, automatically generating and executing Python scripts to produce HTML reports and visualizations.

Grove

An open-source MCP server that makes your Obsidian vault accessible from any AI client with hybrid search, read/write, and graph analysis capabilities.

google-services-mcp

MCP server that gives AI agents direct access to Google services including Gmail, Calendar, Drive, and more, with multi-account OAuth support. Enables reading and sending email, managing calendar events, and interacting with Google files through natural language.

glpi-mcp

Enables AI assistants to manage GLPI inventory, tickets, and CIA security fields via its REST API.

Motion MCP Server

Bridges Motion's AI-powered calendar and task management platform with LLMs using the Model Context Protocol. It enables users to manage tasks, projects, and schedules through natural language conversation on desktop, web, and mobile.

Zügli MCP Server

Provides real-time Swiss railway information including departures, connections, train composition, occupancy forecasts, disruptions, and pricing, accessible via natural language in over 100 languages.

sens

Provides MCP tools for Claude Code to query a project's codebase via a compact index, reducing token usage and context bloat by enabling symbol lookup, usage tracking, and dead-code detection.

HackerOne MCP

Connects Claude to the HackerOne Hacker API, enabling program listing, scope retrieval, report management, and balance checks via natural language.

Planetary Computer MCP Server

A Python MCP server that provides unified access to satellite and geospatial data through natural language queries, with automatic place name geocoding and support for raster, vector, and Zarr formats.

zephyr-mcp

Enables reading test cases and test steps from Zephyr Scale using the Zephyr Scale API.

Taiwan Tender MCP

Enables users to search and retrieve detailed information about Taiwan government procurement tenders through the Government Electronic Procurement System API. It supports searching tenders by keyword, category code, date, and government unit.

MCP Code Validator

A TypeScript MCP server that validates codebases against configurable rules. It analyzes files for violations and generates JSON reports, supporting custom rule definitions and file extensions.

LinkedIn MCP Server

AI 어시스턴트가 모델 컨텍스트 프로토콜을 통해 LinkedIn 데이터와 상호 작용할 수 있도록 하여 프로필 검색, 채용 정보 검색, 메시지 전송 및 네트워크 분석을 가능하게 합니다.

DMARC Examiner MCP

Connects DMARC monitoring data to AI assistants to facilitate the analysis of email security reports, domain details, and statistics. It allows users to manage security alerts, export report data, and monitor email authentication health through natural language commands.

@chainpayto/mcp-server

Enables AI agents to directly operate ChainPay cryptocurrency payment system, including order creation, balance checks, and withdrawals.

Katzilla MCP

Unified API for Government Data and Web Scraping

Svg/icons MCP

Enables AI coding tools to search, inspect, recommend, and export SVG icons from svgicons.com for use in design systems, frontend projects, and AI-assisted workflows.