发现优秀的 MCP 服务器

zerodha-claude-mcp

Enables AI models to interact with the Zerodha trading platform for portfolio management, trading, and account operations through natural language.

Sovereign Universal Memory MCP

Provides a persistent, vendor-neutral memory layer that allows AI tools and agents to share context and knowledge across different platforms while maintaining local data ownership. It enables users to store, recall, and manage structured memories through hybrid semantic search and automated context assembly.

repo-atlas-mcp

Provides a graph-based code analysis to coding agents, enabling tools to trace call dependencies, assess change impact, and identify hotspots using tree-sitter and Neo4j.

mcp-sequel

MCP server for Claude that connects to MySQL, MariaDB, and SQLite databases. Query your databases using natural language.

app.wishpool/taiwan-payments-mcp

Enables AI agents to accept payments and issue Taiwanese government e-invoices via ECPay. Supports payment link creation, status query, invoice issue and void.

ReviewMCP

Enables automatic validation and correction of Re:VIEW manuscript files by checking for unauthorized tags, fixing duplicate/empty IDs, and running fast lint checks to prevent common errors during writing.

WhatsHot

WhatsHot MCP server aggregates trending hotlists, real-time news flashes, gold prices, and RSS feeds from 330+ sources, offering read-only tools to list sources, fetch current data, and query historical search and trend data via DuckDB.

Xray MCP Server

Enables vulnerability scanning of web applications using the xray security scanner. Provides URL scanning capabilities with configurable crawlers, plugins, and POCs to detect security vulnerabilities through natural language interactions.

upgrade-pilot-mcp

Enables AI agents to safely upgrade JavaScript and TypeScript projects through dependency analysis, upgrade path detection, breaking change identification, codemod application, and PR summary generation.

dsview-mcp

Local MCP server for building an agent-facing integration around DreamSourceLab DSView. Enables native logic capture, protocol decode, and analysis with artifact management for I2C, SPI, and UART.

MCP Server

用 Golang 编写的数据库 MCP 服务器 (Yòng Golang biānxiě de shùjùkù MCP fúwùqì) Alternatively, if you want to emphasize the "Database" part: 数据库 MCP 服务器，使用 Golang 编写 (Shùjùkù MCP fúwùqì, shǐyòng Golang biānxiě)

Google Analytics 4 Admin MCP

Manages Google Analytics 4 accounts, properties, annotations, audiences, and custom dimensions through the MCP protocol.

Astro Docs MCP Server

Allows AI tools like Cursor, VS Code, Claude, ChatGPT, and Windsurf to access the latest Astro documentation in a structured way, enabling accurate answers about Astro's features, APIs, and best practices.

mcp-taiwan-legal-db-integrated

Enables AI assistants to query Taiwan's legal databases including court judgments, regulations, constitutional interpretations, and engineering committee letters, with automatic updates and offline caching.

@adevguide/mcp-database-server

MCP server for unified SQL database access, supporting multiple databases with schema discovery, caching, and safety controls.

sentinel

Enables Claude to manage algorithmic trading workflows via natural language — maintaining watchlists, classifying market regimes, validating trades against risk rules, and submitting paper orders through a gateway to a FastAPI engine.

google-workspace-mcp

Enables Claude to manage Google Workspace services such as Calendar, Gmail, and Docs with configurable access and safe-by-design limitations.

superFetch MCP Server

An MCP server that fetches web pages and extracts clean, AI-friendly Markdown content using Mozilla Readability. It provides secure web access for LLMs with built-in SSRF protection and automated content cleaning for improved context retrieval and summarization.

GCP Diagram MCP Server

Enables generating GCP architecture, sequence, flow, and class diagrams using natural language or Python code via the diagrams library.

Kubernetes MCP Server

镜子 (jìng zi)

mcp-paywall

HTTP 402 paywall middleware for MCP servers. XRPL/RLUSD native settlement, Phase 3 compliance receipts, zero API keys required.

CurrencyTransfer MCP Server

Enables AI assistants to trade FX, manage beneficiaries, check balances, request quotes, and configure rate alerts and market orders via the CurrencyTransfer API.

Lanes Link

One secure, self-hosted MCP endpoint connecting AI agents to your real accounts (mail, calendar, files, notes), with per-profile separation, explicit permission enforcement, and an append-only audit log.

Inkeep MCP Server

一个服务器，通过 Inkeep 的 API 将 Claude 连接到您的文档，从而实现由 AI 驱动的与文档内容的交互。

illustrator-mcp

Enables AI assistants to control Adobe Illustrator on Windows, including creating, opening, saving, and exporting documents, drawing shapes, adding text, and running arbitrary ExtendScript.

Data 360 MCP Server

Enables natural-language-driven exploration, querying, and full configuration management of Salesforce Data Cloud / Data 360 via MCP.

Pilot Browse MCP

Enables AI agents to browse websites, record workflows, and generate reusable operation manuals, reducing token usage and execution time for future tasks.

Symphony of One MCP

A multi-agent orchestration system that enables multiple Claude instances to collaborate through a centralized hub with a shared workspace and real-time communication. It features integrated task management, role assignment, and persistent memory to facilitate complex, synchronized agent workflows.

smugmug-docs-mcp-server

A lightweight MCP server for searching SmugMug documentation and calling the live SmugMug API.

ML Lab MCP

Transforms AI assistants into a full ML engineering environment for training and fine-tuning models across multiple backends (local GPU, Mistral, Together AI, OpenAI) and cloud providers (Lambda Labs, RunPod, SSH-accessible VPS), with dataset management, experiment tracking, cost estimation, and deployment to Ollama/Open WebUI.