A
licenseNot graded
qualityD
maintenanceOrchestrates distributed research drones on Google Cloud Run, enabling scalable and bidirectional research task management.
6
MIT
76,797 servers. Updated
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"Understanding the Purpose of Research" matching MCP servers:
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- AlicenseAqualityAmaintenanceRead-only MCP server for GenieLocker that exposes tools for service status, commercial inventory, live quotes, recipe search, and credit pricing, without enabling purchases or model inference.5MIT
- AlicenseBqualityDmaintenanceEnables AI assistants to interact with the QuantConnect cloud platform for algorithmic trading. Supports creating and managing trading strategies, running backtests, deploying live algorithms, and performing comprehensive trading operations through the QuantConnect API.63Apache 2.0
- AlicenseNot gradedqualityDmaintenanceA secure MCP (Model Context Protocol) server hosted on Google Cloud Run that enables team collaboration by providing authenticated access via Google Cloud IAM, allowing teams to share custom MCP servers over the internet before official MCP authentication is implemented.22MIT
- AlicenseNot gradedqualityDmaintenanceEnables AI assistants to interact with Databricks workspaces through natural language, supporting SQL queries, cluster management, jobs, Genie AI, Unity Catalog, and more.MIT
- -licenseNot gradedqualityNot gradedmaintenanceEnables sending emails through AWS Simple Email Service with support for single emails, bulk personalized emails, and template management. Deployed on Cloudflare Workers for fast, global edge performance with full TypeScript type safety.
- FlicenseNot gradedqualityDmaintenanceExposes 90 production-grade tools for interacting with the complete HPE Aruba Networking Central REST API surface, including network inventory, configuration, and security management. It features enterprise-ready OAuth2 handling and semantic tool filtering for optimized performance with both hosted and local LLMs.
- FlicenseNot gradedqualityDmaintenanceDeploys a remote MCP server on Cloudflare Workers without authentication, allowing custom tools and easy connection to AI Playground and Claude Desktop.
- AlicenseAqualityFmaintenanceMCP Server for Eyevinn Open Source Cloud API, enabling creation of solutions based on open web services. Web services based on open source where the creator gets a share of the revenue the platform generates.4207MIT
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Azure MCP Serverofficial
AlicenseNot gradedqualityFmaintenanceThe Azure MCP Server, bringing the power of Azure to your agents.1,224MIT- AlicenseNot gradedqualityDmaintenanceEnables management of Coolify instances to control applications, databases, and servers through the Model Context Protocol. It provides a comprehensive set of tools for deploying services and monitoring self-hosted infrastructure using natural language.173MIT
- AlicenseNot gradedqualityBmaintenanceEnables secure, read-only access to Amazon Redshift data warehouses for AI assistants, allowing schema inspection, query execution, and data understanding.401MIT
- AlicenseNot gradedqualityDmaintenanceEnables management of Azure Cloud PCs using the Microsoft Graph API, allowing users to list available Cloud PCs in their tenant through Claude Desktop.MIT
timeweb-mcp-serverofficial
FlicenseNot gradedqualityDmaintenanceAutomates deployment of applications to Timeweb Cloud via the Model Context Protocol.4025- AlicenseNot gradedqualityBmaintenanceExposes the RunCloud v3 API to AI assistants, allowing natural language querying and management of servers with safety profiles for destructive operations.1MIT
- AlicenseNot gradedqualityDmaintenanceA FastMCP-powered Model Context Protocol server for Google Ads API integration with automatic OAuth 2.0 authentication Connect Google Ads API directly to MCP Clients with seamless OAuth 2.0 authentication, automatic token refresh, GAQL querying, and keyword research capabilities.140MIT
- AlicenseNot gradedqualityBmaintenanceMCP server for the Longhorn distributed storage manager API, enabling full read/write management of volumes, snapshots, backups, and other resources, with optional read-only mode and stdio/HTTP transports.MIT