发现优秀的 MCP 服务器

OpenAPI MCP Server

这是一个骨架项目，你可以用它作为构建你自己的 MCP 服务器的起点。示例的加法函数演示了如何在所有三个协议中实现处理程序。

Building AI-Powered Applications with Spring AI and Model Context Protocol

基于 Spring AI 和 Reactjs 的概念验证，提供了一个服务器托管的 MCP 客户端 + MCP 服务器解决方案，可用于自然语言交互。

Translation MCP Server

An AI-driven text translation service supporting 20+ languages, based on the Model Context Protocol (MCP) for integration with Claude Desktop and other MCP-compatible applications.

Philippine-Geocoding

A model Context Protocol (MCP) server that provides access to the Philippine Standard Geocoding (PSGC) API, containing complete geographic hierarchical data of the Philippines.

Tableau MCP Server

Enables AI applications to integrate with Tableau through tools, resources, and prompts for querying data, exploring content, and retrieving visualizations from Tableau workbooks and datasources.

OpenCode MCP Server

Integrates the OpenCode AI coding agent into MCP-compatible clients, allowing users to execute terminal-based coding tasks and manage sessions programmatically. It provides tools for running commands, listing AI models, and continuing existing coding sessions via the OpenCode CLI.

Exact Online MCP Server by CData

This read-only MCP Server allows you to connect to Exact Online data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

vibase

Easily query and mutate Postgres data using MCP. This is an open source project.

CoinCap MCP Server

Provides access to cryptocurrency market data through the CoinCap API v3, enabling users to retrieve real-time prices, exchange rates, market information, and detailed data for various cryptocurrencies.

aws-ow-pgvector-mcp

AWS Aurora Postgres 搭配 Pgvector 扩展的 MCP 服务器。

GraphRAG MCP

Enables enterprise document retrieval using graph-based reasoning and knowledge graphs. Allows agents to search and extract information from scattered documents through structured entity and relationship extraction.

Neurosift Mcps

For Neurosift, "MCP servers" likely refers to **Message Passing Communication (MCP) servers**. Here's a translation and some context: **Translation:** * **MCP servers for Neurosift:** Neurosift 的 MCP 服务器 (Neurosift de MCP fúwùqì) **Explanation and Context:** Neurosift is a platform for visualizing and analyzing large-scale neurophysiology data. MCP servers are likely used within Neurosift's architecture to facilitate communication and data transfer between different components or processes. This is a common pattern in distributed systems. Therefore, the phrase refers to the servers responsible for handling message passing communication within the Neurosift system.

Google Docs MCP Server

A Model Context Protocol server that provides an interface for AI models to interact with Google Docs, enabling reading, creating, updating, and searching Google Documents.

jrnl MCP Server

A server that enables Claude to access and search through command-line journal entries, offering features like searching entries, listing tags, and viewing journal statistics.

SSH MCP Server

Enables AI assistants to securely connect to and manage remote servers via SSH, supporting command execution, file transfers via SFTP, and multi-server management with both password and SSH key authentication.

MCP Template

A TypeScript template for building Model Context Protocol servers that provides a structured foundation with automated tools, testing, and synchronization capabilities.

arxiv-paper

A paper retrieval and content parsing tool based on arXiv, supporting paper search, PDF link retrieval, and content parsing functions, suitable for obtaining the latest papers in academic research and AI fields.

Smart Shell MCP Server

Cross-platform command execution server that intelligently adapts shell commands to the operating system and detects project-specific package managers (npm/bun, pip/poetry), with runtime-editable command mappings per project.

Model Context Protocol Daemon

模型上下文协议守护进程 - 用于安装、运行和管理 MCP 服务器的工具

GitHub Search MCP Server

Enables searching and exploring GitHub repositories with tools for cloning repos, searching code with regex, browsing directory structures, reading files, and extracting code outlines.

LandingAI ADE MCP Server

Enables extraction of text, tables, and structured data from PDFs, images, and office documents using LandingAI's Agentic Document Extraction API. Supports both direct parsing and background job processing for large files with privacy-focused processing.

AssemblyAI MCP Server

Enables AI assistants to transcribe audio files from URLs or local paths using AssemblyAI's services, with support for speaker diarization, language detection, and asynchronous job management through a standardized MCP interface.

Expo iOS Development MCP Server

Enables LLM tools to control iOS Simulator, manage Expo/Metro development servers, capture screenshots and videos, stream logs, and execute UI automation tests via Detox for React Native/Expo applications.

Fake Store API MCP Server

Provides seamless access to the Fake Store API for AI assistants with 18 CRUD tools for managing e-commerce data including products, carts, and users. Perfect for e-commerce demos, testing, and learning MCP development with zero configuration required.

OpenAI SDK Knowledge MCP Server

An MCP server that provides deep knowledge about OpenAI APIs and SDKs, enabling users to query technical information through various MCP clients including ChatGPT Deep Research, Cursor, and OpenAI Responses API.

Django Firebase MCP

A Django app that implements Firebase Model Context Protocol server, enabling AI agents to interact with Firebase services (Authentication, Firestore Database, Cloud Storage) through a standardized protocol.

Cost Explorer MCP Server

Enables querying and analyzing AWS cost and usage data through the AWS Cost Explorer API. Supports cost comparisons, forecasting, dimension filtering, and cost change driver analysis with streamable HTTP deployment to Amazon Bedrock Agentcore Runtime.

Remote MCP Server

Allows deployment of a Model Context Protocol server on Cloudflare Workers without authentication, enabling AI models to access custom tools through a standardized interface.