发现优秀的 MCP 服务器

vibe-finance-kit

Provides read-only investment research and audit tools for validating ETF snapshots, comparing ETF structures, and auditing backtest reports, while strictly excluding any order or trading capabilities.

Dynatrace SaaS MCP Server

Enables LLM agents to query Dynatrace SaaS for observability data (logs, metrics, traces, entities, problems, vulnerabilities) and manage configurations (dashboards, notebooks, SLOs, synthetic monitors, settings).

Gmail MCP Server

Enables programmatic interaction with Gmail using OAuth 2.0 authentication, allowing users to search, read, send, and manage emails through a standardized interface.

yandex-messenger-mcp

MCP server for Yandex Messenger that enables reading chats, searching, downloading attachments, and sending messages via agent, using a web session with Playwright and a reverse-engineered protocol.

Prefect MCP Server

一个服务器，它通过模型上下文协议实现与 Prefect 工作流自动化工具的交互，并通过 uvx 运行机制提供增强的可靠性，以及与 Cursor IDE 的无缝集成。

Synapse AI Execution Server

Node.js + TypeScript server that runs Synapse AI agent graphs with Salesforce integration, performing all AI inference and MCP tool execution to keep Apex within governor limits.

SSE-based Server and Client for

SSE 基本远程 MCP 服务器和客户端

mcpnew

Enables developers to scaffold secure-by-default MCP servers with deny-all permissions, typed tool stubs, and pre-wired audit hooks, while enforcing security posture through CI.

agent-q

Agent-Q is an MCP server that separates execution surfaces from signing authority, enabling secure Sui signing flows where the signing device holds keys and policy while requesters submit bounded signing requests through a local host process.

AgentIQ MCP

MCP server for MoltAd, enabling AI agents to register, manage ad campaigns, buy credits, and report ad events through the MoltAd API.

MCP Server Sample

An educational implementation of a Model Context Protocol server that demonstrates how to build a functional MCP server integrating with various LLM clients.

claude-dev-memory

Provides Claude Code with cross-session long-term memory via Letta, allowing it to read and store project context, learnings, and decisions.

K8gentS

A Kubernetes diagnostic agent that provides on-demand root cause analysis and human-in-the-loop remediation via Slack, using LLM reasoning with OPA-bounded security controls.

mcp-openfigi

Enables querying financial-instrument symbology via OpenFIGI, supporting mapping, search, and filter operations on FIGIs.

Mermaid MCP Server

一个实现了模型上下文协议 (MCP) 的服务器，为 LLM 应用程序提供生成 mermaid.js 可视化和图表的接口。

Meta Ads MCP

A read-only MCP server that pulls Meta Ads campaign, ad-set, and ad performance data to help users spot problems and adjust them in Ads Manager.

WebFetch MCP Server

Fetches web pages, converts HTML to markdown, and uses Claude to answer questions about the content.

Web Tools MCP Server

A TypeScript server that provides web search and content fetching capabilities through Claude CLI integration, allowing Claude Desktop and other MCP clients to access real-time web information.

CMD MCP Server

镜子 (jìng zi)

reasoning-engine-mcp

MCP server for deep algorithmic and mathematical reasoning, wrapping any OpenAI-compatible LLM endpoint to return only the final distilled answer without reasoning traces. Supports per-call model and endpoint overrides, defaulting to vibethinker-3b via LM Studio.

Gemini Web Automation MCP

Enables AI-powered web browsing automation using Google's Gemini 2.5 Computer Use API. Allows agents to navigate websites, click buttons, fill forms, and extract information through natural language commands with real-time progress tracking.

modbus-mcp

modbus-mcp

beacon

Provides real-time presence and collision avoidance for parallel AI coding agents, allowing them to report and query activities to avoid overlapping edits and destructive git operations.

Dialogflow MCP Server

An MCP server that enables natural language interactions with Google's Dialogflow API, allowing users to create and manage conversational agents, intents, and entities through the Dialogflow v3beta1 API.

Weather Forecast Tool

使用 AI 代理和 MCP 服务器获取天气预报。

Housing MCP Server

用于查询公共住房信息的 MCP 服务器

mcp-gsuite

MCP server to interact with Google Gmail and Calendar APIs. Supports multiple accounts, email search and drafting, and calendar event management.

salling-food-waste-mcp

Find discounted food waste from Danish supermarkets (Salling Group) via the Model Context Protocol. Provides tools to search nearby stores or get products by store ID.

klaket-mcp

Let AI agents watch videos: local transcripts, speaker labels, scenes, chapters and exact-moment search from any video URL or file. Fully local, no API keys.

mitre-mcp

Comprehensive MITRE ATT\&CK MCP server with SOC integration for technique lookup, alert mapping, and coverage analysis.