发现优秀的 MCP 服务器

Classroom Suite MCP

Unified MCP server for Google Classroom, Drive, and Docs, enabling AI assistants to manage courses, assignments, files, and documents.

icici-mcp

Enables trading Indian stocks on ICICI Direct through natural conversation with any MCP-compatible AI assistant, featuring automated TOTP login and tools for portfolio monitoring, order placement, and market data.

mcp-playwright-fork

A fork of the Playwright MCP Server with additional smooth mouse control commands, enabling LLMs to perform browser automation, web scraping, and JavaScript execution.

Tarantella Slack MCP Server

Enables AI assistants to search Slack messages and channels using the Slack Web API, with filtering options by user, date, channel, and content type.

Narrator MCP

Captures screenshots, analyzes changes with Gemini, generates humorous narrations with sound effects, and plays them as speech via ElevenLabs, optionally integrating with a Minecraft mod for in-game events.

OMNI-MQTT-MCP

Enables AI assistants to publish and subscribe to MQTT topics with configurable transport options (STDIO, Streamable HTTP, SSE), supporting both local development and web deployments with flexible broker authentication.

WikiJS MCP Server

A Model Context Protocol server that enables Claude to read and update documentation in Wiki.js instances through capabilities like searching, reading, creating, and updating wiki pages.

Workload Manager MCP Server

An MCP server that enables interaction with Google Cloud's Workload Manager API, allowing users to manage workloads through natural language commands.

weather mcp

一个天气 MCP 服务器演示 (Yī gè tiānqì MCP fúwùqì yǎnshì)

resume-news-mcp

Enables fetching daily news summaries from multiple RSS feeds, with tools to add, remove, and list news sources.

Nexla DocQA MCP Server

Enables natural-language question answering over financial annual reports with source-attributed answers, supporting hybrid retrieval and grounded abstention.

MCP Harmony Context

Provides context about Toon Boom Harmony and its scripting API, enabling AI assistants to access Harmony's API documentation and help developers work with Harmony's scripting capabilities.

ember-memory

Preserves the emotional texture of human-AI conversations across sessions through real-time experiential annotation — temperature, authenticity, shifts, subtext, and unspoken context.

MCP Dataset Onboarding Server

Enables automated dataset processing and onboarding using Google Drive integration. Provides metadata extraction, data quality assessment, and contract generation for CSV/Excel files through natural language interactions.

Ligolo-ng MCP Server

This MCP server enables AI assistants to control Ligolo-ng operations on a remote Kali Linux machine via SSH, providing tools for managing proxy, agents, tunnels, routes, and listeners for network pivoting during security assessments.

inspection-mcp

Automates visual inspection of development servers by converting natural language test sheets into Playwright scripts and executing them repeatedly.

CXA MCP Server

Enables MCP-compatible agents to run real browser-based performance scans on any URL and receive a rich Markdown dashboard with Core Web Vitals, grades, and actionable recommendations.

vision-mcp

Gives text-only coding agents the ability to 'see' images, videos, and screenshots by routing them to a vision model and returning structured text.

prompt-gui-mcp

Enables AI coding agents to request user input through customizable desktop forms, returning structured data.

sample-mcp

A sample MCP server built with Node.js and TypeScript, demonstrating the three core primitives: Tools, Resources, and Prompts.

Vaquill-AI/vaquill-mcp

MCP server for Vaquill legal research API. Covers US federal + 50-state law (USC, CFR, state legislation, CourtListener case law)

Attio MCP Server

Enables AI assistants to interact with Attio CRM through natural language, providing comprehensive CRM management including companies, people, lists, tasks, pipelines, and batch operations with advanced filtering capabilities.

Jira MCP Server

A production-ready server that automatically exposes your entire Jira instance through the Model Context Protocol, allowing seamless interaction with Jira's API features including issue management, project administration, and user management.

Device Log MCP Server

Enables retrieval of simulated device logs (activation, LAN, WLAN) and Kafka status for testing purposes by querying with device serial numbers.

mcp-local-llm

MCP server that lets Claude Code delegate mechanical tasks to a local LLM for summarization, classification, extraction, and drafting.

Facebook MCP Server

Automates Facebook Page management via Graph API, enabling posting, comment moderation, and analytics through AI agents.

Africa's Talking Airtime MCP

Enables users to manage airtime transactions through the Africa's Talking API, allowing them to check account balance, send airtime to phone numbers, view transaction history, and analyze top-up patterns across supported African countries.

kbk-mcp

MCP server for KaboomKartell radio, enabling AI assistants to query live tracks, vote for songs, and access radio stats and schedule.