发现优秀的 MCP 服务器

Real Estate Listing MCP

Real Estate Listing - MCP server providing AI-powered tools and automation by MEOK AI Labs

RyanNg

Cipher is an opensource memory layer specifically designed for coding agents. Compatible with Cursor, Windsurf, Claude Desktop, Claude Code, Gemini CLI, AWS's Kiro, VS Code, and Roo Code through MCP, and coding agents, such as Kimi K2.

taxformatter-mcp-server

Parse crypto exchange CSVs (Coinbase, Binance, Kraken, +11 more) and bank statement PDFs (Chase, BofA, +11 more) into Koinly, TurboTax, CoinLedger, or ZenLedger formats. Free tier: 25 files/month, no credit card required.

@memlane/mcp

Connects Memlane, your personal library of saved links and notes, to AI assistants via MCP. Enables semantic search, browsing, saving URLs, and managing notes and topics.

MCP Email Server

一个模型上下文协议服务器，它使大型语言模型（LLM）能够撰写和发送带有附件的电子邮件，以及在指定目录中搜索与给定模式匹配的文件。

appium-mcp-server

Provides Appium mobile automation capabilities to Claude and other MCP-compatible clients, enabling cross-platform iOS and Android automation, element interaction, and session management.

hyper-mcp

A fast, secure MCP server that extends its capabilities through WebAssembly plugins. Enables plugins written in any language to be distributed via OCI registries and run across cloud to edge.

MCP Memory

An MCP server that gives AI assistants persistent memory across conversations, storing and retrieving user preferences and behaviors using vector search.

Grok MCP Server

Enables interaction with the Grok AI through an MCP server, supporting chat completions, text completions, embeddings, and model operations with streaming capabilities.

Travel Planner MCP Server

Minimal TypeScript MCP server providing real flight and hotel search via SerpApi for a personal travel-planning agent.

wechatbot-mcp

MCP server that lets agents read and reply to WeChat messages, send text/media/files, and manage login via the official WeChat iLink Bot SDK.

Amazon Security Lake MCP Server

Provides structured access to OCSF-normalized security data stored in Amazon Security Lake, enabling AI assistants to search for IP addresses, GuardDuty findings, and explore available data sources.

n8n MCP Server

Enables AI assistants to access comprehensive n8n node documentation, properties, and operations for building workflow automations.

Google Calendar MCP Server

Enables AI assistants to manage Google Calendar by listing, creating, updating, and deleting events. It also includes functionality to find available time slots for scheduling.

OIC Monitoring MCP Server

Enables MCP clients to inspect Oracle Integration Cloud integrations, connections, runtime instances, errors, and flow logs through natural-language queries.

astra-mcp

MCP server for Astra's Companion API v2 that lets Claude and other MCP clients view and control a running Astra desktop music player, including playback, search, queue, favorites, and playlists.

pref_rj_rio_janeiro_multas_mcp

MCP server for querying official traffic fines data from Rio de Janeiro, Brazil, read-only and accessed via HTTP.

Kaiten MCP

MCP server and CLI tool for interacting with Kaiten project management API, optimized for token efficiency. Enables AI assistants to search, create, update, and manage tasks with minimal token usage.

glasz-mcp

Fetches glasz-style spec files (product.md, tech.md, test-plan.md, and INDEX.md) from GitHub repositories, enabling LLMs to answer questions about features, stories, and acceptance criteria without cloning or pasting files.

jamjet-labs/engram-mcp-server

Durable memory MCP server for AI agents. Temporal knowledge graph with hybrid semantic + keyword retrieval, LLM-powered fact extraction, conflict detection, and consolidation. Backed by SQLite or PostgreSQL. 11 MCP tools, 6 LLM provider backends. Part of JamJet.

Web Auth MCP Server

Enables executing HTTP requests with automatic browser-based authentication, supporting OAuth, form login, and cookie/session management.

server-ops-mcp

Enables AI tools to perform server operations such as log inspection, system monitoring, code management, Nginx and certificate management, with support for local and remote SSH modes and built-in security controls.

file-mcp

Windows-first MCP server for deterministic file writes with atomic create, replace, and structured edit operations, preserving encoding and newline styles.

my-first-mcp

A local MCP server that connects Claude Desktop to execute custom local code, such as generating custom greetings.

Outline Wiki MCP Server

Enables LLMs to interact with Outline wiki for document management, search, and collections, with optional AI-powered features including RAG-based Q\&A, semantic search, and document summarization.

Crescender MCP Server

Read-only MCP server that connects AI clients to Crescender's school asset, loan, member, and asset-comms API.

Odoo 18 MCP Server

Enables interaction with Odoo 18 (JSON-RPC API) via MCP, supporting model exploration, CRUD operations, and secure API key authentication.

ahk-mcp

Enables AI agents to control Windows systems using AutoHotkey v2 and the UI Automation accessibility tree for efficient, text-based computer interaction. It provides tools for window management, keystrokes, and UI inspection while significantly reducing token costs compared to screenshot-based approaches.

YouTube MCP

Enables YouTube video upload, metadata updates, thumbnail management, stats retrieval, and analytics via the YouTube Data API v3 and Analytics API using OAuth 2.0.

trovex

Indexes your repo's markdown into a canonical doc store, serving agents the single current doc per question via MCP to save tokens and keep all agents on the same source of truth.