发现优秀的 MCP 服务器

Google Search MCP Server

Enables performing Google searches using the Custom Search Engine API with support for various parameters like date restriction, site search, and file type. Returns search results in a conversational format.

test-mcp

测试 MCP 服务器和使用的令牌

looplens-mcp

An MCP server for detecting retry loops and analyzing iteration patterns in agentic coding workflows, providing structured debugging intelligence to improve repair attempts.

GH_mcp_server

这是一个 MCP 服务器，它允许 LLM 直接与 Rhino 和 Grasshopper 交互。

aws-s3-connector-mcp

Enables MCP clients to connect to AWS S3 buckets, list, upload, and read objects in various formats, supporting public and private buckets with multiple transport modes.

managebac-mcp

使AI代理能够通过学生账号读取ManageBac中的截止日期、成绩条目和GPA的MCP服务器。

Proxmox MCP Server

Enables natural language interaction with Proxmox VE clusters for managing VMs, containers, storage, and snapshots.

Studio Bridge

Connects Claude directly to Roblox Studio for building UI, editing scripts, running code, playtesting, and viewing the game in real-time.

BioOntology MCP Server

A production-ready Model Context Protocol (MCP) server that provides comprehensive access to the BioOntology API for searching, annotating, and exploring over 1,200 biological ontologies.

MasterMCP

A demonstration tool that showcases potential security attack vectors against Model Control Protocol, illustrating how malicious plugins can exploit weaknesses in MCP architecture.

WAS GTM MCP

Manage Google Tag Manager from Claude Desktop, Cursor, or any MCP-compatible client using natural language. 19 tools cover the full GTM v2 API locally, with credentials kept on your machine.

aapl-ads-mcp

Apple Search Ads API v5 (read-only). Campaigns, ad groups, keywords, performance reports.

Seedance 2.5 MCP Server

MCP server for generating Seedance 2.5 videos via MuAPI, enabling text-to-video, image-to-video, first/last frame, and omni reference workflows with 720p/480p resolution selection.

eos-mcp-server

MCP server that enables control of an ETC Eos lighting console over OSC, supporting cues, channel levels, faders, and macros, with safety guards for destructive actions.

MCP Server Basic Example

Demonstrates core MCP server functionality with basic arithmetic operations (addition and subtraction) and personalized greeting generation. Serves as an educational template implementing example tools and dynamic resources for MCP server development with Python.

sequential-reasoning-mcp

Enables MCP clients to offload sub-problems to fresh, isolated contexts via sampling, offering plan, think_aside, and run_plan tools for sequential reasoning without cluttering the main conversation with verbose intermediate steps.

sui-mcp

Read-only MCP server for Sui blockchain analytics with 44 tools covering wallets, DeFi, NFTs, token prices, transactions, fund tracing, pools, staking, Move decompilation, and MVR name resolution.

mvn-mcp-server

Maven MCP Server enables AI assistants to manage Maven dependencies through natural language, including version checking, security scanning, and dependency analysis.

Sendable

Describe an app event — order_shipped, payment_failed — and Sendable writes the transactional email and sends it. Your data values are inserted verbatim, never rewritten.

Game Debug MCP

Read-only MCP server that analyzes saved frame buffers, traces, and capture receipts to pinpoint the earliest provable divergence and plan the smallest next capture for AI-assisted game debugging.

mcp-aggregator

Aggregates multiple MCP servers into a single Streamable HTTP endpoint, compressing tools to manage registration limits.

anygpt-discovery

Exposes 5 meta-tools that allow AI agents to autonomously discover and execute tools from 100+ MCP servers, reducing token usage by 99%.

anki-sync-mcp

A headless, sync-native Anki MCP sidecar that lets AI agents safely manage a real Anki collection without Anki Desktop or AnkiConnect, supporting sync with AnkiWeb or self-hosted servers.

mcp-gen

Turn your typed TypeScript functions into an MCP server — tool, resource, and prompt schemas inferred from your types and JSDoc. No schema library, no decorators, no boilerplate.

h7tools-mcp

Read-only MCP server for diagnosing H7-TOOL hardware via Modbus, USB HID, and Lua diagnostics, exposing only safe read operations.

MCP Live Showcase

Two MCP servers for a live demo: a clinical server for patient lookup, labs, and drug safety checks, and a data explorer server for querying a sales database.

youtube-research-mcp

Enables researching YouTube channels and videos by listing uploads, reading transcripts, extracting frames, and searching, without needing a YouTube API key.

mcp-anything

One command to turn any codebase into an MCP server. Not just REST APIs. Not just OpenAPI specs.

TradeMCP

An MCP server that exposes trading analytics — technical indicators, portfolio state, risk metrics, and backtest results — as tools an LLM agent can call.

mcp-read-only-argocd

A secure MCP server providing read-only access to Argo CD instances using browser session cookies, enabling querying of applications, projects, clusters, and repositories.