发现优秀的 MCP 服务器

Velo Payments API MCP Server

An MCP server that enables interaction with Velo Payments APIs for global payment operations, automatically generated using AG2's MCP builder from the Velo Payments OpenAPI specification.

MCP Host Project

Okay, here's a translation of the English text "Showcases how to integrate Spring AI's support for MCP (Model Context Protocol) within Spring Boot applications, covering both server-side and client-side implementations." into Chinese: **Option 1 (More Literal):** 展示如何在 Spring Boot 应用中集成 Spring AI 对 MCP (模型上下文协议) 的支持，涵盖服务端和客户端的实现。 **Option 2 (Slightly More Natural):** 本示例展示如何在 Spring Boot 应用中整合 Spring AI 的 MCP (模型上下文协议) 支持，包括服务端和客户端的实现方式。 **Explanation of Choices:** * **展示 (zhǎnshì) / 本示例 (běn shìlì):** Both mean "showcase" or "demonstrate." "本示例" (this example) is slightly more common in technical documentation. * **集成 (jíchéng) / 整合 (zhěnghé):** Both mean "integrate." "整合" can sometimes imply a more thorough or seamless integration. * **Spring AI 对 MCP (模型上下文协议) 的支持 (Spring AI duì MCP (móxíng shàngxiàwén xiéyì) de zhīchí):** This is a direct translation of "Spring AI's support for MCP (Model Context Protocol)." The Chinese translation of "Model Context Protocol" is "模型上下文协议" (móxíng shàngxiàwén xiéyì). * **涵盖 (hāngài) / 包括 (bāokuò):** Both mean "covering" or "including." * **服务端 (fúwùduān) / 客户端 (kèhùduān):** These are standard translations for "server-side" and "client-side," respectively. * **实现 (shíxiàn) / 实现方式 (shíxiàn fāngshì):** Both mean "implementation." "实现方式" (implementation method/way) is slightly more descriptive. **Recommendation:** I would recommend **Option 2 (Slightly More Natural):** **本示例展示如何在 Spring Boot 应用中整合 Spring AI 的 MCP (模型上下文协议) 支持，包括服务端和客户端的实现方式。** This option sounds a bit more natural and is commonly used in Chinese technical documentation.

OpenFeature MCP Server

Provides OpenFeature SDK installation guidance for various programming languages and enables feature flag evaluation through the OpenFeature Remote Evaluation Protocol (OFREP). Supports multiple AI clients and can connect to any OFREP-compatible feature flag service.

MCP Server

A Multi-Agent Conversation Protocol Server that interfaces with the Exa Search API, allowing agents to perform semantic search operations through a standardized protocol.

Interactive Feedback MCP

MCP server that enables human-in-the-loop workflow in AI-assisted development tools by allowing users to provide direct feedback to AI agents without consuming additional premium requests.

🤖 MCP Server — Agent X (Powered by Gemini Flash + Twitter API)

使用 MCP 服务器构建的 AI 代理

Bear MCP Server

镜子 (jìng zi)

RAG MCP Server

Combines a knowledge graph with RAG (Retrieval-Augmented Generation) capabilities for semantic code indexing and search. Enables creating entity relationships, managing observations, and performing semantic searches across indexed codebases.

QQ Channel Data Collector

Enables automated collection and downloading of multimedia content (images, GIFs, videos) from QQ channels. Features efficient video scraping, incremental updates, and intelligent fallback mechanisms for comprehensive media harvesting.

dev-chrome-monitor

Enables interaction with Chromium browser instances through Puppeteer for inspecting dev builds, capturing screenshots, and automating UI interactions. Features permission-gated tools for secure browser navigation, DOM manipulation, and JavaScript evaluation.

Oracle Sales MCP Server by CData

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

Symbol MCP Server (REST API tools)

MCP 服务器符号。（REST API 工具）

SuperCollider MCP Server

Enables AI assistants to generate and control real-time audio synthesis through natural language descriptions using SuperCollider. Features 10 built-in synth types, pattern sequencing, audio recording, and server lifecycle management for creating sounds from simple English descriptions.

mcp-golang-http-server

一个简单的 MCP 服务器，通过 SSE 暴露，并提供示例工具、资源和提示。 (Or, a slightly more formal translation:) 一个通过 SSE 暴露的简单 MCP 服务器，附带示例工具、资源和提示。 **Explanation of Choices:** * **MCP:** I've left "MCP" as is, assuming it's a specific acronym or term that's best understood in its original form. If you have the full name of what MCP stands for, I can provide a more accurate translation. * **SSE:** Similarly, I've left "SSE" as is. It's likely an acronym for Server-Sent Events, which is a technical term. * **暴露 (bào lù):** This translates to "exposed" or "revealed." It's a common term in software development to describe making a service or API accessible. * **示例 (shì lì):** This translates to "example." * **工具 (gōng jù):** This translates to "tools." * **资源 (zī yuán):** This translates to "resources." * **提示 (tí shì):** This translates to "prompts" or "hints." * **附带 (fù dài):** This translates to "attached" or "included with." It's a slightly more formal way to say "with." The second translation using "附带" is slightly more formal and might be preferred in technical documentation. The first translation is more direct and easier to understand. Choose the one that best suits your audience and context.

MCP Server Implementations

使用服务器发送事件 (SSE) 的模型控制协议 (MCP) 自定义服务器实现

Modes MCP Server

镜子 (jìng zi)

Kodit

A Code Indexing MCP Server that connects AI coding assistants to external codebases, providing accurate and up-to-date code snippets to reduce mistakes and hallucinations.

Concept Tracker

Automatically extracts technical concepts from AI coding conversations, organizes them into a searchable knowledge base with hierarchy and categories, and links them to specific locations in your codebase.

Next.js MCP Server

A template MCP server built with Next.js using the Vercel MCP Adapter. Provides a framework for deploying MCP servers with custom tools, prompts, and resources on Vercel with SSE transport support.

LumenX-MCP Legal Spend Intelligence Server

MCP server that enables intelligent analysis of legal spend data across multiple sources (LegalTracker, databases, CSV/Excel files), providing features like spend summaries, vendor performance analysis, and budget comparisons.

MCP Odoo Shell

A bridge server that provides access to an Odoo shell environment, allowing execution of Python code within an Odoo database context for model introspection and database operations.

MCP Perplexity Server

Provides AI-powered search, research, and reasoning capabilities through integration with Perplexity.ai, offering three specialized tools: general conversational AI, deep research with citations, and advanced reasoning.

Filesystem MCP Server

镜子 (jìng zi)

web-monitor-mcp-safepoint

安全点 Web 监控的 mcp 服务器 (Ānquán diǎn Web jiānkòng de mcp fúwùqì)

GitLab MCP Server

Enables AI assistants to interact with GitLab projects, allowing users to query merge requests, review discussions, view pipeline test results, search by branch, and respond to comments through natural language.

Content Server

Stores Organizations content

OpenTargets MCP Server

Unofficial Model Context Protocol server for accessing Open Targets platform data for gene-drug-disease associations research.