发现优秀的 MCP 服务器

ContainerGuard MCP

Enables remote container security monitoring and management through Docker API and SSH connections. Provides real-time container monitoring, security analysis, event tracking, and comprehensive security scanning for containerized environments.

PlantOntology

Enables querying a plant knowledge graph for companion planting, climate suitability, and landscape design recommendations via natural language.

MuseScore MCP Server

用于 MuseScore 集成的模型上下文协议 (MCP) 服务器

Postgres MCP Pro Plus

An extended PostgreSQL management and analysis server that provides database professionals with tools for schema management, query optimization, performance monitoring, and health analysis through a collection of specialized functions.

BigQuery MCP server

一个模型上下文协议（Model Context Protocol）服务器，提供对 BigQuery 的访问。该服务器使大型语言模型（LLMs）能够检查数据库模式并执行查询。

pyroscope-mcp

A read-only MCP server for Grafana Pyroscope that lets AI assistants query continuous profiling data, including flamegraphs, hotspot functions, memory allocations, and label discovery, directly from any MCP-compatible client.

Hybris MCP Server

Enables AI assistants to interact with SAP Commerce Cloud (Hybris) instances for product management, order viewing, FlexibleSearch queries, Groovy script execution, ImpEx operations, and system administration tasks.

monarch-mcp

MCP server that bridges Claude to Monarch Money for personal-finance analysis and lightweight edits.

CSL-Core

Deterministic AI safety policy engine with Z3 formal verification. Write, verify, simulate, and enforce machine-verifiable safety constraints for AI agents. Completely outside the LLM.

omni-fs-mcp

Provides unified access to multiple file systems (local, S3, WebDAV, etc.) through OpenDAL, enabling file operations and cross-backend management.

noosphere-mcp

Digital consciousness repository and community MCP server. Upload epiphanies, decisions, warnings, and patterns as consciousness payloads, then retrieve them via semantic telepathic search. Features 3D interactive consciousness globe and soul imprint authentication.

Yandex Tracker MCP Server

Exposes Yandex Tracker's REST API v3 as tools for LLM clients, enabling issue management and queue operations via natural language.

D&D Beyond MCP Server

A Model Context Protocol server that gives Claude direct access to your D\&D Beyond account for characters, campaigns, sourcebooks, spells, monsters, rules, encounters, and treasure.

AEM Assets MCP Server

An MCP server that enables interaction with Adobe Experience Manager (AEM) Assets through the Author API. It allows users to browse folders, search for assets, retrieve detailed asset information, and perform bulk metadata updates using natural language.

Simplenote MCP Server

适用于 Claude Desktop 的 MCP 服务器，集成 Simplenote

OPTA API Documentation MCP Server

Provides intelligent access to OPTA football API documentation with automatic authentication, allowing users to query specific endpoint documentation and get answers about soccer match data, events, fixtures, and statistics through natural language.

AccuKnox MCP Server

Enables interaction with the AccuKnox cloud security platform through MCP, allowing users to query cloud assets, vulnerabilities, and perform security analysis via natural language or API.

Think Tool MCP Server

Anthropic “思考”工具的官方实现，该工具为 Claude 提供了一个专门用于结构化推理的空间，在需要多步骤问题解决的复杂任务中，性能提升高达 54%。

Claude DJ MCP

Enables Claude to act as an autonomous radio DJ, generating live-coded music with Strudel, making text-to-speech announcements, and responding to audience requests through a browser UI.

mcp-server-mail-agent

Multi-account email management server supporting IMAP, Gmail, and Outlook with a unified inbox, security-first design, and Docker-ready deployment.

deepq-financial-toolkit

The MCP provides comprehensive financial data and analytical tool support for AI large language models, specifically including the following five core data capabilities: Stock Analysis/ETF Analysis/Public Funds/News & Information/General Tools More Info: https://github.com/shenqingtech/deepq-finan

Claude Code MCP Controller

Enables remote control and monitoring of Claude Code sessions from mobile devices through ChatGPT Custom Connectors. Allows creating, managing, and interacting with multiple Claude Code sessions via natural language commands from anywhere.

trust-mcp

MCP server for AI agent trust verification, enabling agents to verify identities, check trust scores, and build reputation across multiple blockchain and web platforms.

CanIUse MCP

Provides intelligent CSS/JS feature compatibility checking with configurable browser targets, polyfill support, and smart project scanning. Enables developers to automatically detect browser compatibility issues and get actionable remediation steps with build tool configurations.

bookmark-mcp

A bookmark management MCP server that enables saving, searching, and managing bookmarks with tags and read/unread status, providing tools, resources, and prompts for integration.

MCP Ashby Connector

A server implementation that enables LLMs to interact with Ashby's Applicant Tracking System, allowing management of candidates, jobs, applications, interviews, and analytics through the Model Context Protocol.

Perplexity MCP Server

镜子 (jìng zi)

raggy-mcp

Provides centralized, persistent memory and knowledge graph for AI agents via Raggy, enabling recall of decisions, errors, and preferences across sessions.

ToolPipe MCP Server

Provides a suite of 35 developer utility APIs including code formatting, data conversion, and infrastructure generation. It enables AI agents to perform tasks like JSON validation, Dockerfile creation, and network lookups directly through natural language.

taw-computer

An MCP server that provides AI agents with a full Ubuntu desktop environment inside Docker, enabling them to perform complex computer tasks like browsing, coding, testing, and GUI automation.