发现优秀的 MCP 服务器

Optimized Memory MCP Server V2

一个基于 Python 的服务器，实现了模型上下文协议 (Model Context Protocol, MCP)，用于与 Claude Desktop 作为 MCP 客户端进行交互，并支持通过高效的内存管理进行互动。

ControlMCP

An MCP server that enables LLMs to see and control a computer — screen capture, window management, mouse and keyboard automation — with a structured plan-execute workflow for complex desktop automation.

mlctl

Enables natural language management of the full ML lifecycle including experiments, model registration, deployment, and pipeline orchestration through a conversational agent.

VayuChat MCP

A FastMCP server for natural language data analysis that allows users to load CSV files, execute Python code with pandas and numpy, and generate matplotlib visualizations. It provides a suite of tools for data exploration, statistical summaries, and querying datasets through MCP-compatible clients.

MCP Jira

Enables AI assistants to interact with Jira Cloud and Server/Data Center deployments for issue management, project tracking, and workflow automation. Supports multiple authentication methods including API tokens, OAuth 2.0, and personal access tokens.

mcp-arcgis-princewilliam

MCP server for accessing Prince William County, Virginia geospatial data (ArcGIS). Enables searching datasets, querying layers, and retrieving schema information.

LinkedIn Archive MCP

Enables Claude to read your own LinkedIn profile directly from a local data export, with no API keys, OAuth, or scraping. Tools cover profile, positions, skills, posts, connections, and more, supporting editing drafts and cross-checking against résumés.

drillr-mcp-server

Financial research data backend for AI agents, offering standardized financial data, semantic news and event search, paragraph-cited company filings, and alternative data across US, Japan, Hong Kong, and China A-shares.

PyTorch Lightning MCP Server

A minimal integration layer exposing PyTorch Lightning via a structured, machine-readable API for tools, agents, and orchestration systems.

Qdrant MCP Server

Provides semantic memory capabilities using Qdrant vector database with configurable embedding providers, allowing storage and retrieval of information using vector similarity.

MCP Server Starter (TypeScript)

A minimal, production-ready TypeScript template for building Model Context Protocol servers with auto-loading architecture for tools, resources, and prompts, supporting both stdio and HTTP transports.

mc-mcp-server

🚧 Minecraft Java 版 MCP 服务器

whatsapp-mcp-assistant

MCP server that exposes a real WhatsApp account to Cursor through safe, approval-gated tools and a local Go bridge, enabling chat management, contact search, and message send with explicit confirmation.

houdini-mcp

An MCP server for SideFX Houdini that enables AI assistants to interactively control, construct, inspect, and visually verify 3D procedural scenes through tools like node creation, parameter editing, viewport capture, and rendering.

Clipboard MCP Server

Enables pattern-based file editing operations using copy/paste functionality with text landmarks instead of exact string matching. Allows AI agents to efficiently manipulate file content by identifying code patterns and insertion points without consuming large amounts of context tokens.

EDS MCP Server

MCP server for Adobe Edge Delivery Services (AEM EDS). 20 tools for preview, publish, bulk operations, content reading, Core Web Vitals, 404 tracking, A/B experiments, and site configuration. Works with Claude Code, Cursor, and VS Code Copilot.

video-summarizer

MCP server that converts videos, audio, and meeting recordings into structured transcripts and summaries with multi-backend ASR and automatic fallback.

mcp-safe-inventory-demo

Enables AI agents to safely mutate business state by demonstrating phase-gating, validation-before-mutation, and structured audit logging in a toy inventory and purchase order system.

vision-helper-mcp-server

An MCP server that adds vision capability to any LLM by forwarding images to OpenRouter vision models, returning text analysis. Supports image analysis, model listing, and config diagnostics.

RollingGo-Flight-MCP

RollingGo-Flight-MCP is a flight ticketing service built on the MCP standard, providing airport search and flight query capabilities for AI Agents and MCP clients.

Reddit MCP Server

Enables comprehensive Reddit interaction including fetching posts, analyzing users and subreddits, searching content, and creating posts/comments. Supports both read-only mode with client credentials and full functionality with user authentication.

Shehata MCP Server

Shehata Git MCP enables coding agents to perform policy-checked Git operations (stage, commit, pull, push) on repositories pinned to specific GitHub identities. It guards against credential exposure and blocks destructive commands like force push or reset.

ERPNext MCP Server

A comprehensive MCP server for ERPNext providing generic, doctype-agnostic access to any ERPNext document type with robust permission controls, audit logging, and enterprise-grade security.

mcp-shoten-url

Enables creation of shortened URLs using the x.gd URL shortening service through its API.

dfns-mcp

Provides AI agents with access to DFNS documentation, API reference, and SDK code through full-text search and type intelligence.

Remote MCP Server (Authless)

A remote MCP server template for Cloudflare Workers without authentication, supporting SSE connections and customizable tools.

Linear Issues MCP Server

An MCP server providing read-only access to Linear issues for language models, allowing them to fetch issue details and comments using a Linear API token.

Securities prices MCP server sample

证券价格、历史信息等的示例 MCP 服务器。

Acronis MCP Server

A remote MCP server that integrates Acronis Cyber Protect Cloud with Claude, enabling natural language queries to list devices, check backup status, manage alerts, trigger backups, and generate detailed reports.

LounasMCP

Enables retrieval of daily lunch menus for restaurants in Sello shopping center (Espoo) from lounaat.info.