发现优秀的 MCP 服务器

GameDevBench MCP

Enables LLM agents to capture screenshots and visualize runtime behavior within the Godot game engine for game development benchmarking. It utilizes AppleScript to provide display capture functionality for agents running on macOS.

PyGo MCP

An MCP server that gives AI assistants deep awareness of the PyGo framework, enabling code generation, schema querying, module inspection, and registry operations through natural language.

auseklis

Astrology MCP server that computes natal charts, transits, synastry, progressions, returns, eclipses, retrogrades, and moon phases from a real ephemeris, enabling AI agents to provide accurate astrological calculations without hallucination.

resume-tailor-mcp-server

Helps job seekers tailor their resume and generate cover letters against a specific job posting, powered by Claude.

Customer-Try

MCP server for intelligent car sales customer service, providing inventory search, stock checking, and price quoting tools.

MetaDock

Control the MetaDock desktop workspace over MCP: browsers, layouts, bookmarks, downloads, and more.

Voyager AI Trip Planner

MCP server offering travel planning tools such as destination search, weather lookup, attraction discovery, and budget estimation.

Mobile Agent Guardian

A five-level safety and verification layer for embodied mobile agents that provides auditable, secure phone control through vision classification, verify-after-act loops, and cryptographic anchoring.

SecureMCP-Agentic

Provides a set of tools with a security verification layer that assesses risk and requires human approval for high-risk actions, reducing prompt injection and tool-poisoning attacks.

Personas-MCP-Server

Okay, here are a few options for translating "Model Context Protocol server implementation for my AI personas" into Chinese, with slightly different nuances: **Option 1 (More literal, emphasizes technical aspect):** * **为我的AI角色实现的模型上下文协议服务器** (Wèi wǒ de AI juésè shíxiàn de móxíng shàngxiàwén xiéyì fúwùqì) * This is a more direct translation. * "为我的AI角色" (Wèi wǒ de AI juésè) - "For my AI personas" * "实现的模型上下文协议服务器" (Shíxiàn de móxíng shàngxiàwén xiéyì fúwùqì) - "Implemented Model Context Protocol server" **Option 2 (Slightly more natural, emphasizes purpose):** * **用于我的AI角色的模型上下文协议服务器实现** (Yòng yú wǒ de AI juésè de móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) * This emphasizes the *use* of the implementation. * "用于我的AI角色" (Yòng yú wǒ de AI juésè) - "For my AI personas" (literally, "Used for my AI personas") * "模型上下文协议服务器实现" (Móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) - "Model Context Protocol server implementation" **Option 3 (More concise, suitable for technical documentation):** * **AI角色模型上下文协议服务器实现** (AI juésè móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) * This is the most concise and might be suitable for a technical document or code comment. It assumes the context makes it clear that the implementation is *for* the AI personas. * "AI角色" (AI juésè) - "AI personas" * "模型上下文协议服务器实现" (Móxíng shàngxiàwén xiéyì fúwùqì shíxiàn) - "Model Context Protocol server implementation" **Vocabulary Breakdown:** * **模型 (Móxíng):** Model * **上下文 (Shàngxiàwén):** Context * **协议 (Xiéyì):** Protocol * **服务器 (Fúwùqì):** Server * **实现 (Shíxiàn):** Implementation, to implement, to realize * **AI角色 (AI juésè):** AI personas (角色 means role, character, or persona) * **为 (Wèi):** For * **用于 (Yòng yú):** Used for * **我的 (Wǒ de):** My **Recommendation:** The best option depends on the context. * If you want a very clear and direct translation, use **Option 1**. * If you want to emphasize the purpose of the implementation, use **Option 2**. * If you need a concise version for technical documentation, use **Option 3**. I hope this helps! Let me know if you have any other questions.

polymarket-mcp

Enables AI assistants to query Polymarket prediction markets and analyze market data through the MCP interface.

Elasticsearch MCP Server

Exposes Elasticsearch semantic search capabilities as MCP tools, enabling ELSER, kNN, and hybrid search with automatic index setup.

Rovodev CLI MCP

Exposes Rovodev CLI as MCP tools for interacting with Rovodev agent, including session management, streaming chunk-caching, and tool-based CLI operations.

DepScope

Package intelligence MCP server. Stops AI agents from installing hallucinated/malicious packages across 17 ecosystems. 22 tools, free, no auth.

neil-mcp-server

MCP MySQL 可以指代多种含义，取决于上下文。以下是一些可能的翻译和解释： **1. 如果 MCP 指的是 "Master Control Program" (主控程序):** * **主控程序 MySQL (zhǔ kòng chéngxù MySQL):** 这强调了 MySQL 是由一个主控程序控制的。 这种翻译比较字面，可能不太常见。 **2. 如果 MCP 指的是 "Microsoft Certified Professional" (微软认证专家):** * **微软认证专家 MySQL (wēiruǎn rènzhèng zhuānjiā MySQL):** 这表示拥有微软认证的 MySQL 专家。 **3. 如果 MCP 是一个特定的软件、工具或项目名称，并且与 MySQL 相关：** * 在这种情况下，最好保持原文，并根据上下文添加解释。例如： * **MCP (与 MySQL 相关的项目) (MCP (yǔ MySQL xiāngguān de xiàngmù))** * **MCP (用于管理 MySQL 的工具) (MCP (yòng yú guǎnlǐ MySQL de gōngjù))** **4. 如果 MCP 是一个缩写，代表其他含义，并且与 MySQL 相关：** * 需要知道 MCP 的完整含义才能进行准确翻译。 例如，如果 MCP 代表 "MySQL Configuration Protocol"，那么翻译可以是： * **MySQL 配置协议 (MySQL pèizhì xiéyì)** **总结：** 由于 "mcp mysql" 信息不足，最准确的翻译取决于 MCP 的具体含义。 请提供更多上下文，以便我提供更准确的翻译。

kiro-research-mcp

Implements Anthropic's multi-agent research methodology with tools for iterative web search, source quality scoring, citation tracking, and quality-tiered report generation.

Cisco FMC MCP Server

A read-only Model Context Protocol server that enables LLMs to query Cisco Firepower Management Center (FMC) for firewall configurations, network objects, and deployment status. It features automatic token management and built-in rate limiting to safely interact with FMC 7.4.x instances through natural language.

Codex Bridge

A self-hosted MCP server that lets claude.ai delegate tasks to OpenAI Codex CLI, billed through the ChatGPT subscription, with tools for job submission, status polling, and result retrieval.

Guardrails MCP Server

Enables AI agents to integrate with Guardrails to check user values, make aligned decisions, and respect faith-based preferences. It provides tools for profile management, rule-based compatibility checks, and faith-aware scheduling.

Gmail + Calendar MCP Server

A multi-account MCP server providing 72 tools for Gmail and Google Calendar, with password protection, environment variable-based credentials, and support for multiple accounts.

Canva MCP Server

Enables creation and management of Canva presentations through natural language, leveraging LLM for narrative planning and integrating with Canva's API for design operations.

Paid Media MCP

Enables Claude to access and analyze your paid media campaign data, team structure, performance metrics, and reporting templates, so it can answer questions and assist with analysis directly in your workflow.

Redmine MCP Server

Enables AI applications to interact with Redmine project management systems for issue tracking, time logging, and project management through natural language.

FastMCP_RecSys

一个基于 CLIP 的时尚推荐系统，允许用户上传服装图片，并根据视觉分析接收标签和推荐。

mcp-securitytrails

Wraps the SecurityTrails API to enable querying domain, IP, and DNS data through MCP tools or natural language via the Pipeworx gateway.

ecobrowser MCP server

Enables AI agents to control a browser via MCP with structured perception, verified actions, and self-healing capabilities.

Shodan MCP Server

Enables comprehensive security reconnaissance, vulnerability assessment, and threat intelligence gathering by integrating Shodan's API. It provides tools for searching internet-connected devices, performing DNS operations, and querying the Shodan exploit database.

RouteKit MCP

Route optimization API for Brazil with tools for geocoding, distance matrices, isochrones, and advanced vehicle routing, supporting constraints like time windows, skills, and multi-profile fleets.

Code Guider MCP Server

An AI-powered local MCP server that provides intelligent code guidance, workflow automation, and quality assurance with hybrid storage and role-based execution.

US ISO Grid MCP

Enables real-time access to US electricity generation, fuel mix, and demand data through natural language queries.