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Live data-center, power-grid, interconnection-queue, fiber and natural-gas infrastructure intelligence for AI agents — query it and cite it.
Streamable HTTP at https://dchub.cloud/mcp. Free tier, no signup. Every full-data response carries a CC-BY-4.0 attribution line and an as_of stamp.
Coverage counts and their definitions are served, not stated here: /api/v1/canon/phrases for current quantities, /api/v1/ops/deadman for per-source ingest freshness, and dchub.cloud/bind for the integration contract. The DC Hub Gas Index (DCGI) was withdrawn 2026-08-08 rather than published wrong; live gas data remains via get_gas_intelligence.
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Scored across 82 tools
Many tools have overlapping purposes despite detailed descriptions. For example, search_intelligence and semantic_search are nearly identical, save_site and save_to_shortlist both save sites, and list_saved_sites and get_shortlist both retrieve saved sites. The boundaries between these tools are unclear, making misselection likely.
Most tools follow a snake_case verb_noun pattern (e.g., get_grid_data, rank_markets, compare_sites), which is predictable and readable. However, some tools use noun-phrase names (e.g., ai_capacity_index, deal_autopsy, grid_transition_radar, why_dchub) and a few are bare verbs (fetch, search), creating minor deviations from the dominant pattern.
With 82 tools, this server is extremely over-scoped. Even for a broad domain like data-center intelligence, this number creates a massive navigation and selection burden. The tool count is an extreme mismatch for a coherent tool set, resembling a 'kitchen sink' approach rather than a curated set.
The server covers a wide range of data-center intelligence features including site analysis, grid, fiber, gas, water, risk, tax, market, news, deals, shortlist, alerts, and planning. However, there are notable lifecycle gaps: saved sites have no update or delete tool, and alerts can be set but not cancelled (except standing_intent). These missing operations could cause agent failures.
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
execute_plan1 field changedInput schema / properties / cohortAdded value: +{
+ "description": "Optional experiment tag for adoption/retention measurement, e.g. \"cohort.front_door\". Has NO effect on routing, planning, geography or results — it is recorded only. Put your user's question in `intent` and the tag HERE; never inside the intent string, which would break classification. Max 64 chars, [a-z0-9._-]; a malformed tag is ignored, never an error."
+}Live power, energy, grid, gas, fiber + off-market data-center capacity in kW/MW — query and cite.
Live power, energy, grid, gas, fiber & data-center site-selection infrastructure — query and cite.
Pay-per-call DeFi and macro intel for AI agents. x402 USDC tools via streamable HTTP /api/mcp.
Live US power market prices, load, generation, weather and permits for AI agents.
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