发现优秀的 MCP 服务器

supermem

Enables storing and querying a personal knowledge graph as a shared memory, allowing agents and tools to remember facts, entities, relations, and recall relevant context via natural language hybrid search.

Agent-net

Agent to Agent network

OpenRouter MCP Server

A Model Context Protocol server that provides unified access to 400+ AI models from 30+ providers through OpenRouter's API, enabling seamless integration with Claude Code.

adextract

Ad libraries are public but fragmented. Every platform is a silo - different UI, different filters, different quirks. If you want to see what competitors are running, you're either opening four tabs and pasting into Excel, or maintaining scrapers that rot with every layout change. adextract gives AI agents a single MCP endpoint to search, read, and compare ads across Meta, TikTok, LinkedIn, and mo

Image Processor MCP Server

A TypeScript-based MCP server that implements a simple notes system, allowing users to create, access, and generate summaries of notes via Claude Desktop integration.

Android Proxy MCP

An MCP server that enables AI assistants to capture and analyze HTTP/HTTPS traffic from Android devices. It supports smart searching of network requests and provides tools for detailed traffic analysis via natural language.

Agent Tools

Provides 9 utility APIs for AI agents covering DNS, email, IP, QR, WHOIS, URL health, headers, text extraction, and tech detection, with x402 micropayments on Base.

AgentAegis

Provides a high quality cybersecurity tool platform with pay as you go pricing (no subscription).

ImageAPI AI MCP Server

MCP server for ImageAPI AI that lets AI assistants generate high-resolution images, refine prompts for free, and inspect account credits directly in development workflows and chat sessions.

Windows Automation MCP Server

Provides comprehensive Windows system control including file operations, process management, window control, screenshots, clipboard access, PowerShell/CMD execution, and optional mouse/keyboard automation and browser control capabilities.

agentic_actions_mcp

Enables file IO operations and terminal commands via agentic actions using the MCP protocol.

MCP JIRA Server

A Model Context Protocol server that enables AI assistants to create and manage JIRA issues with rich markdown formatting and automatic conversion to Atlassian Document Format.

ssh-mcp-server

MCP server that enables AI agents to execute commands on remote machines via SSH with secure credential handling, multiple host support, and configurable security guards.

ask-panda

MCP server for querying PanDA documentation, analyzing job errors, and retrieving JSON data using multiple AI models.

Lighthouse MCP

Lighthouse MCP

ComplianceFabricMcp

A calculator-focused MCP server built with the NitroStack framework, providing tools, resources, and prompts for basic arithmetic operations.

Petstore MCP Server

Enables interaction with a sample Pet Store API based on OpenAPI 3.1 specification, allowing users to manage pet store operations through natural language commands.

MCP Design System Extractor

Server that enables AI assistants to interact with Storybook design systems. Extract component HTML, analyze styles, and help with design system adoption and refactoring.

CongressMCP

An MCP server for the Congress.gov API that consolidates 91 operations into 6 comprehensive legislative tools that can be used by any MCP client (i.e. Claude Desktop), or MCP-compatible AI agent, to query and reason about congressional data.

mcp-server-whoop

A local-first, read-only MCP server that provides compact recovery, sleep, strain, HRV, heart-rate, workout, and body-measurement data from WHOOP without sending credentials to a third party.

UluAlgorandMCP

Algorand ecosystem MCP server that identifies applications, assets, protocols, and resolves .algo names, providing meaning rather than raw chain data.

claude-legal-persistent-memory-pl

Persistent memory server for AI assistants that stores notes with categories and tags, and enables full-text recall across sessions.

nanobanana-mcp-server

MCP server for AI image generation using Google Gemini models with intelligent model selection between Flash and Pro, supporting aspect ratios and search grounding.

airi-android

A MCP server that enables LLMs to control Android devices via ADB, supporting input, UI hierarchy, device management, and shell commands.

Daily Hots MCP

A Python-based MCP server that aggregates real-time trending topics and news from over 30 sources including social media, technology, and finance platforms. It enables AI applications to retrieve the latest hot searches and news from major services like Weibo, Baidu, and IT Home through a unified interface.

Meta Prompt MCP Server

A server that transforms a standard Language Model into a dynamic multi-agent system where the model simulates both a Conductor (project manager) and Experts (specialized agents) to tackle complex problems through a collaborative workflow.

Fal.ai MCP Server

Enables seamless integration with Fal.ai's 600+ image generation models including Flux and Stable Diffusion. Supports real-time streaming, workflow execution, and unified access to AI image generation through natural language.

Excel LSP

An MCP server that provides a semantic index and 14 bounded tools for AI agents to navigate Excel workbooks by symbols, references, and diagnostics, avoiding the need to read entire rows.

Quake Coding Arena MCP

Gamifies your development environment with authentic Quake 3 Arena achievement sounds and dual voice announcers. Triggers motivational audio feedback for coding milestones like streaks, perfect implementations, and team events with customizable volume and voice pack controls.

Smart Connections MCP Server

A read-only MCP server that enables semantic search of your Obsidian vault using Smart Connections embeddings, with path validation and security.