Discover Awesome MCP Servers

XTBApiServer

镜子 (jìng zi)

Snowflake MCP Agent System

Enables intelligent data analysis and querying of Snowflake databases through specialized AI agents. Features 20+ tools for data operations, lineage tracing, usage analysis, and performance optimization with multi-agent architecture.

Solana MCP Server

一个模型上下文协议服务器，使人工智能代理能够与 Solana 区块链交互，进行 DeFi 操作，例如检查余额、转移代币、执行兑换和获取价格数据。

Firefox MCP Server

Provides Firefox browser automation capabilities through Playwright, allowing control of Firefox from MCP-enabled applications with features for basic automation and advanced multi-tab debugging.

MCP Notion Upload Server

Enables uploading files to Notion with complete workflow support including file upload, automatic page attachment, and download URL generation. Supports files up to 20MB with custom naming and metadata handling.

Swagger Navigator MCP Server

Enables AI assistants to discover, search, and interact with REST APIs by parsing OpenAPI/Swagger specifications with intelligent fuzzy search across endpoints, supporting both local and remote API sources.

grok-imagine-mcp

An MCP server that automates a headless Chromium browser to generate images using Grok Imagine via text prompts. It supports configurable aspect ratios and saves images directly to disk using cookie-based authentication.

Ankr API MCP Server

一个 MCP 服务器，通过 Ankr API 获取链上区块链数据，允许 LLM 检索特定网络上钱包地址的代币余额。

K-Targo Subway MCP Server

Provides real-time Korean subway information including station search and train timetables through the TAGO API from Korea's Ministry of Land, Infrastructure and Transport.

Soul Crystal MCP

Provides AI agents with a persistent internal dynamical state and emotional reservoir that evolves based on text interactions. This server enables agents to maintain a consistent affective substrate across sessions through tools that track phase coherence and emergent emotional vibes.

MCP Interactsh Bridge

Enables out-of-band interaction testing by integrating ProjectDiscovery's interactsh service as an MCP server. Allows AI agents to create callback domains, send probes, and capture DNS/HTTP interactions for security testing and verification workflows.

Planslurpen MCP Server

Enables interaction with Planslurpen, a Norwegian service that uses AI to interpret zoning and regulation plans. Supports retrieving plan data, looking up plans by property address, downloading plan provisions, and filtering structured plan information.

OLS MCP Server

Provides reliable access to the Ontology Lookup Service (OLS) API, enabling AI assistants to accurately search and retrieve terms from biological and medical ontologies.

Cloudways MCP Server

A simple MCP server that provides read-only access to Cloudways hosting resources, including servers, applications, monitoring data, and team management features.

spring-ai-mcp-server-demo

MCP 服务器演示，提供图书评论

MCP-Demo

A minimal demonstration of an MCP service and client that integrates with the qwen API interface, showing basic functionality of a Model Control Protocol implementation.

Heptabase MCP

A Model Context Protocol service that enables AI assistants to search, retrieve, analyze, and export data from Heptabase backups.

MCP Gateway

Aggregates multiple MCP servers into a single gateway with unified top-level tools, reducing LLM context usage and enabling IDE compatibility by consolidating many tools into fewer interface functions.

Weather MCP Server

Provides weather information tools based on the National Weather Service APIs through an SSE-based MCP server that can run as a standalone process or Docker container.

mcp_repo_96c7c875

这是一个由 MCP 服务器的测试脚本为 GitHub 创建的测试仓库。

Google BigQuery MCP Server

Enables natural language exploration and querying of Google BigQuery datasets through four tools: listing datasets, inspecting table schemas, generating SQL queries with LLM assistance, and executing approved queries.

mcp-server-naver-search

Search Naver (Korea's #1 search engine) for shopping prices, real-time news, and blogs. Perfect for Korean local information.

MCP Server Boilerplate (TypeScript)

使用官方 SDK 的 MCP 服务器的 TypeScript 样板代码，支持 stdio/http、日志记录、Docker 和测试。

Windows Diagnostics MCP Server

Provides Windows system diagnostic capabilities to AI agents, allowing them to access event logs, crash information, system uptime, and perform stability analysis.

Caboose MCP

A comprehensive personal AI toolserver that exposes 105 tools across 25 groups—including Slack, Docker, and calendar management—to Claude and VS Code. It features a Go-based MCP server integrated with a custom VS Code extension and n8n workflow automation for streamlined personal productivity.

PubDev MCP

一个 MCP 服务器，可以帮助你通过自然语言查询在 pub.dev 上查找和搜索软件包。

Baike-Render

一个 MCP 服务器，用于获取和渲染百度百科（中文维基百科）的讨论内容，允许用户访问百科文章的讨论并生成对结构化数据的可读性分析。

LivePort MCP

Give AI agents access to your localhost dev server. Zero-config tunnel that works with Claude Code, OpenClaw, and any MCP-compatible agent. No interstitial pages, no account required.

Bazi (Eight Characters) Calculation MCP Server

Provides professional Chinese astrology calculations including Four Pillars, Five Elements, zodiac signs, and lunar calendar details. It allows users to perform accurate Bazi analysis with global timezone support directly within MCP-compatible clients.