repoGitHubTrust 82 · PrimaryPublished 20d agoLive · 20d ago

call518/MCP-OpenStack-Ops

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.

Lineage graph

Paper → model → repo connections mined from source citations (Tier-1 exact match).

Why these links exist

Every edge carries a method, confidence, and the source snippet that justified it — so bad links are debuggable.

PossiblePossibly related (embedding) · 52%I couldn't tell what an AI agent was allowed to do without reading its code, so I built a Dockerfile-shaped way to declare it →
PossiblePossibly related (embedding) · 50%Launch HN: Manufact (YC S25) – MCP Cloud →
PossiblePossibly related (embedding) · 49%OpenAI to acquire Ona →

Covers

newsI couldn't tell what an AI agent was allowed to do without reading its code, so I built a Dockerfile-shaped way to declare it newsLaunch HN: Manufact (YC S25) – MCP Cloud newsOpenAI to acquire Ona

Related across the graph

newsLaunch HN: Manufact (YC S25) – MCP Cloud newsI couldn't tell what an AI agent was allowed to do without reading its code, so I built a Dockerfile-shaped way to declare it newsOpenAI to acquire Ona

Topics

ai ai-assistant automation claude cloud-automation cloud-monitoring devops fastmcp infrastructure-monitoring llm