DC Hub Intelligence

Fetch

Fetch a DC Hub record for an id returned by the `search` tool (OpenAI Deep Research / ChatGPT connector format). Returns {id, title, text, url, metadata} — a citable public summary of one data-center facility (name, operator, location, status, market). For full structured specs (capacity MW, coordinates) use get_facility or open the url.

Execute Plan

Unified data-center siting, power-grid capacity and AI-compute infrastructure planner — megawatts and power density, grid headroom and power availability, interconnection queues, substations and transmission, site selection and buildable capacity, colocation and wholesale data-center markets, AI/GPU compute campuses, fiber routes, diversity and latency, PPAs and energy pricing, tax incentives and permitting, water and climate risk, data-center M&A and deals, power generation, gas and energy infr

Search Facilities

Search 20,900+ global data center facilities across 170+ countries by location, capacity (MW), operator, fiber connectivity, or DCPI verdict. Returns name, provider, coordinates, power, fiber count, market, and status.

Get Facility Details

Retrieves complete metadata for a single data center facility by ID or slug: operator, address, coordinates, total and used power capacity in MW, cooling type, fiber carrier count and list, commissioning year, operational status, DCPI market verdict, and nearby peer facilities.

Market Intelligence

Retrieves detailed market intelligence for one data-center market from 300+ options: vacancy, capacity, pricing, absorption, operators, DCPI verdict, and composite score. For rankings use rank_markets; for facilities use get_facility.

DCPI Market Rank

Returns BUILD/CAUTION/AVOID verdict, 0-100 composite score, excess power, constraint, and time-to-power metrics for one data-center market across 300+ scored locations in 10 ISOs, with a ~100-word analyst narrative citable to DC Hub under CC-BY-4.0.

Predict Market Trajectory

Forecast a DCPI market's near-term trajectory (next 1-8 quarters). Projects excess_power_score and constraint_score forward with confidence bands that WIDEN with horizon, from DC Hub's daily DCPI snapshot history — the only source that can, because it owns the time-series. Use to answer "is this market trending toward BUILD or AVOID?" or "will Dallas power stay tight over the next 6 months?". Params: market_slug (required, metro slug e.g. dallas, phoenix, northern-virginia — valid slugs come fro

Gas Index (DCGI)

Data Center Gas Index (DCGI) — the per-US-state natural-gas suitability score. ★ WITHDRAWN 2026-08-08, RESTORED 2026-08-30 after all three defective terms were repaired: the 20-point interstate-share term was case-blind against EIA TYPEPIPE and scored ~0 for every state (122 -> 17,571 segments now counted); the price was chosen by a non-deterministic tie-break across the EIA industrial (PIN) and electric-power (PEU) series, which carry different margins; and nine states including Texas ran on a

Get Gas Economics

Behind-the-meter / gas-fired power inputs for a US data-center market: Henry Hub spot, regional basis differential, and the delivered industrial + electric gas tariff ($/MMBtu), each with its own source label. Pass market=<slug> (e.g. "northern-virginia", "dallas", "phoenix"). ★ WITHDRAWN 2026-08-08: the gas-to-grid levelized cost ($/MWh across CCGT/peaker heat-rate scenarios) is NO LONGER RETURNED. Five surfaces published a $/MWh for the same market on the same day up to 5.5x apart because each

Grid Scoreboard

GLOBAL grid scoreboard — 9 US grid operators (PJM, ERCOT, CAISO, MISO, SPP, NYISO, ISO-NE, BPA, TVA) + Great Britain (NESO) + the European bidding zones (Germany, France, Netherlands, Italy/Milan, Spain, Poland, Switzerland, Portugal, the Nordics + Central/Eastern Europe — via ENTSO-E; the exact live-vs-configured count is in counts_basis.eu_zones_live / eu_zones_configured, measured per call rather than asserted here) + Taiwan (Taipower) + Japan (OCCTO areas) + South Korea (KPX) + Brazil SIN (O

Compare ISO Regions

Tool that returns a side-by-side snapshot of 2–4 US ISOs (PJM, ERCOT, CAISO, MISO, SPP, NYISO, ISO-NE) showing demand, generation mix, renewable/gas share, constraint and excess-power scores, queue depth, and time-to-power estimates in one call.

Market Intelligence Index

Real-time composite market health score (0-100) aggregating supply/demand balance, vacancy, absorption velocity, fiber depth, power availability, and pricing trend. Returns the index value, percentile rank across the 300+ market set, 7d/30d trend direction, and underlying component scores. Answers "is this market healthy", "how does Northern Virginia look overall right now". Try: get_intelligence_index market=northern-virginia. Returns ONE composite health number for a market; do NOT use for the

M&A Transactions

M&A and capital transactions in the data center sector — 2,100+ tracked deals (2019-present), each with its disclosed value where public (many private deals are undisclosed). Returns deal name, buyer, seller, value, date, market, target operator, type (acquisition/JV/refinance/recap). Filter by date range (date_from/date_to, ISO-8601), min_value_usd, region, buyer, or seller. Answers "which data-center deals closed this year", "what was that acquisition worth". Try: list_transactions date_from=2

Industry News

Curated data center industry news from 40+ trade sources, refreshed every 30 minutes. Returns title, summary, source, publish date, and mentioned entities. Filter by category (deals, permits, outages, policy, AI). Use for headlines only.

Semantic Search

Use for CONCEPTUAL / fuzzy questions where keyword filters fall short — semantic (meaning-based) retrieval across DC Hub's industry news, M&A deals, 21,500+ discovered facilities, and per-market DCPI deep-dive analysis narratives, ranked by relevance with citable source fields (news url/title, deal parties/value, facility name/location, deep-dive market/url). Examples: "what is happening with behind-the-meter gas for AI data centers?", "deals involving nuclear power for hyperscalers", "why is No

Search Intelligence

Semantic (meaning-based) search over DC Hub's live intelligence corpus — industry news, M&A deals, discovered facilities and per-market DCPI analysis narratives — returning the most relevant records with citable source fields. This is the agent-friendly alias over the SAME retrieval layer as semantic_search: same results, different call shape. It takes `query` plus human-readable corpus names (news | deals | facilities | market_narratives); semantic_search takes `q` plus the raw table names. Cal

Get Market Context

Use when an agent needs a WHOLE-market briefing it can drop straight into its context window — one call returns a token-budgeted context pack for a data-center market: DCPI verdict, power & grid facts, the Claude-written 12-month outlook, M&A deals, construction pipeline, operator footprint, transaction comps, risk factors, and top news — each section with its own token count, as_of timestamp, and citable URL, greedily filled in that priority order under your max_tokens budget. Example: "Brief m

Get Iso Context

Use when an agent needs a WHOLE-grid briefing it can drop straight into its context window — one call returns a token-budgeted context pack for a US ISO/RTO: live grid snapshot (demand, fuel-mix shares), DCPI verdict mix & grid economics across the ISO's tracked markets (queue wait, power cost, reserve margin), interconnection-queue depth with the largest projects, real-time benchmark LMP, the tracked DCPI market list, deep-dive narrative excerpts, and recent news — each section with its own tok

Construction Pipeline

Returns forward-looking data center construction pipeline filtered by status (announced, permitted, construction, operational), operator, country, capacity threshold, and expected completion date.

Get Power Pipeline

Use when a user asks WHERE NEW POWER GENERATION is coming online (the forward supply pipeline) — e.g. "how much new generation is planned in Virginia / the Southeast / ERCOT, and when?". Planned, permitting, and under-construction generators NATIONWIDE from EIA-860M, INCLUDING non-ISO regions (TVA, Southern Co, Arizona PS, PacifiCorp, LADWP) that interconnection-queue feeds miss. Each generator has location (lat/lng), state, county, balancing authority, technology/fuel (solar photovoltaic, onsho

Get Power Availability Timeline

Power-availability TIMING for one US state — when power gets EASIER, year by year. Composes: new generation coming online from EIA-860M monthly, split by confidence class (under-construction vs planned vs testing — never blended); scheduled retirements as dated subtractions; LBNL interconnection-queue depth as congestion context (NO delivery dates — the feed has none and most queued MW never completes). The one derived number, cumulative_firm_signal_mw, counts ONLY under-construction+testing min

Get Global Power

Use when a user asks about power plants/units WORLDWIDE or in a NON-US country — operating AND the forward pipeline (announced / pre-construction / under-construction), across ALL fuels (coal, oil/gas, nuclear, solar, wind, hydro, bioenergy, geothermal). Global Energy Monitor Global Integrated Power Tracker: 182,000+ geolocated units across 170+ countries, each with fuel, capacity (MW), status, start year, operator/owner and lat/lng. Filter by country (e.g. Germany, India, Brazil, Japan), fuel (

Interconnection Queue

Retrieves ISO interconnection queue snapshots: total queued generation capacity (GW) per ISO from public queues. For ERCOT only, includes large-load (data-center) queue: >225 GW in process, ~9 GW approved-to-energize.

Get Refined Queue

Server-side SET-REDUCTION over the US ISO interconnection queue (~5,300 projects, 7 ISOs, ~1,744 GW). Instead of pulling the raw queue into context to filter (token-expensive, error-prone), push the predicates to the data layer and get back ONLY the survivors. Filter by min_mw, max_ttp_months (ISO-level avg interconnection wait), iso (comma-union), baseload_only (firm/dispatchable — excludes wind/solar/storage), fuel_type (isolate a specific fuel, e.g. gas or nuclear), and the spatial predicates