MCP Servers

Snowflake MCP is an official managed Model Context Protocol server that lets AI agents securely discover and invoke tools like Cortex Analyst, Cortex Search, and Cortex Agents directly against your Snowflake data without deploying extra infrastructure.

Bright Data's Web MCP Server provides LLMs and AI agents with reliable, real-time access to the public web. It enables seamless searching, navigation, data extraction, and actions without blocks, rate limits, or CAPTCHAs.

Baidu Map MCP Server is China's first fully MCP-compliant map service, providing powerful geospatial tools for AI agents including geocoding, POI search, route planning, traffic, weather, and more.

Meitu Imaging MCP Server provides powerful AI-driven image creation and editing capabilities, enabling developers to build advanced visual AI agents with production-proven beauty, design, and media tools.

Google Sheets MCP is a Python-based MCP server that connects AI agents and LLMs (like Claude Desktop) to the Google Sheets API, enabling natural language creation, reading, updating, and management of spreadsheets directly from your AI workflows.

WildFly MCP is an official MCP server that bridges Large Language Models with running WildFly application servers, enabling natural language monitoring, management, and interaction with JVM instances, logs, metrics, deployments, and CLI operations.

An MCP server that provides AI agents with access to daily New York Times Wordle puzzle solutions via the official API, enabling LLMs like Claude to play, solve, or analyze the popular word game.

The official Render MCP Server allows AI coding agents and assistants (Claude, Cursor, Codex, etc.) to manage Render cloud infrastructure directly via natural language — including creating services, analyzing metrics, querying logs, and debugging applications.

XMCP is the official MCP server from X (formerly Twitter) that exposes over 200 X API endpoints as discoverable tools. It enables AI agents and assistants (Claude, Cursor, Gemini, etc.) to read tweets, search content, post updates, manage profiles, and more using the Model Context Protocol.

Xiaohongshu MCP (xpzouying/xiaohongshu-mcp) is a powerful Model Context Protocol server that allows AI agents and assistants (Claude, Cursor, etc.) to interact with Xiaohongshu (小红书 / RedNote / XHS) — enabling automated login, content search, note publishing (images & text), feed retrieval, commenting, and more using browser automation.

XHS-Downloader is a powerful open-source tool for extracting links, collecting information, and downloading no-watermark images, videos, and notes from Xiaohongshu (Little Red Book / REDnote / XHS). It includes built-in MCP server support, enabling AI agents to automate content collection and downloads.

Nuclear MCP is the built-in Model Context Protocol server for Nuclear, a popular free open-source music player. It enables AI coding agents and assistants (Claude, Cursor, etc.) to control music playback, search songs/artists, manage playlists, and interact with the player hands-free.

Graphiti MCP is the official Model Context Protocol server for Graphiti, enabling AI assistants and coding agents to build, query, and maintain temporally-aware knowledge graphs for persistent memory, long-term context, and intelligent relationship tracking.

Official MCP server for GPT Researcher that enables AI coding agents and assistants (like Claude Desktop) to perform deep, autonomous web research with validated sources, comprehensive analysis, and structured report generation.

Google's official open-source MCP server that securely connects AI agents, IDEs, and applications to enterprise databases like BigQuery, Cloud SQL, AlloyDB, Spanner, PostgreSQL, and many more through simple declarative configuration.

An MCP server designed for Claude Code CLI that provides access to WeChat chat logs with advanced querying and direct downloading of media files from conversations to local storage.

Popular open-source MCP server that connects AI agents like Claude to any SearXNG instance, enabling privacy-focused, tracker-free web search with real-time results, pagination, and safe search controls.

Official hosted MCP server from Apify that connects AI agents like Claude to thousands of web scrapers, crawlers, and automation Actors from the Apify Store for real-time data extraction from any website.

Official MCP server from Pappers that connects AI agents like Claude to comprehensive French company, legal, financial, and judicial data for real-time, structured analysis and investigations.

Microsoft's official SQL MCP Server, part of Data API builder, enables secure and predictable access for AI agents to SQL databases (including Azure SQL, SQL Server, PostgreSQL, MySQL, and more) through the Model Context Protocol.