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Glama

Permits Engine — Agent Market

datacenter_site_changes

Per-site Datacenter Buildout Activity Index — observed ground-activity state (Sentinel-2 bare-soil/earthworks change) for each publicly-announced datacenter site, with a content-sha256 attestation. The per-site granularity the free public page omits. Returns an Ed25519-signed receipt.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
stateNoOptional activity-state filter (the per-site `state` field, e.g. 'active_earthworks', 'stable_no_change', 'insufficient_data'). Lowercase exact value.
operatorNoOptional operator substring filter (case-insensitive).
min_confidenceNoOptional floor on per-site confidence.

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

  1. First observed

TDQS

A4/5.0
Behavior4/5

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

With no annotations provided, the description carries the behavioral disclosure burden and does a solid job: it describes the observation source, per-site scope, content-sha256 attestation, and Ed25519-signed receipt. It does not mention auth, rate limits, or pagination, but the core behavior and output integrity mechanism are disclosed.

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

Conciseness5/5

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

The description is compact and well-structured: a lead phrase establishes the resource, the second sentence explains differentiation from the public page, and the final sentence states the return format. Every sentence adds distinct value without redundancy.

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

Completeness4/5

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

Given no output schema, the description reasonably conveys what the tool returns and its integrity guarantees. The three optional filter parameters are fully documented in the schema, so the remaining gap is mainly the absence of an explicit response shape or pagination details, which is a minor omission for an index-style tool.

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 parameters are already fully documented in the schema. The description adds no additional parameter meaning, which matches the baseline of 3 since the schema handles the semantic load.

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?

The description clearly identifies the tool as a per-site datacenter buildout activity index, naming the observed data source (Sentinel-2 bare-soil/earthworks change), the scope (each publicly-announced datacenter site), and the output (signed receipt). It also differentiates from siblings by highlighting the per-site granularity that the free public page omits.

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

Usage Guidelines3/5

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

Usage context is implied: this tool is for per-site granularity not available on the free public page. However, it does not explicitly state when to choose this tool over related siblings like datacenter_operator_breakdown or permit_lookup, nor does it provide when-not-to-use guidance.

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

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TDQS

A3.5/5.0
Disambiguation2/5

Several tool pairs overlap heavily: permit_lookup, search_permits, and jurisdiction_index all address permit discovery, while web_policy_history and enclosure_evidence_pack both track the same robots.txt/ai.txt/llms.txt/TDM-Rep policy surface. Agents would need to read very long descriptions carefully to avoid selecting the wrong tool.

Naming Consistency3/5

All names are snake_case but the pattern is mixed: most are noun phrases like agent_census_stats and web_policy_history, while request_quote, search_permits, and verify_contractor_license use verb-first naming. The names are readable but do not follow one consistent convention.

Tool Count3/5

Fifteen tools is at the high end of a reasonable scope, and the set spans permits, datacenter indices, agent attestations, web policy history, and quote requests. The count is not absurd, but it feels like several different products bundled into one server.

Completeness3/5

The permit lookup/search/rebate/contractor side is reasonably covered for read-only queries, and there is useful verification and attestation tooling. However, the 'Agent Market' side has no way to browse or complete a purchase beyond one request_quote action, and some data products like datacenter and agentic commerce feel disconnected from the core permits domain.

Resources