发现优秀的 MCP 服务器

MCP PR Workflow Server

Streamlines GitHub PR workflows, monitors CI/CD, and sends Slack notifications. Provides tools for PR analysis, CI monitoring, and follow-up tasks.

AWS Resource MCP

A local MCP server for read-only querying of AWS resources (Lambda, S3) via Boto3, currently exposing a health check tool with planned tools for listing resources and checking free tier.

MCP-Odoo

A Model Context Protocol server that bridges Odoo ERP systems with AI agents, enabling them to access and manipulate partner information, accounting data, invoices, and perform financial reconciliation through a standardized interface.

MCP Notes Server

A beginner-friendly MCP server for managing personal notes. Enables Claude to create, list, read, search, update, and delete notes saved as Markdown files.

MCP Server for National Park Services Data

使用 NPS API 促进国家公园管理局数据的检索，允许用户按州列出国家公园，并访问有关特定公园的详细信息。

Overleaf MCP

Enables AI assistants to read, edit, and compile Overleaf LaTeX projects via the Overleaf web API using a browser session cookie.

Pylon MCP Server

Provides 20+ AI agent capabilities like web scraping, PDF parsing, OCR, and more, with pay-per-use micropayments via x402.

karellen-jdb-mcp

Enables LLMs to debug Java applications using JDB, supporting breakpoints, stepping, expression evaluation, thread analysis, and more.

sonarqube-api-mcp

Read-only MCP server that exposes SonarQube Web API tools for issue retrieval, quality gate status, and source context, enabling coding agents to fix code issues.

MCP-Prototype

Enables AI to create interactive HTML-based software prototypes with navigation, markers, and annotations. Provides a complete prototyping environment without requiring tools like Figma or Axure.

Marketing Automation MCP Server

Enables AI-powered marketing campaign management across Google Ads, Facebook Ads, and Google Analytics with automated budget optimization, AI-generated ad copy, audience segmentation, and real-time performance analytics.

SAP ABAP SQL MCP

Provides tools to prepare and validate ABAP Open SQL statements for SAP's ADT data-preview console, automatically fixing dialect issues like parenthesis spacing and 255-character limits.

ClaudeHopper

一个由人工智能驱动的MCP服务器，它通过先进的RAG（检索增强生成）和混合搜索功能，使Claude和其他大型语言模型能够直接与建筑文档、图纸和规范进行交互。

Doubao MCP Agent

A local skill assistant based on the Model Context Protocol that integrates with the Volcengine Doubao API to provide tools like calculators and weather queries. It features a Web interface and a modular architecture that allows developers to easily register and deploy custom local AI skills.

Socket MCP Server

A Model Context Protocol (MCP) server for Socket integration, allowing AI assistants to efficiently check dependency vulnerability scores and security information.

@vanwida/haul-mcp

MCP server for the HAUL API marketplace, enabling email and phone verification, credit balance checks, and top-ups.

mcp

A collection of personal Model Context Protocol servers for tools like calendar, contacts, flights, home maintenance, iMessage, lawn care, mail, NextDNS, Obsidian search, Google Sheets, UniFi, weather, and YNAB, packaged as a uv workspace with Claude Code and Codex plugin support.

Google Ads MCP Server

A read-write MCP server for managing Google Ads campaigns, ad groups, keywords, and ads via natural language.

google-analytics-adsense-remote-mcp

A read-only MCP server exposing Google Analytics 4 and AdSense APIs (reports, metadata, admin reads) via Cloudflare Workers with OAuth authentication.

space-stds

Local-first, read-only MCP server for retrieving and searching authorised CCSDS and ECSS standards, enabling citation-rich passage-level search and document access.

Stock Research Data Foundation MCP Server

Provides 11 tools for stock research, including search, market history, financial statements, announcements, and data quality checks, with a local-first architecture using DuckDB and Parquet.

Notion MCP Server

一个模型上下文协议（Model Context Protocol）服务器，它为与 Notion API 交互提供了一个标准化的接口，使用户能够列出数据库、创建页面以及在其 Notion 工作区中进行搜索。

ANTT TRIC MCP Server

Enables querying official Brazilian ANTT data on international road freight transport (TRIC) through a single read-only tool, with prepaid per-use pricing.

Zitadel MCP

Enables faster, cleaner integration with Zitadel for user authentication.

onboard-os

AI onboarding OS for startups providing handbook Q&A with citations, Day‑1/Week‑1 checklists, and readiness tracking via MCP tools.

Shioaji-MCP

新光證券 Shioaji API 的 MCP 伺服器 (Xīnguāng zhèngquàn Shioaji API de MCP fúwùqì) Or, more literally: 用於新光證券 Shioaji API 的 MCP 伺服器 (Yòng yú Xīnguāng zhèngquàn Shioaji API de MCP fúwùqì) **Explanation:** * **新光證券 (Xīnguāng zhèngquàn):** SinoPac Securities (the company name) * **Shioaji API:** The name of the API. It's generally kept in English. * **MCP 伺服器 (MCP fúwùqì):** MCP server. 伺服器 (fúwùqì) means server. The first translation is slightly more natural in Chinese. The second is a more direct translation.

Monzo MCP Server

Provides read-only access to Monzo banking accounts, balances, pots, and transactions with automatic OAuth token refresh and persistent local SQLite caching. Enables spending analysis with category breakdowns and transaction search across cached historical data beyond Monzo's 90-day access window.

mcp-sqlserver

An MCP server for Microsoft SQL Server that enables executing read-only queries, listing tables, and describing database schemas. It offers specialized support for custom ports and multiple authentication methods including SQL credentials, NTLM, and Windows Integrated Auth.

multiGmailMCP

Connects AI assistants to multiple Gmail accounts simultaneously, enabling search, read, draft, send, and reply operations with per-account permission controls.

CRU MCP Server

MCP server for searching and retrieving contracts from the Polish Central Register of Contracts (CRU) via its API.