发现优秀的 MCP 服务器

Document Extractor MCP Server

Extracts and stores documentation content from Microsoft Learn and GitHub URLs into PocketBase with full-text search, metadata preservation, and automatic collection management for easy retrieval and organization.

Wraith MCP Server

Provides an MCP-native agent browser that enables autonomous agents to perceive and interact with web pages through stealth browsing, identity borrowing, and WAAP detection.

Smart Appliance MCP

Enables discovery and control of smart appliances (TVs, media devices) on the local network through natural language, supporting providers like Roku, Google TV, and Home Assistant.

MCP Server

A Python backend implementing the Model Context Protocol with Azure OpenAI integration, enabling applications to interact with LLMs through a standardized interface with streaming capabilities.

Interactive Feedback MCP

Provides interactive user feedback capabilities for AI assistants, helping reduce excessive tool calls by prompting users for feedback before completing tasks.

BrandKit MCP

MCP for deploying BrandKit guardrails to LLMs across your organization.

agency-mcp-server

On-demand access to 150+ specialist AI agent templates — search, browse, and spawn agents. 150x reduction in context usage vs loading agents locally.

systems-thinking-mcp

Provides systems thinking models as composable analysis lenses for architecture, infrastructure, DevOps, incident analysis, and technical decision-making.

renpy-mcp

Enables AI assistants to create and manage Ren'Py visual novel projects, including adding labels and characters, validating syntax, and running projects via the Ren'Py SDK.

OPTIX: Operational Platform for Threat Intelligence Exploration

A standalone Python/FastAPI server that implements the Model Context Protocol (MCP) for the OPTIX threat intelligence platform. It exposes 26 analyst-friendly tools that AI assistants and programmatic consumers can use to query threat feeds, search documents and indicators, manage watchlists, triage IOCs, generate detection rules, trigger AI research, and produce intelligence reports.

Arcane Docker MCP Server

Enables managing Docker environments through Arcane via natural language, providing tools for containers, images, volumes, networks, and Docker Compose stacks.

SEFAZ GO DEC: Caixa Postal MCP

MCP server for consulting SEFAZ GO DEC Caixa Postal from official sources, enabling tax mailbox queries through natural language in MCP-compatible clients.

MCP AI Server

A modular tool that combines RAG-based retrieval with Pinecone vector storage to create intelligent assistants capable of answering domain-specific questions from your knowledge base.

google-suite-mcp

Read and write Google Sheets, Docs, Drive, and Apps Script from any MCP client. 82 tools with OAuth2 auth, tested against live Google APIs.

pesties-mcp

MCP server for Pesties.au pest control booking (Gold Coast, Logan, South Brisbane, Australia). 7 tools including signed quote tokens and two-phase booking commit.

mcp-gmail

MCP server that connects Claude with Gmail to read, send, delete, and manage messages and labels via the Google Gmail API.

ai-nikechan-mcp

MCP server to perform semantic and keyword searches across AI Nike-chan's public X posts and official website, with optional AI Gateway integration and vector index hosting on Vercel Blob.

CodeM

Okay, to translate "Coding MCP server that does things" into Chinese, we need to consider the context and the level of formality desired. Here are a few options, ranging from more literal to more natural-sounding: **Option 1 (Literal, but understandable):** * **编码一个能做事的 MCP 服务器** (Biānmǎ yī gè néng zuòshì de MCP fúwùqì) * 编码 (biānmǎ): Coding * 一个 (yī gè): a * 能 (néng): can, able to * 做事 (zuòshì): do things, work * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This is a direct translation and easily understood, but might sound a bit robotic. **Option 2 (More natural, emphasizing functionality):** * **开发一个能执行功能的 MCP 服务器** (Kāifā yī gè néng zhíxíng gōngnéng de MCP fúwùqì) * 开发 (kāifā): Develop, develop * 一个 (yī gè): a * 能 (néng): can, able to * 执行 (zhíxíng): execute, perform * 功能 (gōngnéng): function, features * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This option uses "开发" (develop) which is more common when talking about creating software. It also uses "执行功能" (zhíxíng gōngnéng) which means "execute functions" or "perform features," making it sound more professional. **Option 3 (Most natural, focusing on purpose):** * **编写一个实现特定功能的 MCP 服务器** (Biānxiě yī gè shíxiàn tèdìng gōngnéng de MCP fúwùqì) * 编写 (biānxiě): Write (code), program * 一个 (yī gè): a * 实现 (shíxiàn): realize, implement * 特定 (tèdìng): specific, particular * 功能 (gōngnéng): function, features * 的 (de): (possessive particle) * MCP 服务器 (MCP fúwùqì): MCP server This option uses "编写" (write code) and "实现特定功能" (shíxiàn tèdìng gōngnéng) which means "implement specific functions/features." This is the most natural and professional-sounding option. **Which one to choose?** * If you want a simple, easily understood translation, choose **Option 1**. * If you want a more natural and professional translation that emphasizes the server's functionality, choose **Option 2**. * If you want the most natural and professional translation that focuses on implementing specific features, choose **Option 3**. Therefore, **Option 3 is generally the best choice** for most situations.

fb-messenger-mcp

MCP server for interacting with Facebook Messenger API, enabling message sending, receiving, and management through natural language.

hybrid-recall

A local MCP server enabling hybrid search over documents, memory, and knowledge graphs for retrieval-augmented generation, with tools for SQLite, semantic memory, and entity-relationship queries.

Jira MCP Server

Provides AI assistants with tools to query, filter, and analyze JIRA issues stored in Snowflake, enabling natural language interaction with issue data.

slskd-mcp

An MCP server that gives AI agents full control over slskd, a modern Soulseek client, enabling search, download, browse peers, monitor transfers, and manage the slskd instance.

Example MCP SSE Server

A Model Context Protocol server that enables real-time communication using Server-Sent Events (SSE), providing standardized model management and resource templating capabilities.

Obsidian MCP Server

Enables AI assistants to interact with Obsidian vaults for creating, reading, searching, and managing notes, daily notes, TODOs, session reports, and backlinks through both stdio and HTTP/SSE transports.

paperops

An observability control plane for Paper's MCP that acts as a passive proxy to meter, attribute, and live-stream every tool call with budgets and a real-time dashboard.

cybersec-mcp

Enables Claude or any MCP-compatible client to execute cybersecurity workflows like incident response, cloud audits, and pentests by calling tools with 323 prompts across 8 categories.

pymupdf4llm-mcp

MCP server for exporting PDF to markdown, optimized for LLM consumption.

datacloud-code-mcp

A Salesforce Data Cloud MCP server using Cloudflare Code Mode, enabling agents to discover and execute Data Cloud operations via a two-step search-and-execute loop with JavaScript code.

Symbols Awakening MCP

A symbolic reasoning engine that enables symbolic ontology operations through an MCP server.

nmap-mcp

A Model Context Protocol (MCP) server that provides comprehensive network scanning capabilities using nmap.