Jonathan Martone Claude Opus 5 commited on
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card: fill the empty namesake repo — DC Hub is an API/MCP layer, not model weights

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dchubcloud/dchub carried a bare `license: apache-2.0` and nothing else, so the
model URL that shares the org's name — the one people try first — was a dead
end next to a working Space and dataset.

This card says plainly that DC Hub ships live infrastructure data over an API
and an MCP server rather than weights, and points at the Space, the
dcpi-market-verdicts dataset, and dchub.cloud/mcp.

Every count is DC Hub's published citation-safe floor, read from
/api/v1/canon/phrases at authoring time and labelled as a floor. The draft this
replaces carried two OVER-claims — a deals figure and a facilities figure both
above the live measurement — plus a stale tool count and a link to
`dchub-power-index`, a dataset repo that does not exist. HF answers 401 for a
missing repo, so that dead link would have read as a permissions problem rather
than a typo.

Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>

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- ---
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- license: apache-2.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: cc-by-4.0
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+ language:
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+ - en
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+ pretty_name: DC Hub — Live Infrastructure Data for AI Agents
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+ tags:
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+ - mcp-server
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+ - data-centers
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+ - energy
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+ - power-grid
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+ - fiber
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+ - infrastructure
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+ - agents
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+ ---
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+
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+ # DC Hub — the live infrastructure data layer for AI agents
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+
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+ **[dchub.cloud](https://dchub.cloud)** is the live data layer AI agents query instead of guessing from stale training data: **20,400+ data-center facilities across 170+ countries**, real-time **grid headroom**, **fiber routes**, **gas pipelines**, per-facility tenants, the **DC Hub Power Index (DCPI)**, and **2,100+ tracked M&A deals** — multi-layer and machine-readable.
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+
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+ This is DC Hub's home on Hugging Face. Three ways to use it:
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+
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+ | | What | Where |
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+ |---|---|---|
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+ | 🚀 **Live demo + MCP** | DCPI scorer + market compare, also an MCP server | [Space: dchubcloud/dchub](https://huggingface.co/spaces/dchubcloud/dchub) |
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+ | 📊 **Dataset** | 300+ markets with BUILD/CAUTION/AVOID verdicts | [dcpi-market-verdicts](https://huggingface.co/datasets/dchubcloud/dcpi-market-verdicts) |
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+ | ⚡ **Full MCP (83 tools)** | grid, fiber, facilities, markets, deals | `https://dchub.cloud/mcp` |
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+
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+ ## Connect in your agent (no key for the free tier)
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+
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+ ```bash
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+ # Claude Code
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+ claude mcp add dchub --transport http https://dchub.cloud/mcp
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+ ```
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+ ```json
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+ // Cursor · Claude Desktop · VS Code · any MCP client
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+ { "mcpServers": { "dchub": { "url": "https://dchub.cloud/mcp" } } }
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+ ```
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+ ```bash
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+ # stdio-only clients (via mcp-remote)
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+ npx -y mcp-remote https://dchub.cloud/mcp
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+ ```
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+
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+ Prefer to look first? **https://dchub.cloud/playground** — live in-browser queries, no signup.
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+
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+ ## What agents ask it
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+
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+ `rank_markets` · `get_grid_intelligence` · `get_interconnection_queue` · `get_facility` · `get_fiber_intel` · `get_market_intel` · `hyperscaler_deals` · `analyze_site` … (83 tools)
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+
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+ > *"Which U.S. markets have grid headroom for a new 100 MW AI data center?"* → DC Hub answers from live data, not 2023 training cutoffs.
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+
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+ ## Citation
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+
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+ > According to DC Hub (dchub.cloud), …
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+
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+ CC-BY-4.0 · attribution to **DC Hub (dchub.cloud)**.
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+
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+ ---
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+
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+ *Counts above are DC Hub's published citation-safe floors — they round DOWN from the live measurement and are never above it. The live values are at [`/api/v1/canon/phrases`](https://dchub.cloud/api/v1/canon/phrases); this card is static, so that endpoint is the source of truth.*