发现优秀的 MCP 服务器

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.

gotoHuman MCP Server

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

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-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.

mcp-atlassian

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

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.

medterms-mcp

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

mcp-hayabusa

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

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.

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.

@ffmpeg-micro/mcp-server

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

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.

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.

rm-brain MCP server

Enables searching and exploring handwritten reMarkable notebooks through a natural conversation with Claude Desktop, with full-text search, classification, and source citations.

mcp-notify

MCP Server for notify to telegram / weixin

mcp-github-advanced-search

Enables LLMs to perform advanced GitHub code searches with intelligent filtering and content retrieval using Playwright automation, optimized for DeepSeek integration.

jenkins-mcp

MCP server that triggers Jenkins automation jobs and returns their results, with an action registry, parameter validation, and credential redaction.

vision-mcp

Provides vision capabilities to text-only LLMs via MCP, enabling image understanding, Q&A, OCR, and image processing through cloud multimodal APIs.

Scalekit MCP Server

Enables AI assistants to interact with Scalekit's identity and access management platform through natural language queries. Supports managing environments, organizations, users, OIDC connections, workspace operations, and MCP server configurations with OAuth-protected access.

Hermes MCP Server

A lightweight Node.js MCP server with zero dependencies offering 9 built-in tools for system info, web fetching, GitHub search, file operations, shell execution, and key-value memory, enabling AI agents to perform these tasks via the Model Context Protocol.

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.

techzone-mcp

MCP server for IBM Technology Zone: manage reservations end-to-end and search the catalog from Claude.

jasperreports-mcp-server

Enables AI assistants to interact with JasperReports Server for report execution, resource management, and job scheduling via MCP tools.

mcp-server-mariadb

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