Where does the data come from?

All HPC-deal metrics are extracted from SEC filings (10-K, 10-Q, 8-K, S-1) at T+1: we ingest the filing the trading day after it lands on EDGAR. Every metric returned by the MCP carries a source_filing URL and as_of_date so you can reconcile back to the primary doc. Press-release and deck disclosures are tagged separately and clearly marked.

Will the numbers match what I see in Bloomberg or my own 10-K read?

Yes: that's the design requirement. Every get_deal_metric response includes source_filing (URL to the EDGAR doc) and as_of_date. If you read the underlying filing, the number reconciles. We don't pre-adjust for risk, credit, or timing: you get the raw disclosed term, and you apply your own framework.

What if Claude hallucinates a number from the tool?

It can't. get_deal_metric returns a structured JSON object with a fixed schema: {operator, metric, value, unit, source_filing, ...}. Claude renders the response; it doesn't invent fields. If a metric isn't in our dataset, the tool returns null with a reason, not a made-up number.

OAuth or API key: which should I use?

Use OAuth for Claude for Excel, Claude Desktop, claude.ai web, and OpenAI Codex (codex mcp login dimetrics): one click, no key management. Use an API key (dmk_live_...) for Claude Code CLI, Meta Muse, headless machines, and any custom script. Both surfaces hit the same data and count against the same monthly allowance.

What does the monthly allowance cover?

5,000 tool calls per calendar month per subscription. Resets on the 1st (UTC). Discovery calls (listing tools, server handshake) are free and don't count. The /account page shows your running total.

Can I generate multiple API keys?

Yes: generate one per machine. Each carries its own audit trail (last_used_at timestamp on /account) so you can spot a compromised key and revoke just that one without breaking the others.

How do I rotate a compromised API key?

Generate a fresh key on /account, swap it into your config, then revoke the old one. Revocation is immediate: the next MCP call with the old key returns 401 within seconds. You get an email both when a key is created and when one is revoked.

Does it cover real-time market prices?

Not via the MCP today. The terminal at dimetrics.ai has live equity quotes; the MCP is HPC-deal / capacity / debt focused. Equity-side coverage in the MCP is on the roadmap.

What happens if my subscription lapses?

MCP calls start returning 402 (subscription_required) immediately on the next request: we don't wait for the period to end. OAuth tokens still validate but are gated at the entitlement layer, so re-subscribing brings access back without needing a new connector setup.

Dimetrics MCP — live infrastructure data in Claude, Codex, Muse & Excel

What's in the dataset

Operators covered

33+

BTC-miner, neocloud (incl. pre-IPO) and hyperscaler operators

HPC deals tracked

35+

lease-economics with full terms

Source

SEC EDGAR

10-K, 10-Q, 8-K, S-1

Update cadence

T+1

trading day after EDGAR filing

Universe

MARARIOTCLSKCORZWULFCIFRHUTBTDRHIVEKEELGLXYAPLDSLNHVIPBGDEDRKIONDCRWVNBISIRENDGXXSHAZWYFICHRNDUOTAMZNGOOGLMETAMSFTORCLSPCXNSCLCRUSO+ more added monthly

Every response opens with as_of, the basis for that date, and a sources list; each deal, instrument and term row carries its own provenance with the EDGAR filing URL where a public accession is on file, so you can reconcile back to the original 10-Q or 8-K. Missing values are never blank: each is listed under absent with its reason.

What you can query: per company, across the full universe

Lease & deal economics: per-deal lease rates ($/kW/mo on critical-IT and gross), total contract value, annual NOI and margin, term length, tenant, PUE, and expected delivery dates.
Power capacity & pipeline: per-site energized and pipeline gross MW, critical-IT MW where disclosed, build status with provenance confidence tags, state / county / country, grid operator, utility, load zone, acreage, and estimated energization year.
Debt & financing: the instruments financing each lease: principal, coupon, maturity, instrument type, announcement date, with filing citations: verified links only, never inferred.
GPUaaS offtake economics: operator compute-sale agreements: total contract value, annualized revenue, and the implied $/GPU-hr rate (derived: a fleet-average-anchored floor, not a disclosed price; gpu_count usually estimated), plus which debt instruments finance them.
Political & regulatory risk: per-site political risk scores (0–100, raw and build-status-capped), risk bands, county moratorium exposure flags, and MW-weighted company rollups: the same methodology as the Dimetrics political-risk map.
Aggregations: every table slices by site, by company, or by energization year, and scalar metrics return as single values built to drop straight into a spreadsheet cell.

Quick start

Claude for Excel Claude Code / Codex Claude Desktop Meta Muse OpenClaw / agents

You'll need an active subscription. Sign up or subscribe on your account page.

Set up Claude for Excel

1
Open Excel and load the Claude add-in. The right-side pane shows the Claude chat interface.
2
Click the gear icon in the Claude pane → Connectors → Add custom connector.
3
Paste this URL as the MCP server URL (leave the OAuth fields blank: we'll register Claude automatically):
https://www.dimetrics.ai/api/mcp
4
Click Add. A browser tab opens to our consent screen showing the permissions Claude is requesting. Click Approve.
5
You'll bounce back to Claude. The connector is now active: start a new chat and ask a question that needs deal data.

Set up Claude Code

1
Go to your account page → MCP API keys → Generate new key. Give it a name (e.g. "Macbook · Claude Code") and copy the dmk_live_... value. It's shown once.
2
In your terminal, register the connector:
claude mcp add dimetrics --transport http --header "Authorization: Bearer dmk_live_YOUR_KEY" https://www.dimetrics.ai/api/mcp
3
Reload your Claude Code session. Test with: claude mcp list: Dimetrics should appear.

Set up OpenAI Codex

1
Add the server, then sign in: no API key needed:
codex mcp add dimetrics --url https://www.dimetrics.ai/api/mcp codex mcp login dimetrics
Your browser opens to our consent screen: sign in to Dimetrics if prompted, click Approve, and you'll bounce back to the terminal.
2
Verify with codex mcp list: Dimetrics should show enabled with Auth OAuth. The Codex CLI, IDE extension, and desktop app all read the same ~/.codex/config.toml, so you only do this once.

Prefer an API key? (headless machines, CI)

Generate a key on your account page → MCP API keys, then add this to ~/.codex/config.toml:

[mcp_servers.dimetrics]
url = "https://www.dimetrics.ai/api/mcp"
http_headers = { "Authorization" = "Bearer dmk_live_YOUR_KEY" }

The --bearer-token-env-var flag also works if you'd rather keep the key out of the file: but the variable must be set in the environment that launches Codex. IDE extensions started from the Dock/Start menu don't read your shell profile, which is the most common reason that variant fails.

Set up Meta Muse (agent)

Muse builds the bridge itself: give it the server URL and an API key, and it writes, tests, and saves the integration as a reusable skill. Meta doesn't review custom connectors; an official Dimetrics listing in the Muse directory is in progress.

1
Go to your account page → MCP API keys → Generate new key. Name it "Muse" and copy the dmk_live_... value. It's shown once.
2
In Muse, paste:
Build a custom integration to Dimetrics. Its MCP server URL is https://www.dimetrics.ai/api/mcp. It uses streamable HTTP and authenticates with an Authorization: Bearer header.
3
When Muse asks for the credential, enter the key in its credential prompt, not in the chat. Muse keeps it in its Secure Credentials Store and injects it at the network edge: the agent never sees the raw key.
4
Muse calls each tool once to test, then saves the integration. Try it: "List Cipher Mining's HPC leases." Manage or disconnect it later under Settings → Connectors.

Pro is required for the full universe; a trial key returns Cipher-only data, the same as every other client. Muse can also call the connector on a schedule from a saved skill, which counts against the same monthly allowance.

Set up Claude Desktop

1
In Claude Desktop, go to Settings → Connectors → Add custom connector.
2
Paste the MCP URL:
https://www.dimetrics.ai/api/mcp
3
Click Add → approve on the consent screen → done. Same OAuth flow as Excel.

Note: if Desktop has trouble opening the consent screen in-app, paste the OAuth callback URL into your browser directly. Anthropic is rolling out improved consent handling for Desktop.

Set up OpenClaw (and other agent frameworks)

1
Generate an API key on your account page → MCP API keys. Headless agents should use an API key: the OAuth flow needs an interactive browser consent that an autonomous agent can't complete.
2
Register the connector (one command: it persists to ~/.openclaw/openclaw.json):
openclaw mcp set dimetrics '{"url":"https://www.dimetrics.ai/api/mcp","transport":"streamable-http","headers":{"Authorization":"Bearer dmk_live_YOUR_KEY"}}'
3
Verify the handshake: openclaw mcp doctor dimetrics --probe. All eighteen tools are auto-discovered: your agent picks the right one per question; discovery calls are free.
4
Any other MCP-capable agent framework works the same way: point it at https://www.dimetrics.ai/api/mcp with the streamable-http transport and your key as a Bearer header.

Building an autonomous loop? Budget for the limits: 5,000 tool calls/month and 60 calls/minute per account: cache results and query incrementally rather than re-pulling the universe each cycle (429s are retryable with backoff). The Data License & Terms apply to what your agent does with the data, including anything it republishes.

Sample prompts

Drop these into Claude (any surface). The MCP exposes eighteen tools: get_deal_metric, list_company_deals, get_available_capacity, get_debt_for_lease, get_political_risk, get_moratorium_summary, list_datacenters_at_risk, get_county_risk, get_capital_structure, get_instrument_detail, reconcile_entity_debt, list_gpuaas_deals, get_gpuaas_metric, get_gpuaas_kpi, get_debt_for_gpuaas, get_lease_terms, get_offtake_terms, get_pipeline_register: and Claude picks the right one based on your question. Every response carries source-filing references so you can verify. Companies in the universe are queryable for sites and power pipeline even when they haven't signed a lease yet.

Lease rate, single deal

What's Cipher's crit-IT lease rate at the Black Pearl site?

Response

// get_deal_metric(operator: "CIFR", metric: "crit_it_lease_rate_per_kw_month", counterparty: "AWS", agg: "list") — Black Pearl row
{
  "as_of": "2026-09-15",
  "as_of_basis": "Latest edit to the returned deal records; each per_deal row carries its own filing provenance.",
  "unit": "$/kW/month",
  "currency": "USD",
  "operator": "CIFR",
  "metric": "crit_it_lease_rate_per_kw_month",
  "per_deal": [
    {
      "tenant": "AWS",
      "site": "Black Pearl",
      "value": 141.46,
      "provenance": {
        "status": "verified",
        "source_kind": "sec_filing",
        "edgar_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326001480/0000950103-26-001480-index.htm"
      }
    }
  ]
}

Operator-wide aggregate

What is Cipher's average crit-IT lease rate across all disclosed deals?

Response

// get_deal_metric(operator: "CIFR", metric: "crit_it_lease_rate_per_kw_month")
{
  "as_of": "2026-09-15",
  "as_of_basis": "Latest edit to the returned deal records; each per_deal row carries its own filing provenance.",
  "unit": "$/kW/month",
  "currency": "USD",
  "operator": "CIFR",
  "metric": "crit_it_lease_rate_per_kw_month",
  "value": 151.46,
  "agg": "avg",
  "n_deals": 3,
  "per_deal": [
    {
      "tenant": "AWS",
      "site": "Black Pearl",
      "value": 141.46,
      "provenance": {
        "status": "verified",
        "source_kind": "sec_filing",
        "edgar_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326001480/0000950103-26-001480-index.htm"
      }
    },
    {
      "tenant": "Fluidstack",
      "site": "Barber Lake",
      "value": 154.19,
      "provenance": {
        "status": "verified",
        "source_kind": "sec_filing",
        "edgar_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010325012168/0000950103-25-012168-index.htm"
      }
    },
    {
      "tenant": "AWS",
      "site": "Stingray",
      "value": 158.73,
      "provenance": {
        "status": "verified",
        "source_kind": "sec_filing",
        "edgar_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326008635/0000950103-26-008635-index.htm"
      }
    }
  ]
}

Excel cell formula

=DIMETRICS("get_deal_metric", operator="WULF", metric="annual_contract_noi")

Response

1459500000   (USD/yr, sum over 3 deals, as of 2026-09-15 — the numeric value, ready for downstream math)

Cross-operator comp

Rank CIFR, WULF, HUT, CORZ, and APLD by average crit-IT lease rate in $/kW/month. Highest first.

Response

Claude calls get_deal_metric once per operator (metric crit_it_lease_rate_per_kw_month, agg avg) and returns:

  WULF  $165.97/kW/month   (avg of 3 disclosed deals, as of 2026-09-15)
  HUT   $156.02/kW/month   (avg of 3 disclosed deals, as of 2026-09-15)
  CIFR  $151.46/kW/month   (avg of 3 disclosed deals, as of 2026-09-15)
  APLD  $142.06/kW/month   (avg of 6 disclosed deals, as of 2026-09-15)
  CORZ  $135.45/kW/month   (avg of 10 disclosed deals, as of 2026-09-15)

Each per-deal rate carries the EDGAR filing it was read from. IREN has no colocation leases on file, so it cannot be ranked here.

Site pipeline lookup

What is the energization date and gross MW capacity for Cipher's Colchis site?

Response

// get_available_capacity(operator: "CIFR", by: "site") — Colchis row, key fields
{
  "as_of": "2026-09-21",
  "as_of_basis": "Live read of the Dimetrics sites table at retrieval; site rows carry no edit timestamp. Each site row carries provenance from its register source and vetting confidence.",
  "unit": "MW",
  "site": {
    "site_name": "Colchis",
    "state": "TX",
    "grid_operator": "ERCOT",
    "load_zone": "ERCOT North",
    "capacity_status": "Pipeline",
    "capacity_status_confidence": "confirmed",
    "pipeline_tier": "load_study",
    "power_status": "secured",
    "build_status": "pre_construction",
    "site_available_gross_mw": 0,
    "site_pipeline_gross_mw": 1000,
    "site_estimated_energization_year": 2028,
    "provenance": {
      "status": "verified",
      "source_kind": "derived",
      "source_url": "https://www.cipher-mining.com/",
      "source_date": "2026-06-01"
    },
    "absent": {
      "site_pipeline_critical_it_mw": "not disclosed"
    }
  }
}

Debt terms on a named lease

What are the debt terms on Cipher's Amazon lease at Black Pearl?

Response

// get_debt_for_lease(operator: "CIFR", counterparty: "AWS") — Black Pearl instrument
{
  "as_of": "2026-06-15",
  "as_of_basis": "Latest review or entry of the returned instruments; each instrument carries its own filing provenance.",
  "currency": "USD",
  "operator": "CIFR",
  "instruments": [
    {
      "instrument_type": "senior_note",
      "status_class": "outstanding",
      "principal_face": 2000000000,
      "coupon_rate": 0.06125,
      "announcement_date": "2026-02-11",
      "maturity_date": "2031-02-15",
      "tenant": "AWS",
      "site": "Black Pearl",
      "use_of_proceeds": "Black Pearl AWS data center",
      "confidence": "high",
      "provenance": {
        "status": "verified",
        "source_kind": "sec_filing",
        "edgar_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326001966/0000950103-26-001966-index.htm",
        "verbatim_span": "\"Black Pearl Compute, LLC carried $2 billion of 6.125% senior secured notes due February 2031.\""
      },
      "source_citation": "SEC filing dated 2026-02-11 (EDGAR accession 0000950103-26-001966)",
      "instrument_type_label": "senior note",
      "status_class_label": "outstanding"
    }
  ]
}

Delivery risk on a named lease

What happens if Cipher delivers the Black Pearl campus to Amazon late?

Response

// get_lease_terms(operator: "CIFR", tenant: "AWS", term_category: "late_delivery_termination") — Black Pearl lease
{
  "as_of": "2026-08-17",
  "lease_key": "CIFR-AMAZ-016",
  "tenant": "AWS",
  "term": {
    "term_category": "late_delivery_termination",
    "disclosure_status": "disclosed_summary",
    "summary": "Amazon, as tenant, may terminate the lease if delivery is delayed by 120 days and Cipher fails to cure within a subsequent 30-day window; Amazon also holds termination rights for casualty, condemnation, material interference, a landlord sale to a restricted entity, a grid power outage exceeding 180 consecutive days (not caused by tenant), and violations of anti-bribery provisions, while Cipher has no right to terminate for convenience.",
    "params": {
      "trigger_delay_days": 120,
      "cure_period_days": 30,
      "terminating_party": "tenant"
    },
    "provenance": {
      "status": "verified",
      "source_kind": "exhibit",
      "source_ref": "CIFR 8-K EX-99.1 — EXHIBIT 99.1 — Strong Contractual Economics",
      "source_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326001480/dp240991_ex9901.htm",
      "edgar_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326001480/dp240991_ex9901.htm"
    }
  }
}

Credit support across an operator’s leases

Who backstops Cipher’s leases, and with what?

Response

// get_lease_terms(operator: "CIFR", term_category: "guaranty_credit_support") — one term per lease
{
  "as_of": "2026-08-17",
  "leases": [
    {
      "lease_key": "CIFR-AMAZ-016",
      "tenant": "AWS",
      "disclosure_status": "disclosed_summary",
      "summary": "Amazon.com, Inc., the public parent, unconditionally guarantees all base rent and operating expenses owed by the Amazon tenant entity for the life of the lease, and Cipher separately provides a parent completion guaranty supporting full project funding and delivery of the Black Pearl facility; the announcement describes AWS as an AA-rated hyperscaler counterparty but does not disclose a dollar cap on either guaranty.",
      "source_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326001480/dp240991_ex9901.htm"
    },
    {
      "lease_key": "CIFR-FLUI-013",
      "tenant": "Fluidstack",
      "disclosure_status": "disclosed_summary",
      "summary": "Google agrees to backstop $1.4 billion of Fluidstack's lease obligations to support the project's debt financing, receiving in exchange warrants for roughly 24 million Cipher shares (about a 5.4% pro forma stake), and separately commits to enter a Financial Support Agreement and Pledge Agreement with Cipher's lenders upon request. The full lease-side agreement corroborates this credit-support role by making Google a third-party beneficiary of certain landlord obligations and by structuring Google's assumption or rejection rights around Fluidstack's performance, though it does not itself restate the $1.4 billion backstop figure.",
      "source_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010325012168/dp234624_ex9901.htm"
    },
    {
      "lease_key": "CIFR-IGH3-018",
      "tenant": "AWS",
      "disclosure_status": "disclosed_summary",
      "summary": "Amazon.com, Inc., the public parent of the tenant, fully guarantees all base rent and operating expenses owed under the AWS lease, and Cipher separately provides a parent completion guaranty supporting full funding and delivery of the Stingray project, including a customary completion guaranty obligating Cipher to fund the issuer as needed if note proceeds prove insufficient to complete the facility on time.",
      "source_url": "https://www.sec.gov/Archives/edgar/data/1819989/000095010326008635/dp248110_ex9901.htm"
    }
  ]
}

Pricing

Pro: Monthly

$199/mo

5,000 tool calls/mo

The full toolkit: every dataset, every screen, and the MCP

Everything in Free, plus the full datacenter layer
Miner-to-HPC conversion dashboard: leases, MCap/MW, capacity bridge
GPU compute index: 38 providers, spot rates, forward curve, ClusterMAX
Colocation lease and GPUaaS offtake comps, every figure EDGAR-cited
Site-level capacity, debt-per-lease linkage, full capital structure
Moratorium and political-risk analysis with county PRS scoring
HPC lease calculator with real-deal pre-fill
Dimetrics MCP in Claude, Codex, Muse, and Excel: 5,000 calls/mo, OAuth + API keys

Sign up

Pro: Annual

$1,999/yr

save 16% vs monthly · 5,000 tool calls/mo

The full toolkit: every dataset, every screen, and the MCP

Everything in Free, plus the full datacenter layer
Miner-to-HPC conversion dashboard: leases, MCap/MW, capacity bridge
GPU compute index: 38 providers, spot rates, forward curve, ClusterMAX
Colocation lease and GPUaaS offtake comps, every figure EDGAR-cited
Site-level capacity, debt-per-lease linkage, full capital structure
Moratorium and political-risk analysis with county PRS scoring
HPC lease calculator with real-deal pre-fill
Dimetrics MCP in Claude, Codex, Muse, and Excel: 5,000 calls/mo, OAuth + API keys

Sign up

Subscriptions are governed by the Data License & Terms : individual use, no redistribution or resale.

Every HPC lease term, every capital-stack tranche, every MW number: in your Excel cell.

What's in the dataset

Quick start

Set up Claude for Excel

Set up Claude Code

Set up OpenAI Codex

Set up Meta Muse (agent)

Set up Claude Desktop

Set up OpenClaw (and other agent frameworks)

Sample prompts

More questions to ask

Pricing

FAQ