发现优秀的 MCP 服务器

sqlfluff-mcp-server

MCP server that exposes SQLFluff's linting, fixing, and parsing capabilities, enabling MCP-aware clients to lint and fix SQL directly.

code-review-mcp-server

An MCP server that provides senior-level code review, quality checks, security analysis, and refactoring suggestions directly in your editor.

kookmin-stock

MCP server that provides Korean stock market data including indices, top gainers, stock quotes, news, fundamentals, and buy recommendations. Enables LLMs to access real-time and historical Korean stock information.

pagesnap-mcp

Enables LLMs to read existing PageSnap session packs and map locators to Playwright, Selenium, or Cypress without capturing or opening a browser.

NitroStack Calculator MCP Server

A minimal MCP server template for learning NitroStack fundamentals, featuring a calculator module with tools, resources, and prompts.

BioContextAI Knowledgebase MCP

A unified MCP server for biomedical research that connects AI systems to resources like Ensembl, EuropePMC, STRING, and more, enabling retrieval of verified domain-specific information.

bitbank-lab-mcp

An MCP server that enables AI clients to analyze cryptocurrency market data from bitbank API, providing technical indicators, order book analysis, and chart visualization.

midasheng-gen-mcp

Generates coherent mixed audio scenes (speech, music, SFX, ambience) from text using an LLM-driven model, with speech in 9 languages and emotion control.

mcp-git-coord

Reduces token waste by caching code understanding in .mi context files and prevents agent conflicts by coordinating intent and file access across sessions.

MCPay

High-performance Go gateway and reverse proxy for Model Context Protocol servers with rate-limiting, authorization, and pay-per-result metering.

Task Orchestration

Task Orchestration

Amazon CloudWatch Logs MCP Server

一个模型上下文协议 (MCP) 服务器，它使 AI 助手能够通过使用 AWS SDK 的标准化接口与 Amazon CloudWatch Logs 交互。

Bootstrap MCP Server

A minimal MCP server template with hot reload support that helps developers quickly set up and build Model Context Protocol servers with example tool implementations.

skim-mcp

Pay-per-use clean web reader for AI agents. URL in, markdown plus metadata out, in milliseconds. Settled per-call in USDC over x402 — no signup, no API keys.

Google MCP Server

Enables to interact with Google Mail, Docs, Sheets, and Tasks through natural language.

Kakao API MCP Server

一个服务器，通过模型上下文协议使AI模型能够访问Kakao Map功能（地点搜索、地址查找、路线查找）和Daum搜索服务（网页、图片、博客、咖啡馆）。

Seedream MCP Server

Enables generating AI images using BytePlus Seedream models (4.5 and 5.0 Lite) via natural language, supporting text-to-image, reference-based editing, and sequential multi-panel sets.

Stela

Self-hosted MCP server for publishing, sharing, and reviewing AI agent artifacts with version history and pinned comments.

MCP-SSE1111

从 MCP 服务器演示创建。

mcp-pdf-utils

An MCP server for local PDF manipulation including merging, splitting, rotating, watermarking, and text extraction. It works with various MCP-compatible clients and processes PDFs entirely on-device without cloud services.

MCP Etherscan Server

通过 Etherscan 的 API 提供以太坊区块链数据工具，使用户能够检查 ETH 余额、查看交易、跟踪代币转移、获取合约 ABI、监控 gas 价格以及解析 ENS 名称。

confluence-adf-mcp

An MCP server for reading and writing Confluence pages in native Atlassian Document Format (ADF), enabling precise edits at the document node level without loss of formatting.

agentmemo-mcp

Persistent memory and human approval for any AI agent. Give your AI agents the ability to remember across sessions and ask humans for approval before sensitive actions. Works with Claude, Cursor, OpenClaw, and any MCP-compatible client.

memory-mcp

Enables reading, writing, and searching a local markdown-based memory store using MCP tools, with safety checks and index consistency.

Fitbit MCP

Local-first MCP server that connects AI agents to your Fitbit activity, sleep, heart-rate, HRV, SpO2 and weight data.

ifc-geometry-mcp

MCP server for IFC geometric audit, providing tools to detect space clashes, extract space inventories, compute surface losses, check boundaries, and verify opening correspondences in BIM models.

mtg-mcp

Provides Magic: The Gathering card, deck, provider, and statistical evidence tools for LLMs to make informed deckbuilding decisions.

ultrahuman_mcp

Exposes real-time health data from the Ultrahuman Ring to AI agents via the Model Context Protocol, providing optimized summaries with trend analysis and actionable insights.

Google Search MCP Server Streamable HTTP

A Model Context Protocol (MCP) server that provides Google Search functionality with StreamableHTTP transport support.

Enterprise MCP Server Template

A production-ready, transport-independent foundation for building enterprise MCP servers in Python. Provides infrastructure, configuration, DI, logging, and tooling so downstream projects can focus on domain capabilities.