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maintenanceEnables users to describe their LLM fine-tuning job once and get the cheapest, fastest, and most balanced GPU options across a dozen cloud providers in seconds.
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"Understanding Sequential Thinking in Server Systems" matching MCP servers:
- AlicenseAqualityDmaintenanceEnables AI systems like Claude and Cursor to directly manage Railway projects, deployments, services, environment variables, and monitor logs through natural language commands.97MIT
- AlicenseBqualityDmaintenanceA Model Context Protocol server that exposes Cloudinary Upload & Admin API methods as tools by AI assistants. This integration allows AI systems to trigger and interact with your Cloudinary cloud.5451MIT
- AlicenseBqualityDmaintenanceAn unofficial MCP server for Percona Everest that enables AI-powered interaction with database clusters, including listing, retrieving details, credentials, and components.51Apache 2.0
- FlicenseBqualityCmaintenanceEnables LLMs like Claude to interact directly with Oracle Cloud Infrastructure resources, supporting dynamic profile switching between tenancies and comprehensive management of compute instances, database systems, and OCI resources through natural language.854
Upstash MCP Serverofficial
AlicenseNot gradedqualityBmaintenanceModel Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Upstash Developer API's.1,58257MIT
PTP MCP Serverofficial
AlicenseNot gradedqualityDmaintenanceMonitors and analyzes Precision Time Protocol (PTP) systems in OpenShift clusters, enabling configuration analysis, real-time log monitoring, and health checks.MIT- AlicenseNot gradedqualityDmaintenanceA bridge between the Context Broker and other services, implementing basic operations for entity publishing, updating, and querying in FIWARE environments.3Apache 2.0
- AlicenseNot gradedqualityBmaintenanceEnables secure, read-only access to Amazon Redshift data warehouses for AI assistants, allowing schema inspection, query execution, and data understanding.401MIT
- AlicenseNot gradedqualityBmaintenanceAn MCP server for Kvindo Cloud that lets AI clients list, inspect, create, update, and delete cloud resources (VMs, volumes, Kubernetes, etc.) via natural language. Read-only by default, with write/delete operations gated by explicit opt-in environment variables.2571MIT
- FlicenseNot gradedqualityDmaintenanceEnables lead management and permission set assignment in Salesforce through natural language via MCP protocol.
- FlicenseNot gradedqualityFmaintenanceA modular server for interacting with Microsoft Graph API that enables management of users, groups, applications, sign-in logs, MFA status, and other Azure AD resources through natural language commands.40
- FlicenseNot gradedqualityBmaintenanceA remote Model Context Protocol server that lets Claude on claude.ai browse your Autodesk Construction Cloud (ACC) hubs/projects/files and hand you a link that opens the actual model in a hosted Autodesk Viewer page.
- FlicenseNot gradedqualityBmaintenanceMCP server for the FinOps thinking agent, providing tool interfaces for data access and caching operations.
- FlicenseNot gradedqualityDmaintenanceEnables Claude Desktop to securely access Amazon WorkMail email and calendar functionality through a local MCP server. Provides tools for reading, searching, and sending emails, as well as managing calendar events with built-in security protections.
- FlicenseNot gradedqualityDmaintenanceRemote MCP server with built-in OAuth authentication via Cloudflare Access, enabling secure tool invocation after user sign-in.
- FlicenseNot gradedqualityCmaintenanceA Cloudflare Workers-based implementation of the Model Context Protocol (MCP) server that enables tool usage in Claude through OAuth authentication.
- FlicenseNot gradedqualityDmaintenanceAn MCP server implementation in Python with placeholder tools, deployable to Azure Web App via GitHub Actions. Supports STDIO, HTTP REST, and WebSocket interfaces.
- FlicenseNot gradedqualityDmaintenanceEnables Agentforce agents to retrieve order status and loyalty points from external systems via OAuth 2.0 secured MCP endpoints hosted on AWS.0
- -licenseNot gradedqualityNot gradedmaintenanceAn MCP server for Claude Desktop that allows users to query data from selected Google Cloud datasets by configuring project ID and datasets in the Claude Desktop configuration.