发现优秀的 MCP 服务器

FastMCP

A collection of MCP servers providing utilities including user greeting, message decoding, text file reading with PDF summary generation, and NASA-quality code auditing using a trained AI model to predict software defects and measure code complexity.

Weather MCP Server

Provides real-time US weather alerts and forecasts by integrating with the National Weather Service API. It enables AI assistants to fetch state-specific alerts and detailed local forecasts using geographic coordinates.

MCP-scopus

Enables AI assistants to search and retrieve real academic papers from Scopus, preventing citation hallucination by providing accurate paper metadata, author info, and citation analysis.

rejestr-io-mcp

MCP server providing access to Polish business registers (KRS, CRBR) via the rejestr.io API, enabling search, retrieval of organizations, beneficial owners, financial documents, and more.

Remote Cloudflare MCP Server Template

A template for deploying unauthenticated Model Context Protocol servers to Cloudflare Workers using the Server-Sent Events (SSE) protocol. It enables users to host custom tools that can be connected to Claude Desktop or the Cloudflare AI Playground.

InvoiceExpress MCP

Provides complete Portuguese invoice management with 60+ specialized tools including invoice creation, client management, SAF-T tax compliance, treasury operations, and Portuguese Tax Authority (AT) integration for AI-powered business automation.

Lunch Money MCP Server

Enables AI agents to interact with your Lunch Money personal finance data, providing tools for managing transactions, categories, budgets, assets, and accounts.

SmartThings Rules Copilot MCP Server

Enables querying and managing SmartThings locations, devices, and rules through MCP tools, with security and confirmation safeguards.

Remote MCP Server on Cloudflare

A serverless Model Context Protocol (MCP) implementation for Cloudflare Workers that enables AI models to access custom tools without authentication.

AIE7-MCP

MCP server that provides web search capabilities using the Tavily API.

ASO-Copilot

MCP server for managing App Store Optimization: add apps, track keywords, pull health reports, spy on competitors, find keyword opportunities, and write AI copy suggestions.

CallMCP

A single MCP server that provides a provider-neutral 14-tool contract for telephony operations (calls, SMS, recordings, transcripts, and number lifecycle), supporting hosted, fully local, or bring-your-own-key backends.

johgee

Enables users to produce explainable UK garden watering recommendations as deterministic millimetres, litres and runtime from self-reported garden details or an optional postcode, without controlling irrigation hardware.

Enhanced Coolify MCP Server

A powerful Model Context Protocol server that enables AI assistants to manage Coolify infrastructure through natural language, supporting application deployment, database management, resource monitoring, and DevOps automation.

JurisdictionMCPRemote

Hosted MCP server for jurisdiction data, enabling users to resolve addresses and check cache freshness via Cloudflare Workers with zero local install.

galaxy-mcp

Live MCP server for the Galaxy vault. Lets Claude (mobile/web) and other chat interfaces query your Obsidian vault in real time via GitHub.

Geolocation AI MCP

Geolocation AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

lithtrix-mcp

Memory Consolidation for AI agents across vendors, owners, and time. Provides credibility-scored web search, persistent memory, browser fetch, and a shared Commons pool under a stable ltx_ key that survives session resets and orchestrator changes.

Damn Vulnerable Model Context Protocol (DVMCP)

一个教育项目，旨在故意实现存在漏洞的MCP服务器，以演示各种安全风险，例如提示注入、工具中毒和代码执行，用于培训安全研究人员和人工智能安全专业人员。

hailuo-mcp

RunAPI MCP server for the Hailuo model line. Create tasks, poll their status, and check pricing through a single RunAPI API key.

latam-fintech-synthetic-data

Privacy-safe synthetic financial data for Latin American fintech, exposed to AI agents as an MCP Tool through the hosted Apify MCP Server. Supports Streamable HTTP, OAuth/API-token authentication, and generates synthetic users, savings goals and transactions without PII.

MCP GCP DevOps

Enables managing Google Cloud Platform infrastructure through natural language, including VM deployment, SSH key management, remote command execution, and Terraform infrastructure-as-code operations.

company-gibraltar-mcp

Enables AI agents to calculate corporate tax payments, check compliance deadlines, and generate pre-filled Gibraltar company forms (annual return, office change, incorporation pack) without API keys or rate limits.

SQLite MCP Server

A universal SQLite database management tool that enables SQL query execution through MCP protocol. Supports SELECT/INSERT/UPDATE/DELETE/CREATE operations with built-in SQL injection protection across stdio, SSE, and streamable-http communication modes.

Notion MCP Server

A local MCP server for the Notion API, enabling AI agents to read, write, and manage Notion pages and databases. This fork restores database creation support.

n8n Workflow Builder

Enables AI-powered building, optimization, debugging, and management of n8n workflows directly from Claude. Features workflow analysis, execution monitoring, security audits, drift detection, and intelligent error debugging with best practices guidance.

lotor-mcp

A local receipt and approval gate for AI agent sessions. The agent can act, but it cannot sign.

gitlab-mcp-server

Enables interacting with GitLab repositories, merge requests, and code through natural language using MCP. Supports authentication with personal access tokens or OAuth2, and provides tools for listing projects, reading repository code, and analyzing merge request lifetimes.

Weather MCP Server

A free Model Context Protocol server that retrieves global weather data and forecasts via the Open-Meteo API, with Sydney set as the default location.