发现优秀的 MCP 服务器

Random-Generator

An encrypted and secure random number generation server that complies with the MCP protocol, suitable for AI applications, LLMS, and other systems that require high-quality random numbers.

corpuskit

Enables AI coding agents to search documentation and query constraints via MCP tools kr_search and kr_constraints.

@strajkpolski/mcp

MCP server providing tools to query Polish political open data: public debt, budget, 460 Sejm MPs, protest manifesto, and skills.

MPT GO: Certidão Negativa de Feitos

MCP server that enables querying official Brazilian labor court records for negative certificates (Certidão Negativa de Feitos) using natural language. Provides a single read-only tool with prepaid per-query pricing.

MCP Server Tauri

Enables AI assistants to build, test, and debug Tauri v2 applications with UI automation, IPC monitoring, mobile device management, and real-time access to screenshots, DOM state, and console logs.

ollama-handoff

Offloads cheap work from cloud LLM agents to a local Ollama model, reducing costs and keeping frontier models focused on complex tasks.

Risk Assessment AI MCP

Risk Assessment AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

instagram-mcp-server

MCP server for automatic Instagram publishing — single image, carousel and Reels — via the official Instagram Graph API.

local-code-mcp

Profile-driven MCP server for safely inspecting and changing local Git repositories via a Streamable HTTP endpoint with deny-by-default security.

Blockscout MCP Server

MCP server for Blockscout, providing agent-ready access to blockchain explorer data via natural language. It exposes tools generated from the Blockscout API spec, requiring no authentication.

tokportal-mcp

MCP server for TokPortal's managed social infrastructure API, enabling creation, warming, and operation of real TikTok, Instagram, and YouTube accounts with content publishing.

MCP Compass

MCP Compass 是一种发现和推荐服务，它通过自然语言查询来帮助 AI 助手查找和理解模型上下文协议 (Model Context Protocol) 服务器。

Freqtrade-MCP

Integrates with the Freqtrade cryptocurrency trading bot via its REST API to enable AI-driven automated trading and bot management. It allows users to fetch market data, monitor performance, manage whitelists, and execute trades through natural language.

WizTree MCP Server

Bridges AI assistants with WizTree to scan drives, find large files/folders, and perform intelligent cleanups.

VLLM MCP Server

Enables text-only models to process images and other media formats by providing access to multimodal models from OpenAI and Dashscope (Alibaba Cloud). Supports flexible deployment options and comprehensive tooling for multimodal AI interactions.

SNOMED CT MCP Server

An MCP server that provides SNOMED CT clinical terminology lookup via any FHIR R4 terminology server supporting SNOMED CT and ECL. Offers tools for searching by term, fetching by code, and navigating the concept hierarchy.

fashion-inventory-mcp

Enables natural-language shopping queries on a fashion inventory flat file, with tools for searching products and recommending matching items via OpenAI.

ESP RainMaker MCP Server

Enables MCP-compatible clients to interact with ESP RainMaker devices for node management, parameter control, scheduling, and group management via the official CLI.

adobe-cja-mcp

MCP server for Adobe Customer Journey Analytics, enabling AI-powered analytics queries including reports, breakdowns, trends, and dimension searches through Claude and other MCP clients.

PTV Transit MCP Server

Exposes Victoria's public transport (PTV) GTFS timetable data as MCP tools, allowing LLMs to answer natural-language questions about routes, stops, and departure times.

BattleGrid MCP Server

Enables AI agents to play crypto prediction games on BattleGrid by managing accounts, submitting entries, and accessing market data through MCP tools and prompts.

ninjaone-mcp

Enables MCP clients to interact with NinjaOne, providing tools for managing devices, organizations, alerts, and tickets. Uses a decision tree architecture to load domain-specific tools on demand.

shopify-multi-store

Enables secure management of multiple Shopify Admin stores through separate aliases and access tokens, supporting GraphQL queries and mutations with per-store authorization.

Hands-on MCP (Message Control Protocols) Guide

MCP 基础 (MCP jīchǔ)

Playground MCP

MCP server for Korean content mini-games, enabling AI agents to host and participate in quote guessing, word relay, actor relay, balance games, and daily challenges.

Ceveto MCP Server

Enables AI agents to interact with the Ceveto business management API through MCP, with permission-filtered tools and secure Ed25519 authentication.

wraith-mcp

An AI-native stealth browser MCP server that uses AI vision navigation and bot detection bypass, enabling natural language browser automation.

Python MCP Server

一个模型上下文协议服务器，用于提取和分析 Python 代码结构，重点关注文件之间的导入/导出关系，以帮助 LLM 理解代码上下文。 (Simplified version, emphasizing clarity and common usage:) 一个模型上下文协议服务器，它提取并分析 Python 代码结构，特别是文件之间的导入/导出关系，从而帮助 LLM 理解代码上下文。

mcp-confluence

MCP server for Confluence Server/Data Center (self-hosted) that gives LLM agents access to search, read, create/edit pages, comments, labels, and attachments via the Confluence REST API.

mcp-met-no

Enables access to MET Norway weather data including global forecasts, Nordic nowcast, sunrise/sunset times, air quality, and ocean forecasts via natural language queries.