发现优秀的 MCP 服务器

youtube-transcript-index

Provides MCP tools for fetching timestamped YouTube transcripts and top comments, scanning spreadsheets for video links, and a local web UI for grounded video summaries.

Airlock

Enables LLM agents to safely search and fetch content from a single configured domain, preventing data exfiltration through deterministic enforcement.

Excalidraw MCP Server

Enables AI agents to programmatically generate, edit, and view Excalidraw diagrams with real-time browser synchronization. It provides a suite of tools for adding shapes, text, and arrows to diagrams through natural language interactions.

Aiven MCP Server

A Model Context Protocol server that provides access to Aiven's managed services (PostgreSQL, Kafka, ClickHouse, Valkey, OpenSearch) and connectors, enabling LLMs to build full stack solutions.

Code Analysis MCP Server

A modular MCP server that provides tools for file operations, regex-based code searching, and structural analysis of functions and classes across multiple programming languages. It also includes AI-powered features for intelligently updating files according to architectural changes.

AWS MCP Server

Provides read-only access to AWS resources including S3 buckets, EC2 instances, IAM users, and caller identity verification through the Model Context Protocol.

YesDev MCP Server

Automatically logs developer work hours and manages tasks, projects, requirements, and daily reports through YesDev project management platform. Enables programmers to track time and update project progress through conversational AI in development tools like Cursor and VSCode.

SumoLogic MCP Server

Enables natural language interaction with SumoLogic for log management and analytics, with contextual awareness through a configuration file that maps your environment.

sign-cli

Agent-first e-signature CLI: a 19-tool MCP server with offline PAdES signing (real PKCS#7) and a hash-chained audit log with RFC 3161 timestamping. Per-signer approval tokens keep humans in the loop while agents drive every other step. Stdio + HTTP transports.

gemini-bridge

A lightweight MCP server bridging AI agents to Google's Gemini AI via official CLI

KommoMCP

AI-powered CRM assistant for Kommo/amoCRM that provides natural language management via Telegram bot and MCP protocol, enabling analytics, entity operations, and CRM setup.

mcp-nfse-nacional

MCP server for querying Brazilian electronic service invoices (NFSe) from the national portal. Allows AI agents to authenticate with digital certificates and search, detail, and download PDFs of issued NFSe.

GitLab CI MCP Server

Enables AI agents to monitor and debug GitLab CI/CD pipelines by providing tools to list pipelines, retrieve job logs, and analyze failure root causes. It features automated error pattern extraction and failure analysis to streamline pipeline troubleshooting.

t-pane MCP Server

Enables Claude to execute commands and manage directory-aware panes within tmux sessions for a shared terminal experience. It features smart output capture, interactive prompt detection, and background task management.

beijing-fushengji-mcp

Enables AI agents to play a classic turn-based business game set in Beijing, autonomously making decisions like moving, trading, banking, and debt repayment over 40 days. Supports loading and saving game records for cross-session learning.

MCP-Plugin-dotnet

Open-source .NET library/SDK that turns any .NET application into an MCP server (in-app plugin + SignalR server, stdio/HTTP transport).

Apple Health Shortcuts MCP

Enables AI to read-only access Apple Health data (current stats, sleep details, and trends) via a Cloudflare-deployed MCP server, using iPhone shortcuts to sync data securely.

OneDrive MCP Server

Connects Claude with OneDrive via Microsoft Graph API to list, search, create, move, copy, and share files.

agent-security-gateway

MCP server that provides a security gateway for AI agents, enforcing allow/confirm/deny policies on tool calls and requiring human approval for risky operations, with full audit logging.

MCP Tasks

A comprehensive and efficient Model Context Protocol server for task management that works with Claude, Cursor, and other MCP clients, providing powerful search, filtering, and organization capabilities across multiple file formats.

Lawstronaut MCP

Connects AI agents to 50+ million laws and court cases across 150+ jurisdictions via the Model Context Protocol.

agent-mosaic-skill

Official BMBrick engine for converting local images into high-fidelity LEGO-style brick mosaics for AI agents.

Universal RAG MCP

Enables persistent, searchable memory for AI assistants across platforms like Claude, ChatGPT, and Gemini, using semantic search and automatic deduplication.

FastBound MCP

Enables natural language interaction with FastBound's firearms Acquisition & Disposition API for inventory search, acquisition/disposition recording, contact management, and report generation, with safety guards for write operations.

Roblox Studio MCP Server

A free, open-source MCP server that lets Claude, Cursor, Codex, or Gemini operate Roblox Studio — debug live playtests, bulk-edit places, and scaffold whole games — with a built-in safety layer.

Extended Playwright MCP Server

Extends @playwright/mcp with 22 additional tools for web automation, direct uploads, element interactions, and advanced scraping workflows in AI agents.

ZomPP MCP Server

A standalone API built on Model Context Protocol that enables AI agents to directly and securely communicate with the ZomPP legal engine for managing reports and diagnosing orchestration.

AutoFixture MCP Server

A Model Context Protocol (MCP) server that provides comprehensive documentation and usage examples for the AutoFixture testing library.

Total PC Control

一个使用 nut.js 提供屏幕、鼠标和键盘控制的 MCP 服务器。