发现优秀的 MCP 服务器

scholar-mcp

Multi-source academic paper search, citation graph exploration, and PDF download as an MCP server, designed for LLM agents doing research.

link-mcp-server

Enables AI coding assistants to extract screenshots, DOM content, and structured frontend analysis from public links, including Axure prototypes.

J-SQUAD TradingView MCP Combined

A comprehensive MCP server that integrates TradingView Desktop automation, screener API, Yahoo Finance, IDX/BEI tools, backtesting, news sentiment, trade math, and market sessions. It enables traders to perform technical analysis, backtest strategies, manage positions, and automate TradingView tasks through natural language.

TS-MCP-Server

A TypeScript template for building MCP servers, enabling developers to create custom tools for AI assistants like Claude.

sqlserver

Enables AI assistants to query, analyze, and manage SQL Server databases through natural language via the Model Context Protocol.

netdisk-mcp-server

MCP server for cloud storage operations enabling browsing, file transfer, offline download, and multi-platform resource search for Quark and 115 drives.

youtube-research-mcp

Enables AI assistants to research YouTube videos by collecting captions, comments, and channel information for analysis and comparison.

New Relic MCP Server

Enables natural language access to New Relic for monitoring, querying, and managing dashboards, entities, alerts, and deployments via the Model Context Protocol.

Java Inspector

Decompiles Maven dependencies into readable Java source directly inside your AI agent.

home_mcp_gateway

A local MCP gateway that provides image generation and editing tools via external APIs (e.g., DALL-E) and local ComfyUI workflows, with authentication and policy enforcement.

FlightDB

FlightDB aggregates flight data from ADS-B Exchange, one of the largest unfiltered ADS-B data sources, combined with official aircraft registry records. Unlike FlightRadar24, FlightAware, or Planefinder, FlightDB gives you unfiltered access to full flight histories with deep per-aircraft analytics you won't find elsewhere.

Yandex Webmaster MCP Server

MCP server for Yandex Webmaster API v4.1 with 37 tools covering indexing, search queries, diagnostics, recrawl, sitemaps, links, and important URL monitoring.

tero-mcp-lite

A lightweight MCP server that enables querying a project's corpus (docs, decisions, issues, skills) with cited answers and typed refusals via stdio JSON-RPC 2.0.

MCP Remote Server

Enables execution of SSH commands on remote servers and management of Google Cloud Platform (GCE) instances through Cursor IDE.

Shadow Complement Integration MCP

Applies Jungian shadow complement to unified composition parameters, creating psychological depth through systematic visual opposition after multi-domain blending.

codecortex

Persistent codebase knowledge layer for AI agents. Pre-digests codebases into structured knowledge (symbols, dependency graphs, co-change patterns, architectural decisions) and serves via MCP. 28 languages, 14 tools, ~85% token reduction.

iikocloud-mcp

MCP server that exposes 236 iikoCloud API methods across 22 domains as configurable tools, supporting multi-tenancy with credentials passed through transport channels (HTTP headers or environment variables) for security.

FinBrain MCP

Exposes FinBrain financial datasets (AI-powered price predictions, news, sentiment, alternative data, institutional activity) to AI clients via MCP tools.

censtatd-hk

Enables querying Hong Kong Census and Statistics Department open data via natural language or direct tool calls through the Pipeworx gateway.

mcptool

A drop-in MCP proxy that aggregates multiple backend servers into two meta-tools for efficient tool discovery and execution. It enables AI clients to access hundreds of tools while minimizing context window usage through searchable indexing.

Aegis-ZK

On-chain trust verification for AI agent tools. Agents query skill attestations, audit levels, and risk scores before running third-party MCP servers, so you know what's safe before you execute.

WiseVision/mcp_server_ros_2

Public implementation of MCP for ROS 2 enabling to interact with system visible various robots, capable of: List available topics List available services Call service Subscribe topic to get messages Publish message on topic and more

zotero-mcp-plus

Connects your Zotero research library with AI assistants (Claude, ChatGPT, etc.) via the Model Context Protocol, enabling paper review, summaries, annotations, and semantic search both locally and through the web API.

TrainingPeaks MCP Server

Enables AI assistants like Claude to interact with TrainingPeaks, allowing users to query workouts, build structured intervals, track fitness trends, and add comments through natural language, with automatic secure login.

MCP-Typebot

Powerful Model Context Protocol server for managing Typebot chatbots, enabling operations like authentication, creating, updating, listing, and publishing bots through a standardized JSON interface.

RPG Maker MV MCP Server

Enables AI assistants to act as co-developers for RPG Maker MV projects, providing full database CRUD, map and event editing, plugin management, playtest control, and automatic backups.

akhq-mcp-server

用于 Kafka 监控工具 AKHQ 的实验性模型上下文协议服务器

Hashcat MCP Server

A Model Context Protocol server that provides intelligent hashcat integration for Claude Desktop, allowing users to crack hashes, analyze passwords, and perform security assessments directly from Claude conversations.

honest-calendar-mcp

A local MCP server that provides read/write access to Google Calendar without data passing through third parties, enabling AI assistants to manage events directly via the Google Calendar API.