发现优秀的 MCP 服务器

mshegolev/prometheus-mcp

MCP server for Prometheus metrics and observability. Give Claude (or any MCP-capable agent) read access to your Prometheus instance — query metrics with PromQL, inspect active alerts, and explore scrape targets without leaving the conversation. Tools: prometheus_list_metrics, prometheus_query, prometheus_query_range, prometheus_list_alerts, prometheus_list_targets.

Claude Code Orchestrator MCP

Enables Codex to orchestrate multi-agent coding by routing tasks to local Claude Code workers via CCSwitch, managing cost and model selection for planning, execution, and review.

Commodore 64 Ultimate MCP Server

Enables AI assistants to control Commodore 64 Ultimate hardware via REST API, supporting program execution, memory operations, disk management, audio playback, and device configuration through natural language commands.

cookbook-brain

An MCP server that gives AI agents persistent, file-based memory stored as plain markdown files in a local git repository, enabling agents to remember, recall, and build on information across sessions.

MCP Sentinel

Runtime call-chain anomaly monitor for MCP servers that detects emergent attacks and rug-pull patterns by analyzing sequences of tool calls across sessions.

BrowserTools MCP

一个浏览器监控和交互工具，它使人工智能应用程序能够通过 Chrome 扩展程序，经由 Anthropic 的模型上下文协议 (Model Context Protocol) 来捕获和分析浏览器数据。

MemoryGraph

A graph-based MCP server that provides AI coding agents with persistent memory to store patterns, track complex relationships, and retrieve knowledge across sessions. It leverages graph structures to handle temporal queries and relational paths that traditional vector stores often miss.

foldkit

MCP server for foldkit — exposes the 7-prime spine, 7 κ-bands, and 6 fold operations as native tools and resources in any MCP client.

Nano Banana MCP Server

An MCP server that provides AI-powered image generation through Google Gemini models with intelligent selection between Flash (speed) and Pro (quality) modes, supporting up to 4K resolution and advanced features like Google Search grounding.

MCP Installer

一个元服务器，允许 Claude 从 npm 或 PyPi 安装其他 MCP 服务器，从而能够通过外部工具轻松扩展 Claude 的功能。

local-time-mcp

An introductory MCP server that provides local time tools like getting current time, formatting, computing time differences, and listing timezones.

Avanza MCP Server

Provides access to Avanza's public API for real-time Swedish stock quotes, fund information, and comprehensive market data. It enables users to perform detailed stock analysis, compare funds, and retrieve portfolio holdings through natural language.

Xray MCP

An MCP server that integrates Cursor IDE with Xray Test Management for Jira, enabling management of tests, test executions, test plans, and import/export operations.

mcp-steampipe

这是一个为 Steampipe 编写的 MCP。 这个 Steampipe MCP 工具允许 Claude 使用自然语言请求直接与您的 Steampipe 安装进行交互。 它通过 Steampipe CLI 执行提供的 SQL 查询，并将数据结果以 JSON 格式返回给 Claude。

portfolio-mcp

An MCP server for managing MDX blog posts and project data with built-in Git integration for automated commits and pushes. It enables AI assistants to perform full CRUD operations on portfolio content through a standardized protocol or REST API.

PyContextify

Semantic search server with relationship-aware discovery across codebases and documents.

ShelfGap Buyer Lens

A deterministic buyer-choice simulator inside ChatGPT that compares merchant offers against user-supplied alternatives, explains wins/losses, and tests what-if changes.

DuckDuckGo MCP Server

一个模型上下文协议（Model Context Protocol）服务器，为 Claude 提供 DuckDuckGo 搜索功能，通过一个简洁的工具界面实现网络搜索能力，并支持速率限制。

mcp-server

MCP server that provides tools to retrieve weather information from a weather API, supporting both local stdio and remote Streamable HTTP transports.

Richgo Finance MCP

Enables searching and analyzing Korean stocks using Richgo Finance data, including stock details, rankings, undervaluation, AI rankings, and curation screens.

Claude Code Conversation Search MCP

Enables searching all Claude Code conversations across projects using natural language queries and instantly provides resume commands to continue discussions.

borg-mcp

A read-only MCP server for BorgBackup that lets AI agents query backup status, repository info, archive listings, and prune previews without modifying or destroying backups.

ghl-mcp

MCP server for GoHighLevel sub-accounts, enabling management of CRM contacts, pipelines, calendars, invoices, and more via natural language.

Filopastry

Enables AI agents to generate, manipulate, and perform algorithmic music using Strudel.cc live coding environment. Provides 46+ tools for pattern generation across multiple genres, music theory operations, real-time audio analysis, and AI-powered composition.

MemDrive

Shareable memory for AI coding agents. Enables agents to remember and recall durable memories across sessions and share them as importable packs.

MCP Server Example

A reference implementation of a Model Context Protocol server that demonstrates core primitives including tools, resources, and prompts. It enables users to perform basic arithmetic operations and manage notes through a simple storage system.

Gemini Image Generator MCP Server

Generates and transforms images using Google's Gemini model through the MCP protocol, enabling AI assistants to create high-quality images from text prompts.

Gemini Image & Video Generation MCP

A production-ready MCP server that enables Claude and other LLMs to generate images and videos using Google's Gemini AI models (Gemini 2.0 Flash and Veo 2.0).

Shortcut.com MCP Server

一个模型上下文协议（Model Context Protocol）服务器的实现，该服务器允许 Claude 和其他 AI 助手与 Shortcut.com 的工单管理系统进行交互，以进行故事（Story）的搜索、查看、创建和更新。

bitrix24-mcp-server

A secure, self-hosted MCP server for Bitrix24 CRM that enables reading CRM data and performing confirmation-gated writes through schema discovery and OAuth integration.