发现优秀的 MCP 服务器

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.

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.

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.

real-estate-actual-price

Enables querying Taiwan real-estate actual-price transaction data through MCP tools, including transaction search, market statistics, area listing, and data status, using a local SQLite database.

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.

ResearchStat AI

Enables AI-native statistical analysis and reproducible research workflows through MCP, including natural language planning, protocol-based analysis, Python/R cross-validation, and publication-ready figure generation.

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.

mvn-mcp-server

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

youtube-research-mcp

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

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.

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。

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.

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.

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.

aapl-ads-mcp

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

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%.

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.

h7tools-mcp

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

Axcess

Paid MCP server that evaluates typography accessibility beyond what axe and Lighthouse catch. $0.05 USDC per evaluation via x402 on Base mainnet.

Beeper MCP Server

Provides read-only access to local Beeper message history on macOS, enabling users to search conversations, read messages, and list recent chats through natural language queries. Supports both SQLite and IndexedDB storage formats with privacy-focused local-only operation.

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.

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.

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 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.

mcp-aggregator

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

LocatorLabs MCP Server

Generates intelligent Playwright locators with reliability rankings, creates Page Object Models, and runs test automation scripts directly from your IDE or AI assistant.

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.

Tesseract PDF MCP Server

Provides OCR capabilities to extract text from PDF documents using Tesseract, with support for multiple languages including English and Simplified Chinese.