{"repo":"call518/MCP-OpenStack-Ops","free":true,"listed":false,"github":"https://github.com/call518/MCP-OpenStack-Ops","clone":"git clone https://github.com/call518/MCP-OpenStack-Ops.git","description":"90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Available on PyPI, Docker Hub & Smithery.","language":"Python","stars":41,"topics":["ai","ai-assistant","cloud-monitoring","fastmcp","llm","mcp","mcp-server","monitoring","openstack","openstack-monitoring"],"license":"MIT","category":"mcp-servers","readme_excerpt":"MCP-OpenStack-Ops MCP OpenStack Operations Server : A comprehensive MCP (Model Context Protocol) server providing OpenStack project management and monitoring capabilities with built-in safety controls and single-project scope. --- Architecture & Internal (DeepWiki) --- Features - ✅ Project-Scoped Operations : Every tool enforces the configured OS PROJECT NAME , validating resource ownership so actions stay inside a single tenant. - ✅ Safety-Gated Writes : Modify ( set ) tooling only registers when ALLOW MODIFY OPERATIONS=true , keeping default deployments read-only and auditable. - ✅ 90+ Purpose-Built Tools : Broad coverage across compute, networking, storage, images, identity, Heat, and Octavia load balancing tasks—all constrained to the current project. - ✅ Bulk & Filtered Actions : Instance, volume, network, image, snapshot, and keypair managers accept comma-delimited targets or filter criteria to orchestrate bulk changes intentionally. - ✅ Post-Action Feedback & Async Guidance : Mutating tools reuse a shared result handler that adds emoji status checks, asynchronous timing notes, and follow-up verification commands. - ✅ Monitoring & Usage Insights : get service status , get resource monitoring , get usage statistics , and quota tools surface service availability, utilization, and capacity for the active project. - ✅ Unified Instance Queries : The get instance tool consolidates name, ID, status, and free-form search paths with pagination plus summary/detailed modes. - ✅ Se","default_branch":null,"files":null,"tree":[],"storefront":"/r/call518","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/call518/MCP-OpenStack-Ops/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}