发现优秀的 MCP 服务器

scream-life

An MCP server that captures and stores user decisions during AI-agent interactions, offering structured decision memory, cognitive bias detection, and personalized advice from historical patterns.

Jira 9.12.14 MCP Server

Enables AI models to search Jira issues using JQL and retrieve issue details through the Jira 9.12.14 API.

Cmmv Mcp

用于 CMMV 的模型上下文协议 (MCP) 模块

SEO Analytics MCP Server

Enables querying Google Analytics 4 traffic, engagement, and conversions, as well as Google Search Console performance, index status, and sitemap management.

docs-mcp-server

一个模型上下文协议（MCP）服务器，用于抓取、索引和搜索第三方软件库和软件包的文档，支持版本控制和混合搜索。

Ultimate Google Docs & Drive MCP Server

Connects Claude Desktop to Google Docs and Google Drive, enabling comprehensive document reading, writing, formatting, structuring, and complete Drive file management including shared drives support through OAuth 2.0 authentication.

Apple Reminders MCP

Enables model-controlled read/write access to macOS Reminders, including lists, reminders, dates, repeats, early reminders, priority, flags, notes, and URLs.

Nextcloud Task MCP Server

Enables managing Nextcloud tasks through natural language, including creating, updating, completing, and deleting tasks.

OpenAI WebSearch MCP Server

Provides intelligent web search capabilities using OpenAI's reasoning models, enabling AI assistants to fetch up-to-date information with smart reasoning.

MCP Database Server

一个 MCP (模型上下文协议) 服务器，它使 LLM 能够访问和了解数据库。 (Or, a slightly more formal/technical translation:) 一个 MCP (模型上下文协议) 服务器，为 LLM 提供对数据库的访问权限和相关知识。

data-marketplace-mcp-server

Enables discovery, governance, access, and publishing of data products in an internal data marketplace, with integration for Cloudera AI Workbench and Apache Atlas.

HGB Basel MCP Server

Provides access to the Historisches Grundbuch Basel corpus, enabling users to search and retrieve historical documents, persons, and property dossiers through natural language.

HackMD MCP Server

Enables interaction with HackMD via its API to manage personal and team notes. It supports listing, reading, creating, updating, and deleting notes, as well as accessing user history and profile information.

Run It on AI

Read-only MCP connector that serves the Run It on AI book. The index and Implementation Blocks are free; full chapters and playbooks unlock with a license key included with the book.

domain-mcp

MCP server for checking domain name availability via RDAP and WHOIS fallback, supporting single and bulk domain lookups.

CSV MCP Server

Enables comprehensive CSV file management including creating, editing, analyzing, and transforming CSV data anywhere in the filesystem. Provides statistical analysis, data validation, filtering, and grouping capabilities through MCP protocol over stdio transport.

Twitter Marketing MCP

Enables Twitter/X marketing automation, including tweet search, account analysis, trending topics, and optional AI-generated tweets and scheduling.

Zendesk MCP Server by Fruggr

A Model Context Protocol (MCP) server that connects LLMs to the Zendesk Support & Help Center APIs — with per-user OAuth 2.1 PKCE authentication and fine-grained tool visibility controls.

Ragie Model Context Protocol Server

镜子 (jìng zi)

mcp-ssh-wrapper

A minimal MCP server that executes commands on remote hosts by delegating to the local ssh binary, supporting batch-mode execution and optional timeout.

Dictionary By Api Ninjas

Provides dictionary lookup functionality through the API Ninjas Dictionary API, allowing users to search for word definitions and meanings through natural language queries.

deepseek-vision-mcp

Adds image understanding to text-only coding agents via two tools: describe_image for detailed descriptions and describe_ui for structured UI reports.

Prediction Markets MCP Server

Unified access to prediction market data from Kalshi and Polymarket, enabling natural language queries for real-time odds, orderbooks, and trade history.

VAST DB MCP Server

Enables AI agents to securely query VAST Data databases for schema, metadata, and sample data via read-only SQL and MCP resources.

excalidraw-export-mcp

An MCP server that enables exporting Excalidraw .excalidraw files to PNG or SVG format, with support for batch export and metadata retrieval.

miel-ruben MCP Server

Enables AI assistants to manage an online store for honey and beekeeping products, including order tracking, inventory updates, sales stats, and invoice resending via the Model Context Protocol.

My MCP Server

A secure file management MCP server enabling file operations like listing, reading, creating, renaming, moving, copying, deleting, and searching within a restricted workspace.

TokenLighten

Local-first MCP toolkit that provides coding agents focused repository context via read_file, search_files, and edit_file tools, reducing token usage and task cost.

Cloudzero Model Context Protocol Server

一个服务器，允许用户通过大型语言模型，使用自然语言查询和分析来自 Cloudzero 的云成本数据。