Discover Awesome MCP Servers

AgentMail

AI 에이전트에게 즉석에서 받은 편지함을 제공합니다. 에이전트/LLM은 격리된 받은 편지함에서 메일을 보내고, 받고, 조치를 취할 수 있습니다. Gmail과는 달리 AI를 위해 구축되었습니다. agentmail.to에서 확인해 보세요.

mcp-nationalize

Predicts nationality from a first name using the nationalize.io API. Requires no authentication.

warmstart

An MCP server that exposes a verified manifest of a repository's development commands, allowing AI coding agents to instantly learn the correct dev loop without trial-and-error.

MCP-AppleScript

A local MCP server that provides a secure bridge for automating macOS applications like Notes, Calendar, and Mail through AppleScript. It uses template-based execution and policy-based allowlists to enable safe, structured interaction with system tools.

ppxc-leads-mcp

Enables AI agents to discover high-intent leads from social media comments (Douyin, Xiaohongshu, Kuaishou) using PPXC's analysis engine, with tools for login, keyword search, and lead management.

Elasticsearch MCP Server

Enables interaction with Elasticsearch clusters for health checks, index management, document CRUD operations, and search via natural language.

zhihu-mcp

Enables AI agents to search, read, and analyze Zhihu content including questions, answers, comments, and user activities through the MCP protocol.

google-calendar-mcp

Enables natural language interaction with Google Calendar, including creating, updating, deleting events and managing recurring events through MCP.

zhenghe-mcp

Enables AI agents to interact with the ZhengHe system on Base mainnet: query NAV, construct payment routing transactions, vault deposits/withdrawals, and bind affiliates for revenue sharing.

mnemo

MCP server providing persistent, local-first memory for AI agents via Markdown files in a git repo, with search, branching, and auditability.

Constrained Optimization MCP Server

Enables solving complex combinatorial optimization problems with logical and numerical constraints through multiple solvers (Z3, CVXPY, HiGHS, OR-Tools). Specializes in portfolio optimization, scheduling, resource allocation, and constraint satisfaction problems.

Rememberizer MCP Server

Enables interaction with Rememberizer.ai knowledge repositories to search, retrieve, and store information across sources like Slack, Gmail, and Google Drive. It supports semantic search and agentic queries to access and manage personal or team internal knowledge.

big-mailer

MCP server for the big-mailer self-hosted email platform, exposing 93 tools to manage subscribers, consent, sequences, broadcasts, segments, and Stripe reconciliation via natural language.

linear-local-mcp

Enables fast, local-only read access to Linear data via the macOS cache, allowing listing, searching, and filtering issues, users, teams, and states without API calls.

Instagram

Lets you publish photos, videos, carousels, Reels, and Stories via the official API, manage comments and DMs, and pull profile and media insights. The Advanced plan also enables following, unfollowing, liking, and viewing stories.

mcp-forge

A FastAPI-style framework for building MCP servers in Python, enabling declarative tool definitions with automatic schema validation and multiple transport options.

mcp-system-monitor

Enables Claude to monitor CPU, memory, disk, processes, network connections, Docker containers, and system logs for system diagnostics and troubleshooting.

MCP Café

Simulates technical discussions with various agent profiles to help solve engineering problems through coffee breaks, walks, or showers.

dld-mcp

Enables querying 1.6M+ Dubai Land Department sales transactions and 9.5M+ Ejari rental contracts with flexible filters by area, property type, bedrooms, and date range.

nvim-editor-mcp

MCP server bridging tool calls to Neovim editor actions via RPC. Enables AI agents to open files, run Lua, manage quickfix lists, fetch diagnostics, and send notifications.

ctxdebug

MCP server that connects WinDbg, IDA Pro, and x64dbg to AI assistants for reverse engineering and Windows security research, offering 160+ tools for debugging, analysis, and cross-debugger workflows.

Metro MCP

Enables users to interact with Washington DC Metro (WMATA) transit system through natural language queries. Provides real-time train arrivals, service alerts, station information, trip planning, and accessibility updates.

3dstreet-mcp

A Model Context Protocol server that lets Claude Desktop or Claude Code drive a 3DStreet scene running in your browser, enabling scene creation, editing, and geospatial features.

ShotFlow

An MCP server enabling AI-generated content orchestration by exposing vendor-agnostic tools for video, image, and audio generation through SOP-driven workflows.

fetch-guard

Fetch URLs and return clean, LLM-ready markdown with metadata and layered prompt injection defense. Configurable timeouts, word limits, JS rendering, and link extraction. All-in-one MCP server + CLI.

mcp-slim-proxy

An MCP proxy that minifies tool schemas to reduce context tokens, supporting minify and defer modes for efficient tool access.

3xpl.com JSON API MCP server

3xpl.com JSON API를 사용하여 48개 블록체인에서 데이터를 쿼리하기 위한 모델 컨텍스트 프로토콜(MCP) 서버

timedoctor-mcp

MCP Server for extracting Time Doctor time tracking data via AI assistants.

ROS2 Exec MCP Server

Enables execution of ROS 2 CLI commands through the Model Context Protocol, supporting configurable timeouts, working directories, and secure command whitelisting.

Smriti

Local-first persistent memory for AI agents via MCP, enabling semantic search and memory sharing across agents with zero cloud cost and full privacy.