Discover Awesome MCP Servers

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。

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.

VitalDB MCP Server

Enables natural language exploration and advanced analysis of VitalDB medical datasets. Supports statistical filtering, correlation analysis, group comparisons, anomaly detection, and comprehensive visualization of physiological signals and patient data.

Housing MCP Server

用于查询公共住房信息的 MCP 服务器

vcon-mcp

MCP server for storing, managing, and analyzing IETF vCon (Virtual Conversation) data with AI assistants.

mcp-19hz

Enables querying electronic/dance music events from 19hz.info by region, with tools to list available regions and retrieve events data.

ziwei-mcp

A professional Ziwei Doushu (Purple Star Astrology) MCP server that generates and interprets astrological charts, analyzes fortune and compatibility, and provides visualizations.

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.

wharfy

MCP server for managing local dev ports on macOS. It enables AI agents to inspect listening ports, identify owning processes and parent chains, kill processes safely, wait for ports, and report LAN exposure.

camoufox-reverse-mcp

An anti-detection browser MCP server designed for JavaScript reverse engineering through the Camoufox engine. It enables AI assistants to perform dynamic debugging, function hooking, and network interception while bypassing sophisticated bot detection mechanisms.

SSE-based Server and Client for

SSE 基本远程 MCP 服务器和客户端

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.

book-source-rule-mcp

An MCP-based rule parsing engine for creating book sources, supporting CSS selectors, JSONPath, regex, and text matching to extract and validate content from HTML, JSON, or text data.

SubjectBroker

Enables AI agents to access registered resources based on a fixed subject identity, enforcing default-deny policies and auditing for controlled context sharing.

wesioiot-mcp

MCP server for MiniMax media generation (TTS, image, video, music) routed through the wesioiot proxy, enabling media creation with PT-BR voices and async job polling.

iGenius Memory MCP Server

Provides persistent AI memory and visual analysis tools for any MCP-compatible agent via the iGenius Memory service.

Flux Cloudflare MCP

An MCP server that enables AI assistants to generate images using Black Forest Labs' Flux model via Cloudflare Workers.

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.

InBiot MCP Server

Provides real-time air quality monitoring and historical data analysis for InBiot MICA sensors with integrated WELL Building Standard compliance checks. It allows users to compare indoor conditions with outdoor weather and receive actionable health recommendations based on global air quality standards.

delphi7

MCP server that exposes the complete Delphi 7 RTL/VCL index as tools for AI agents, enabling precise lookups for symbols, class members, unit interfaces, and source contexts to generate accurate legacy Delphi 7 code.

MCP Data Integration Server

Enables reading, normalizing, validating, merging, and exporting data from Excel, CSV, JSON, and SQLite sources into a unified schema, with tools exposed via FastMCP.

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.

gojira-mcp

Atlassian Cloud admin MCP server for project/scheme management, custom field admin, Jira automation CRUD, Assets CMDB, JSM request type/SLA/queue config, Confluence space lifecycle, and org-admin APIs, designed to complement the official Atlassian Rovo MCP.

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.

mitre-mcp

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

Azure DevOps MCP Server

Enables AI assistants to interact with Azure DevOps for managing work items, repositories, wikis, and automating development workflows.

Spyglass AI MCP Server

Enables LLMs to query telemetry data via the Spyglass AI agent, providing intelligent insights about application performance, errors, and bottlenecks.

UE-MCP

Gives AI assistants deep read/write access to the Unreal Editor through 21 category tools covering 525+ actions, plus a YAML flow engine for multi-step workflows.

rhino-mcp

Enables AI clients such as Codex, Claude, and Cursor to control Rhino and Grasshopper through natural language, including creating and modifying geometry, managing layers, inspecting scenes, and running Grasshopper operations.