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api.exascale.build

Source-cited US machine-economy data: power, AI infra, chips, robot trade + adoption, satellites.

https://api.exascale.build/mcpWebsiteNo authMCP 2025-11-25v1.0.0last checked 8 Oct 2026spoke MCP on 100% of 90 checks (30 days)initialize in 600 ms

Will my client connect?

Decided from what the probe found at the endpoint, and from what each client's own documentation says it can complete. Every row carries the day that documentation was read.

✓Claude CodeConnects

The endpoint answers an anonymous handshake, so no credential is needed.

claude mcp add --transport http osint https://api.exascale.build/mcp

Claude Code docs · read on 2026-08-30

✓Claude (claude.ai & Desktop)Connects

The endpoint answers an anonymous handshake, so no credential is needed.

Settings → Connectors → Add custom connector, then paste https://api.exascale.build/mcp.

Claude (claude.ai & Desktop) docs · read on 2026-08-30

✓ChatGPTConnects

The endpoint answers an anonymous handshake, so no credential is needed.

Settings → Apps → Advanced settings → Developer mode, then create a connector pointing at https://api.exascale.build/mcp.

ChatGPT docs · read on 2026-08-30

✓CursorConnects

The endpoint answers an anonymous handshake, so no credential is needed.

{
  "mcpServers": {
    "osint": {
      "url": "https://api.exascale.build/mcp"
    }
  }
}

Cursor docs · read on 2026-08-30

✓VS Code (Copilot)Connects

The endpoint answers an anonymous handshake, so no credential is needed.

{
  "servers": {
    "osint": {
      "type": "http",
      "url": "https://api.exascale.build/mcp"
    }
  }
}

VS Code (Copilot) docs · read on 2026-08-30

How to authenticate

Checked against the endpoint by our probe on 8 Oct 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme
No auth
Protected-resource metadata
✕Not found

Without it a client has to guess where the authorization server lives.

Anonymous access
Handshake succeeds; 66 tools listable
Credentials demanded in prose
✕query_power_capacity_accreditation_pjm_v1, query_power_capacity_market_pjm_v1, query_power_capacity_accreditation_miso_v1, query_power_capacity_market_miso_v1

These tools are listed anonymously and their own descriptions ask for an account or key, but no challenge is issued — so a client has nothing to act on and the refusal arrives as a tool error.

What the probe found

warningTools needing credentials are listed without a challenge

4 of the 66 tools listed anonymously say in their own descriptions that they need an account or a key (query_power_capacity_accreditation_pjm_v1, query_power_capacity_market_pjm_v1, query_power_capacity_accreditation_miso_v1, query_power_capacity_market_miso_v1), but the endpoint issued no WWW-Authenticate challenge. The requirement is stated only in prose, so a call reaches the tool and comes back as a tool error instead of an authorization step.

No CORS headers for browser-based clients

A cross-origin preflight came back without Access-Control-Allow-Origin, so the endpoint is reachable from native clients only — code running in a web page is stopped by the browser before a request is ever sent.

Tools

describe_ai_infrastructure_construction_v1describe_ai_infrastructure_equipment_trade_v1describe_ai_infrastructure_production_v1describe_ai_infrastructure_trade_v1describe_capability_v1describe_capacity_factor_v1describe_natural_gas_prices_v1describe_power_asset_ownership_v1describe_power_capacity_accreditation_miso_v1describe_power_capacity_accreditation_pjm_v1describe_power_capacity_market_miso_v1describe_power_capacity_market_pjm_v1describe_power_capacity_v1describe_power_demand_rollup_v1describe_power_demand_v1describe_power_fuel_cost_v1describe_power_generation_v1describe_power_interconnection_queue_caiso_v1describe_power_interconnection_queue_ercot_v1describe_power_interconnection_queue_isone_v1describe_power_interconnection_queue_nyiso_v1describe_power_interconnection_queue_pjm_cycle_v1describe_power_interconnection_queue_pjm_v1describe_power_interconnection_queue_spp_v1describe_power_interconnection_queue_v1describe_power_plant_costs_v1describe_power_price_ercot_v1describe_power_retail_sales_v1describe_robotics_adoption_v1describe_robotics_trade_v1describe_space_satellite_filings_v1describe_space_satellite_notices_v1get_source_evidence_v1list_capabilities_v1query_ai_infrastructure_construction_v1query_ai_infrastructure_equipment_trade_v1query_ai_infrastructure_production_v1query_ai_infrastructure_trade_v1query_capability_v1query_capacity_factor_v1query_natural_gas_prices_v1query_power_asset_ownership_v1query_power_capacity_accreditation_miso_v1query_power_capacity_accreditation_pjm_v1query_power_capacity_market_miso_v1query_power_capacity_market_pjm_v1query_power_capacity_v1query_power_demand_rollup_v1query_power_demand_v1query_power_fuel_cost_v1query_power_generation_v1query_power_interconnection_queue_caiso_v1query_power_interconnection_queue_ercot_v1query_power_interconnection_queue_isone_v1query_power_interconnection_queue_nyiso_v1query_power_interconnection_queue_pjm_cycle_v1query_power_interconnection_queue_pjm_v1query_power_interconnection_queue_spp_v1query_power_interconnection_queue_v1query_power_plant_costs_v1query_power_price_ercot_v1query_power_retail_sales_v1query_robotics_adoption_v1query_robotics_trade_v1query_space_satellite_filings_v1query_space_satellite_notices_v1

Contract history

28 Sep 2026v1.0.04 cosmeticinstructions rewritten

Instructions rewritten: query_power_capacity_accreditation_miso_v1, query_power_capacity_accreditation_pjm_v1, query_power_capacity_market_miso_v1, query_power_capacity_market_pjm_v1. The description an agent follows changed; the callable contract may not have.

27 Sep 2026v1.0.02 compatible1 cosmeticinstructions rewritten

Instructions rewritten: query_space_satellite_filings_v1. The description an agent follows changed; the callable contract may not have.

9 Sep 2026v1.0.02 breaking

Breaking: describe_ai_infrastructure_employment_v1, query_ai_infrastructure_employment_v1

7 Sep 2026v1.0.04 cosmeticinstructions rewritten

Instructions rewritten: query_power_capacity_accreditation_miso_v1, query_power_capacity_accreditation_pjm_v1, query_power_capacity_market_miso_v1, query_power_capacity_market_pjm_v1. The description an agent follows changed; the callable contract may not have.

24 Aug 2026v1.0.0first recorded contract

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