发现优秀的 MCP 服务器

Token Guardian MCP

A read-only MCP server that reports token usage by agents and models, and recommends the cheapest safe model and effort level for a given task, helping to reduce token waste.

Google Drive MCP

Enables Claude to read, create, update, and manage files in Google Drive through MCP tools.

vision-mcp

MCP server that provides an analyze_image tool using OpenAI-compatible vision LLMs to describe images from file paths, URLs, or base64 data.

smartsheet-mcp

Enables browsing and querying Smartsheet data through read-only MCP tools, allowing MCP-compatible clients to explore sheets, reports, dashboards, and more.

Pokémon Champion MCP Server

Enables Claude AI to query competitive Pokémon meta stats, retrieve and save teams, and enforce custom move/item rules for team building.

Constructora Colombia MCP Server

Provides intelligent construction quotation and cost lookup for Colombia, enabling natural language queries for activities, categories, and detailed pricing from an Excel database.

flask-apcore

Flask Extension for apcore (AI-Perceivable Core) integration. Expose your Flask routes as MCP tools with auto-discovery, Pydantic schema inference, and built-in observability.

Prefeitura SP São Paulo: CPOM

MCP server for querying the CPOM official system from São Paulo city hall, providing a read-only tool for natural language consultations via any MCP-compatible client.

Encoding MCP Server

Enables creation and management of UTF-8 with BOM encoded files optimized for Windows build environments. Provides file encoding conversion, detection, and template support for C++ and PowerShell files to prevent Korean character encoding issues.

burp-mcp-plus

Enables structured HTTP request creation and local file ingestion for LLM integration with Burp Suite, reducing malformed requests and token costs.

genicam-mcp

Enumerates, connects, configures, and captures from industrial cameras via the GenICam GenTL standard, exposing the full feature tree without vendor SDK dependency.

tasq

A local-first task manager with SQLite backend, exposed as CLI, TUI, and MCP server. Enables AI assistants to manage tasks via tools for add, edit, search, plan, and more.

Hello MCP Server

A stateless MCP server for Cloudflare Workers that uses createMcpHandler to expose a simple greeting tool, requiring no persistent state.

After Effects MCP Server

Enables AI assistants to control Adobe After Effects through the MCP protocol, including composition creation, layer management, and animation.

mcp-shell-server-example

An educational MCP server exposing shell command execution (PowerShell and sh) and a benign tool for learning about MCP tools, resources, and security risks like tool poisoning.

K8s_MCP

An Model Context Protocol server that lets language models directly manage and visualize Kubernetes clusters through safe, high-level operational tools.

vikunja-mcp

Bridges MCP clients to a self-hosted Vikunja instance, exposing tools for managing projects, tasks, labels, and comments.

copilot-studio-agent-direct-line-mcp

Enables interaction with Microsoft Copilot Studio Agents through the Direct Line 3.0 API, allowing users to start conversations, send messages, retrieve history, and end conversations directly from their code editor.

ZERNO Lite MCP Server

Secure remote MCP server for giving AI agents access to ZERNO project briefs, tasks, and execution context.

BYO Server

Headless local stdio MCP server for board-debug operations, allowing compatible clients to use tools for firmware debugging and board management.

mcp-nasa-eonet

Enables querying NASA's Earth Observatory Natural Event Tracker (EONET) for natural events, categories, sources, and visualization layers.

mcp-automem

AutoMem MCP provides persistent memory for AI assistants, enabling them to recall information across conversations and platforms with graph-vector retrieval.

metrc-mcp

MCP server for METRC cannabis track-and-trace API, focused on processor workflows like inventory checks, transfer reconciliation, and lab results, with read-only safety defaults.

Playwright Selector Guard MCP

Detects brittle Playwright selectors and provides healing suggestions, action receipts, human approvals, and failure exports.

Zoho Mail MCP

Enables AI assistants to read, search, send, and reply to Zoho Mail via IMAP/SMTP using an application-specific password.

Apple Reminders MCP Server

Enables AI assistants to manage Apple Reminders on macOS using natural language, with support for creating, updating, and searching reminders including advanced features like recurring patterns, location-based triggers, and multiple alarms.

tlgrm

Drives a personal Telegram account from the terminal or via MCP, enabling AI assistants to list chats, send/edit messages, fetch history, manage groups, and more with tiered read/write/destructive permissions.

mcp-hkma-hk

Provides access to Hong Kong Monetary Authority public open data via MCP, enabling natural language queries without an API key.

applenotes-mcp

An MCP server for Apple Notes that creates, reads, edits, and searches notes with proper formatting (headings, lists, tables, checklists) and file attachments.

studiox-skills-mcp

MCP server that provides access to over 100 development skills for frontend, backend, integration, design, devops, and process categories via Claude Code and other MCP clients.