发现优秀的 MCP 服务器

Context MCP

Provides persistent context management for AI agents by storing and querying semantic information using Upstash Vector DB and Google AI embeddings. It enables semantic search, batch operations, and metadata filtering to help agents retrieve relevant stored knowledge.

Google Docs and Gmail MCP Server

An MCP server that exposes Google Docs and Gmail capabilities to LLMs via SSE transport.

warrant-mcp

An MCP server that provides formal reasoning and argument validation tools for AI agents based on established computational argumentation theories. It enables structured argument analysis, defeasible reasoning, and dialogue management using frameworks like Dung, Toulmin, and Walton's schemes.

RealWorker-Manager MCP Server

Enables centralized management and monitoring of multiple distributed worker MCP servers. Provides tools to list workers, get status of all workers, and query specific worker status.

SearXNG MCP Server

Enables web search, image search, and news search through a self-hosted SearXNG instance. Provides privacy-focused meta-search capabilities aggregating results from multiple search engines.

mcp-ssh-terminal

Enables AI agents to have persistent, fully interactive SSH sessions into remote hosts, behaving like a local terminal.

Marvin MCP Server

A server for managing and controlling Marvin, providing an interface for interacting with the Marvin system.

MCPWeather

Enables processing and handling of weather-related data requests through the Model Context Protocol, providing meteorological information via a configured MCP server.

Xcode MCP Server

Provides programmatic access to Xcode functionality, enabling AI assistants to create, build, test, and manage iOS/macOS projects directly.

workspace-board-mcp

MCP server for workspace kanban boards, enabling board operations like get, add, update, move, delete cards and columns.

Customer MCP App

Enables querying customers by name with a React UI for pagination, details, external company search, and safe customer creation after explicit confirmation.

greptile-mcp

greptile-mcp

SyntaAI SAP Security MCP Server

Enables AI assistants to perform real-time SAP security audits and risk assessments by analyzing user roles, system parameters, and segregation of duties via RFC integration. It provides 17 specialized tools for monitoring security compliance and generating comprehensive audit reports directly from SAP systems.

Logo MCP

Intelligently extracts and analyzes website logos from multiple sources (favicon, Apple Touch icons, OpenGraph, CSS) with automatic quality scoring and format support. Provides detailed logo information and returns the best logo URL for any given website.

RedNote-MCP-Plus

Enables automated interaction and data scraping for Xiaohongshu (RedNote), including posting, liking, commenting, following, and retrieving user and note data.

gmail-labels-mcp-server

Enables Gmail label management with tools to list, create, delete labels, and modify labels on messages and threads, handling OAuth2 authentication automatically.

MongoDB MCP Server

A Model Context Protocol (MCP) server for MongoDB operations, enabling AI assistants to interact with MongoDB databases through a standardized interface.

Nova Act MCP Server

Exposes Amazon Nova Act web automation capabilities through the Model Context Protocol, enabling AI agents to perform browser tasks like navigation, data extraction, and form interaction.

Windchill MCP Server

Comprehensive MCP server for PTC Windchill PLM, providing 64+ tools across 7 agents for part, document, change, workflow, project, data admin, and server management, with dynamic server switching.

LATAM Compliance MCP

MCP server for AI agents selling into Latin America. 7 tools: country briefs (Mexico/Brazil/Colombia/Argentina/Chile/Peru/Costa Rica), Spanish + Portuguese templates, etiquette guides, follow-up cadences, LGPD/CFDI/Habeas Data compliance.

Taboola API MCP Server

A flexible MCP server that enables users to fetch recommendations from the Taboola API using publisher credentials, supporting both local (STDIO) and remote (HTTP) deployment modes.

mcp-server

用于管理和协调服务的 MCP 服务器仓库

Banana Accounting MCP Server

Exposes the Banana Accounting Plus Integrated Web Server API V2 to LLMs, enabling reading accounts, balances, journals, reports, and VAT data, and creating new accounting files from a local Banana Accounting instance.

Kokoro TTS MCP Server

Enables text-to-speech conversion using the Kokoro TTS model, running fully locally with native JavaScript. Supports multiple voices, speed control, and integrates with MCP-compatible clients.

video-probe-mcp

Inspect local video and audio files with ffprobe, returning structured metadata such as format, duration, bitrate, and stream info.

webdocs-mcp

Crawl documentation sites, index them with hybrid search, and expose them as MCP tools so LLM agents can search and retrieve current docs.

ibkr-mcp-server

Enables interaction with Interactive Brokers through the TWS API for account management, market data, contract resolution, and order placement, with paper trading by default.

better-workspace-mcp

Google Workspace MCP server enabling AI assistants to manage Docs, Drive, Calendar, Gmail, Sheets, Slides, Tasks, Chat, and People across multiple accounts.

mcp-arcgis-abbotsford

Enables querying City of Abbotsford open geospatial data (parcels, zoning, public works) via ArcGIS Feature Services, with tools to search datasets, query layers, and retrieve schema info.