发现优秀的 MCP 服务器

sakenowa-mcp-vercel

Enables querying Japanese sake data (prefectures, sakes, flavors, rankings) via MCP protocol, deployed as a Vercel serverless function.

sheets-mcp-server

An MCP server that lets AI agents read and write Google Sheets using the Google Sheets API v4.

mcp-toy

A toy MCP server for exploring Model Context Protocol capabilities, including resources, tools, and prompts.

mcp-graphql-enhanced

Enhanced MCP server for GraphQL with filtered introspection and full variable support.

agentwikis-mcp

Provides read-only access to curated, agent-readable knowledge bases from Agent Wikis, with tools for listing, searching, and reading documents, including a confidence flag for reliable information retrieval.

ProductBrain

Connects AI assistants to a team's product knowledge base, enabling search, capture, and navigation of glossary terms, business rules, decisions, and relations via MCP.

dashan-crm-mcp

Enables AI agents to manage Dashan CRM (customers, orders, products, etc.) via MCP with built-in safety constraints.

twitter-mcp

Twitter/X MCP server for the API v2, enabling users to manage profiles, posts, likes, retweets, and follows through natural language using a stateless Streamable HTTP transport with OAuth user access token authentication.

com.aleeth/authority-mcp

A governed MCP server exposing 37 risk-checked tools with signed Ed25519 receipts on a Bitcoin-anchored ledger, failing closed if governance or receipt writing fails.

linkding-mcp

An MCP server for Linkding bookmarks and web archival, enabling Claude to search, add, tag, archive, and delete bookmarks including archival snapshots.

BorrowIP MCP Server

Enables AI agents to route web scraping traffic through a phone's cellular connection via SSH reverse tunnel, providing mobile IPs.

mind-wiki-mcp

MCP server for mind-wiki — access your personal knowledge wiki from any directory or MCP-compatible client.

SelfHeal MCP

Self-healing proxy for MCP servers that wraps tool calls with automatic retry, circuit breaker protection, and observability.

polyu-estudent-mcp

A local MCP server that lets Claude Code operate the PolyU eStudent portal to check grades, timetable, exams, search subjects, and manage course registration through natural language.

Scancode License Analysis Tool for MCP

Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.

MCP Contemplation

Provides an interface to Claude's contemplation loop, enabling continuous background cognitive processing that maintains thoughts, recognizes patterns, and develops insights between conversations.

mcp-facebook-ads

Enables managing Facebook ads campaigns, ad sets, ads, creatives, insights, and audience targeting via Meta's Marketing API.

🔒 Minimal Entra ID-authenticated MCP Server

演示如何在不传递访问令牌的情况下将 Entra ID 与 MCP 服务器一起使用。

Calculator MCP

一个模型上下文协议服务器，为大型语言模型提供基本的计算器功能，使其能够执行加法、减法、乘法、除法、取模和平方根等数学运算。

Inventory Analysis MCP Server

Connects to Odoo ERP to provide comprehensive inventory analysis, including demand forecasting, ABC/XYZ classification, and stock level monitoring. It enables users to identify slow-moving items and generate turnover or aging reports through natural language queries.

MCP Test DB Server

Enables interaction with a PostgreSQL database through MCP tools for employee management. Supports listing and adding employees via natural language chat interface with LLM integration.

stack-advisor

An MCP server that recommends tech stacks for your project. Describe what you're building and get a recommended stack with reasoning, tradeoffs, and what each layer should use.

figma-mcp

Enables AI coding assistants to draw UI directly on a Figma Desktop canvas and read existing designs back as structured JSON, tokens, CSS, and screenshots, all over a localhost bridge without external API keys.

just-mcp

An MCP server that integrates with the Just command runner, enabling AI assistants to discover, execute, and introspect Justfile recipes through the MCP protocol.

ayon-mcp

A lean, standardized MCP server for AYON (Ynput) that enables AI agents to drive an AYON production server through a clean interface, providing 20 tools for CRUD operations, schema discovery, and typed helpers.

Discord Message Finder MCP

Read-only MCP server for finding Discord messages. It enables searching guild messages, locating messages from jump URLs, and reading context around results.

airflow-mcp-server

好的，这是对提供的 GitHub 链接的翻译： **标题:** Airflow MCP Server **翻译:** Airflow MCP 服务器 (Airflow MCP 服务器) **解释:** * **Airflow:** Airflow (无需翻译，是 Apache Airflow 的简称) * **MCP:** MCP (无需翻译，通常指 Metadata Collection Platform，元数据收集平台) * **Server:** 服务器 (fú wù qì) 因此，整个标题可以翻译为： * **Airflow MCP 服务器** (最直接的翻译) * **Airflow 元数据收集平台服务器** (更详细的翻译，如果需要解释 MCP 的含义) 根据上下文，选择哪个翻译更合适。 通常情况下，直接使用 "Airflow MCP 服务器" 即可。

ExileAPI Plugin Dev MCP

An MCP server that provides a bounded development workflow for ExileAPI plugins, enabling agents to detect compiler references, create linked Git repositories, and read build errors.

Google Workspace MCP Server

Integrates with Google Workspace to create Google Docs and draft Gmail emails through the Model Context Protocol, enabling AI agents to manage documents and emails securely.