发现优秀的 MCP 服务器

mcp-chatgpt-bridge

MCP server that lets Claude Code consult ChatGPT for a second opinion mid-task, with explicit context passed by the caller.

InputMCP

Enables collecting contextual user input through a dedicated Electron window interface. Supports drawable image input and other input types, allowing MCP clients to request interactive user submissions.

Evidence MCP

Provides an evidence-oriented MCP interface for Evidence RAG Pilot, enabling retrieval of evidence packages, chunks, and evidence images from PDF-based corpora.

gotoHuman MCP Server

Enables AI agents to request human approvals with customizable forms, webhooks, and team features.

shd-music

Enables searching and ripping high-quality audio from Deezer using an ARL cookie, with automatic decryption, tagging, and local library publication.

mcp-atlassian

Enables interaction with Atlassian Confluence and Jira through natural language, allowing users to search, create, update, and transition issues and pages.

InvoiceFlash MCP

Read-only MCP server that connects to an InvoiceFlash MySQL database, exposing clients, invoices, and quotes as tools for natural language querying via Claude Desktop or Claude Code.

MCP IE Migration VRT

Controls two browser sessions (Edge IE mode and Chromium Edge) simultaneously to capture and compare screenshots for visual regression testing of legacy-to-modern UI migration.

eval-mcp-server

Exposes a deterministic AI-slop scanner and RAG grounding grader as MCP Tools, Resource, and Prompt, enabling any MCP client to evaluate text quality and context faithfulness.

Agent Policy Gateway MCP Server

Compliance and guardrails infrastructure for AI agents, enabling safe operations within regulatory boundaries like GDPR and EU AI Act.

BetterTouchTool MCP Server

Enables AI assistants to control and interact with BetterTouchTool on macOS, allowing users to query configurations, execute triggers and actions, manage variables and widgets, control presets, and access clipboard contents through natural language.

mlflowAgent

MLflow 的 MCP 服务器 (MCP server for MLflow) 可以翻译成： **用于 MLflow 的 MCP 服务器** This is a direct and accurate translation. It's understandable and commonly used. Alternatively, depending on the context, you might also consider: * **MLflow 的模型配置协议服务器** (MLflow's Model Configuration Protocol server) - This is a more literal translation if you want to emphasize the "Model Configuration Protocol" aspect of MCP. However, it's less common and might sound a bit technical. Therefore, the best translation is: **用于 MLflow 的 MCP 服务器**

llm-code-security-review-mcp

MCP server that guides LLM security reviews step-by-step, tracking progress and ensuring all assigned source code is read before completing each plan step.

medterms-mcp

Medical terminology MCP server — ICD-10, MedDRA, RxNorm, CTCAE for AI agents

Context-MCP

Intelligent context manager for AI coding assistants that uses a three-level memory system (core, active, archive) to remember project context across conversations.

kyiv-alerts

Provides read-only MCP tools to query historical air-raid alerts for Kyiv City, including alert windows, sleep window overlaps, and data coverage verdicts.

jumpserver-ssh-mcp

Enables AI agents to securely execute remote commands via SSH or JumpServer, with flexible gateway configuration and plugin-based matchers for JumpServer login interfaces.

anno

Local-first HTML review workspace for AI coding agents, enabling direct text and formatting edits, element comments, area annotations, and slide-aware review with durable agent handoffs.

@ffmpeg-micro/mcp-server

Enables AI agents to create, monitor, and download video transcodes through the FFmpeg Micro REST API.

Shutterstock Stock Photo MCP Server

Enables AI agents to search for stock photography based on current location and weather conditions using the Shutterstock API.

App Publisher MCP

An MCP server for vibe coders to generate app icons with AI, auto-resize for iOS/Android, and publish to app stores, all from an AI coding assistant.

mcp-notify

MCP Server for notify to telegram / weixin

mcp-hayabusa

Connects Claude to Hayabusa for Windows event log forensics and threat hunting, enabling natural language queries and analysis of EVTX files.

Gemini URL Context & Search MCP Server

Enables web content extraction and Google Search through Google AI Studio's URL context functionality. Supports batch processing of multiple URLs and returns structured JSON output for web page text and image analysis.

loop-improver-mcp

MCP server that inspects older repos, identifies stale guidance, and installs a managed foundation for better Copilot work including instructions, objectives, specialist agents, and insights.

CRC-LNM Medical Agent

Provides a six-tool research-assistance workflow for CRC-LNM cases using precomputed CT, pathology features, and clinical values. Enables multimodal analysis and research queries on deidentified cases.

FastMCP IoT Sensor Server

Simulates a network of IoT environmental sensors and exposes their data and controls as MCP tools that any MCP client can query and act on.

mcp-server-mariadb

MCP server for MariaDB that exposes database schema as resources and provides a read-only query tool to retrieve data.