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maintenanceA read-only MCP server for the Cisco Meraki Dashboard API that exposes 50 GET endpoints for understanding network topology from organization down to individual devices and ports.
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"Understanding Structured Thinking" matching MCP servers:
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- Flicense-qualityDmaintenanceEnables AI assistants to query and manage Flowcore resources through a structured API.369
- Flicense-qualityDmaintenanceThis MCP server enables querying Azure resource pricing programmatically through a structured workflow, including listing service families, service names, products, and calculating monthly costs.
- -license-quality-maintenanceA dedicated server for Oracle Cloud Infrastructure (OCI) Core Services that enables management of compute instances and network operations with LLM-friendly structured responses.1
- Flicense-qualityBmaintenanceMCP server for the FinOps thinking agent, providing tool interfaces for data access and caching operations.
- Flicense-qualityDmaintenanceA Model Context Protocol server that enables programmatic querying of Azure resource pricing information from the Azure Retail Prices API through a structured four-step workflow.8
- AlicenseAqualityAmaintenanceA read-only kubectl MCP server for AI assistants. The kubectl verb is hardcoded in each tool (get/describe/logs/events) and user input only fills argument values — no mutation path even with malicious input, and Secret/ConfigMap values are never returned (metadata only). Returns structured JSON, plus one-shot k8s_triage (health scan) and k8s_inventory (cluster snapshot).61MIT
- AlicenseAqualityDmaintenanceA Model Context Protocol server that allows language models to manage Hetzner Cloud resources through structured functions, including servers, volumes, firewalls, and SSH keys.30133MIT
- AlicenseAqualityBmaintenanceA security-first MCP server for managing Whatbox slots with structured read-only inspection and approval-gated mutations, including storage, services, website deployment, and torrent control.30MIT
- FlicenseAqualityCmaintenanceManages Cloudflare KV namespaces and automates email processing from ProtonMail Bridge to structured KV storage with folder mapping.9
- FlicenseAqualityDmaintenanceEnables AI agents to manage Databricks Lakeflow jobs by building and uploading Python wheels and triggering runs with specific arguments. It provides a structured way to orchestrate complex data experiments and monitor execution directly on Databricks clusters.51
- AlicenseAqualityDmaintenanceMCP server for Appwrite security audits that scans permissions and provides structured fix proposals, with active live leak confirmation via anonymous fetch.313MIT
- AlicenseBqualityDmaintenanceExposes Cloudflare DNS, security, redirects and zone-settings functionality as structured tools that AI assistants like Claude Desktop can invoke directly.1833MIT
- FlicenseBqualityDmaintenanceA server that provides access to Alibaba Cloud workitem descriptions through MCP protocol, allowing agents to retrieve structured workitem data including text, images, and HTML content by ID.11
@aws/ftr-eval-mcpofficial
Alicense-qualityAmaintenanceAutomates the AWS Foundational Technical Review (FTR) partner self-assessment by evaluating SOC 2 and WAFR reports against defined controls, returning structured PASS/FAIL decisions with reasoning.MIT No Attribution- Alicense-qualityAmaintenanceEnables managing Onde Inference accounts and model catalog operations through MCP tools such as login, app management, model registration, and assignment. Returns structured JSON over stdio for use with any MCP client.Apache 2.0
- Alicense-qualityDmaintenanceEnables AI agents to deploy and manage applications on Coolify through structured tools, supporting project management, app lifecycle control, pre-configured templates, and deployment monitoring with built-in safety guardrails.2081MIT
- Alicense-qualityDmaintenanceEnables LLMs to autonomously query AWS CloudWatch Logs and perform structured root-cause analysis via natural language prompts, using MCP tools for log group listing and Insights queries.MIT
