Skip to main content
Glama

Score Facility

score_facility
Read-onlyIdempotent

Use this when the user wants a 0-100 grade for one existing data center facility across 7 dimensions — power, fiber, water, climate_risk, tax_environment, talent_pool, expansion. Example: "How does the CoreWeave Las Vegas site score, power-weighted?" — score_facility facility_id= weighting=power_priority. Params: facility_id or name (required); weighting one of "balanced" (default) | "power_priority" | "risk_priority" | "expansion_priority". Returns: composite 0-100, tier_classification, peer comparison, and per-dimension detail. Do NOT use for a raw lat/lon parcel (use analyze_site), to compare 2 or more sites (use compare_sites), or to find similar sites (use find_alternatives).

Input Schema

NameRequiredDescriptionDefault
weightingNoScoring profile: "balanced" (default), "power_priority", "risk_priority", or "expansion_priority"
facility_idYesThe facility id/slug to score (required), from a prior search_facilities result

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed7 schema fields changed
    • removedOutput schema / properties / _entity
      Removed value: -{
      -  "type": "string"
      -}
    • removedOutput schema / properties / _front_door
      Removed value: -{
      -  "type": "object"
      -}
    • removedOutput schema / properties / _return_loop
      Removed value: -{
      -  "type": "object"
      -}
    • removedOutput schema / properties / citation
      Removed value: -{}
    • removedOutput schema / properties / provenance
      Removed value: -{
      -  "type": "object"
      -}
    • removedOutput schema / properties / quota
      Removed value: -{
      -  "type": "object"
      -}
    • removedOutput schema / properties / site_evaluation_handoff
      Removed value: -{}
  2. Changed19 schema fields changed
    • changedOutput schema / additionalProperties
      Previous value: -{}New value: +true
    • removedOutput schema / description
      Removed value: -"DC Hub envelope: tool data fields ride at the top level beside these keys."
    • removedOutput schema / properties / _entity / description
      Removed value: -"Payload class (facility|market|iso_grid|queue_results|deal|report|response); branch on it."
    • removedOutput schema / properties / _front_door / additionalProperties
      Removed value: -{}
    • removedOutput schema / properties / _front_door / description
      Removed value: -"First-tool hint: plan_query(intent) returns the ordered plan."
    • removedOutput schema / properties / _front_door / properties
      Removed value: -{}
    • removedOutput schema / properties / _return_loop / additionalProperties
      Removed value: -{}
    • removedOutput schema / properties / _return_loop / description
      Removed value: -"Next-session delta call (get_changes)."
    • removedOutput schema / properties / _return_loop / properties
      Removed value: -{}
    • removedOutput schema / properties / citation / anyOf
      Removed value: -[
      -  {
      -    "additionalProperties": {},
      -    "properties": {},
      -    "type": "object"
      -  },
      -  {
      -    "type": "string"
      -  }
      -]
    • removedOutput schema / properties / citation / description
      Removed value: -"How to attribute DC Hub: {source, url, license, cite_as, retrieved_at}, or the attribution line as a string."
    • removedOutput schema / properties / provenance / additionalProperties
      Removed value: -{}
    • removedOutput schema / properties / provenance / description
      Removed value: -"Source, method, as_of, verification_counts, license, cite_as; quote it when citing."
    • removedOutput schema / properties / provenance / properties
      Removed value: -{}
    • removedOutput schema / properties / quota / additionalProperties
      Removed value: -{}
    • removedOutput schema / properties / quota / description
      Removed value: -"Caller quota state (remaining calls, tier)."
    • removedOutput schema / properties / quota / properties
      Removed value: -{}
    • removedOutput schema / properties / site_evaluation_handoff / anyOf
      Removed value: -[
      -  {
      -    "items": {
      -      "additionalProperties": {},
      -      "properties": {},
      -      "type": "object"
      -    },
      -    "type": "array"
      -  },
      -  {
      -    "additionalProperties": {},
      -    "properties": {},
      -    "type": "object"
      -  }
      -]
    • removedOutput schema / properties / site_evaluation_handoff / description
      Removed value: -"Follow-up calls [{tool, parameters, why}] when the payload carries coordinates."
  3. Added
  4. Removed
  5. Changed1 schema field changed
    • addedInput schema / required
      Added value: +[
      +  "facility_id"
      +]
  6. Changed2 schema fields changed
    • removedInput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
    • removedOutput schema / $schema
      Removed value: -"http://json-schema.org/draft-07/schema#"
  7. Changed5 schema fields changed
    • removedOutput schema / properties / citation / additionalProperties
      Removed value: -{}
    • addedOutput schema / properties / citation / anyOf
      Added value: +[
      +  {
      +    "additionalProperties": {},
      +    "properties": {},
      +    "type": "object"
      +  },
      +  {
      +    "type": "string"
      +  }
      +]
    • changedOutput schema / properties / citation / description
      Previous value: -"Machine-readable citation: how to attribute DC Hub (dchub.cloud) for this payload."New value: +"Machine-readable citation: how to attribute DC Hub (dchub.cloud) for this payload. Normally an OBJECT {source, url, license, cite_as, retrieved_at}; a bare string is accepted and carries the attribution line itself."
    • removedOutput schema / properties / citation / properties
      Removed value: -{}
    • removedOutput schema / properties / citation / type
      Removed value: -"object"
  8. Changed1 schema field changed
    • addedOutput schema / properties / _front_door
      Added value: +{
      +  "additionalProperties": {},
      +  "description": "In-band front-door hint (first workflow-entry tool of a session): call plan_query(intent) first for the ordered multi-step plan.",
      +  "properties": {},
      +  "type": "object"
      +}
  9. Changed5 schema fields changed
    • removedOutput schema / properties / site_evaluation_handoff / additionalProperties
      Removed value: -{}
    • addedOutput schema / properties / site_evaluation_handoff / anyOf
      Added value: +[
      +  {
      +    "items": {
      +      "additionalProperties": {},
      +      "properties": {},
      +      "type": "object"
      +    },
      +    "type": "array"
      +  },
      +  {
      +    "additionalProperties": {},
      +    "properties": {},
      +    "type": "object"
      +  }
      +]
    • changedOutput schema / properties / site_evaluation_handoff / description
      Previous value: -"Pre-built follow-up call (analyze_site / get_water_risk args) when the payload carries coordinates."New value: +"Pre-built follow-up calls (analyze_site / get_water_risk args) when the payload carries coordinates — an array of {tool, parameters, why} entries."
    • removedOutput schema / properties / site_evaluation_handoff / properties
      Removed value: -{}
    • removedOutput schema / properties / site_evaluation_handoff / type
      Removed value: -"object"
  10. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
      +  "$schema": "http://json-schema.org/draft-07/schema#",
      +  "additionalProperties": {},
      +  "description": "DC Hub envelope: structuredContent mirrors the JSON payload in content[0].text — tool-specific data fields ride at the top level alongside these envelope keys.",
      +  "properties": {
      +    "_entity": {
      +      "description": "Payload class discriminator (e.g. facility|market|iso_grid|queue_results|deal|report|response) — branch on this before parsing the rest.",
      +      "type": "string"
      +    },
      +    "_return_loop": {
      +      "additionalProperties": {},
      +      "description": "Suggested next-session delta call (get_changes since=24h) so you pull only what changed.",
      +      "properties": {},
      +      "type": "object"
      +    },
      +    "citation": {
      +      "additionalProperties": {},
      +      "description": "Machine-readable citation: how to attribute DC Hub (dchub.cloud) for this payload.",
      +      "properties": {},
      +      "type": "object"
      +    },
      +    "provenance": {
      +      "additionalProperties": {},
      +      "description": "Collection-level provenance block: {source, method, as_of, verification_counts, cite_url_template, license, cite_as}. Quote the verification level when citing.",
      +      "properties": {},
      +      "type": "object"
      +    },
      +    "quota": {
      +      "additionalProperties": {},
      +      "description": "Caller quota state (remaining calls, tier) when available.",
      +      "properties": {},
      +      "type": "object"
      +    },
      +    "site_evaluation_handoff": {
      +      "additionalProperties": {},
      +      "description": "Pre-built follow-up call (analyze_site / get_water_risk args) when the payload carries coordinates.",
      +      "properties": {},
      +      "type": "object"
      +    }
      +  },
      +  "type": "object"
      +}
  11. Changed2 schema fields changed
    • addedInput schema / properties / facility_id / description
      Added value: +"The facility id/slug to score (required), from a prior search_facilities result"
    • addedInput schema / properties / weighting / description
      Added value: +"Scoring profile: \"balanced\" (default), \"power_priority\", \"risk_priority\", or \"expansion_priority\""
  12. Added

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so safety is covered. The description adds genuine context beyond them: the enumeration of the 7 scoring dimensions, the weighting profile that changes the grade, and the precondition that facility_id comes from a prior search_facilities result. It does not discuss latency or pagination, but neither is relevant for a deterministic read.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with the usage trigger, then example, params, return shape, and exclusions in a logical order with no filler sentences. It is dense but every clause carries routing or parameter information; the only mild bloat is repeating the four weighting values already in the schema.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so the description need not fully specify return values, yet it still names the key outputs (composite, tier_classification, peer comparison, per-dimension detail). Combined with the 7-dimension enumeration and the alternative-tool routing, an agent has everything needed to select and call this tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the schema already documents both parameters and the four weighting values. The description restates the weighting options and adds the origin of facility_id (prior search_facilities), but its phrase 'facility_id or name' slightly diverges from the schema, which exposes only facility_id as required. Baseline 3 is appropriate when the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb (score) and resource (one existing data center facility) plus the exact scope: a 0-100 grade across 7 named dimensions. It explicitly rules out the siblings that could be confused with it (analyze_site, compare_sites, find_alternatives), so an agent can distinguish it without opening any schema.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines5/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Opens with a clear triggering condition (user wants a grade for one existing facility), gives a concrete example query with parameters filled in, and closes with explicit exclusions routing to named alternatives for parcel analysis, multi-site comparison, and similar-site discovery. Nothing is left to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Try in Browser

Glama MCP Gateway

Add one secure layer between your agents and this server.