发现优秀的 MCP 服务器

MCP Playwright Browser

Exposes Playwright-powered automation tools to AI assistants for navigating web pages, interacting with elements, and extracting structured data. It features specialized scrapers for Indeed and Google Search, along with stealth mode to bypass bot detection.

google-scholar-mcp

Enables AI assistants to search and analyze Google Scholar publications, authors, citations, and download papers.

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.

mcp-forge

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

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.

local-expense-tracker

A local MCP server for tracking personal expenses using SQLite, enabling users to add, list, and summarize expenses via natural language.

DevRev MCP server

镜子 (jìng zi)

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.

3xpl.com JSON API MCP server

一个模型上下文协议（MCP）服务器，用于使用 3xpl.com JSON API 查询来自 48 个区块链的数据。

ickyMCP

RAG-powered document search server that enables semantic search across large collections of legal and business documents (PDF, Word, Excel, PowerPoint) using local embeddings with no API costs.

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.

sample-mcp-server

好的，这是将 "Official tutorial create MCP Server using TypeScript SDK" 翻译成中文的几种方式，根据语境略有不同： **最直接的翻译：** * 使用 TypeScript SDK 创建 MCP 服务器的官方教程 **更自然的翻译，强调教程的性质：** * 官方教程：使用 TypeScript SDK 创建 MCP 服务器 **如果 MCP 是一个缩写，并且你知道它的全称，可以替换它，例如：** * 官方教程：使用 TypeScript SDK 创建 多人协作平台 (MCP) 服务器 **选择哪个翻译取决于你希望强调的内容以及你对 MCP 的了解。** 总的来说，最简洁和常用的翻译是： **使用 TypeScript SDK 创建 MCP 服务器的官方教程**

FAA Delays MCP

Provides live US airport operational status and delay data from the FAA, free and without authentication.

mcp-system-monitor

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

Brand Images → Notion

Enriches Claude with tools to generate brand-consistent images using OpenAI's gpt-image-2 and upload them directly to Notion pages.

Elasticsearch MCP Server

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

PriceAtlas MCP Server

Enables AI assistants to track global food prices, search products by barcode or name, and compare costs across 27 countries. It provides tools for real-time price scraping and data aggregation from major international supermarket chains.

kaval

Freshness gate for AI agents: verify a belief is still true against the live world before you act.

Qwen Vision MCP Server

Enables to analyze local images or remote URLs using Alibaba Qwen3.7-plus vision model via DashScope's Anthropic-compatible endpoint.

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.

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.

qca-agent-mcp

Exposes eight QCA (quantum calibration) tools via a standards-based MCP stdio server for MCP-compatible agents to interact with backend status, experiments, schemas, parameters, dry-runs, history, and arrays.

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.

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.

personal-fitbit-mcp-server

Enables AI assistants to access and analyze Fitbit health data (activity, sleep, heart rate, weight, profile) via natural language through the Fitbit Web API.

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.

screenplaywriter-mcp

An MCP server for reading, writing, and analyzing screenplays in Fountain format. It parses screenplays into structured data, edits scenes, generates character reports and production breakdowns, and writes proper Fountain syntax.

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.

rugguard-mcp

MCP server for RugGuard, enabling AI agents to perform pre-trade rug checks on tokens, with paid tools for token scanning and pre-trade verification, and a free metrics resource.

mcp-slim-proxy

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