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Glama

Bis Credit Gap

bis_credit_gap
Read-onlyIdempotent

Credit-to-GDP gap for one country from the BIS early-warning indicators: the credit-to-GDP ratio, its long-run one-sided HP-filter trend, and the gap between them in percentage points of GDP. The gap is the Basel III common reference point for setting the countercyclical capital buffer and a standard banking-crisis early-warning signal, so a large positive gap means private non-financial credit is running above its long-run trend and a negative gap means it is running below. Quarterly, 44 economies plus the euro area aggregate, history back to the 1960s for the longest series. Accepts a country name or an ISO alpha-2 code.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNoMax quarters returned, most recent first (default 20)
countryYesCountry name or ISO alpha-2 code, e.g. "United States" or "US". "Euro area" returns the XM aggregate.
end_periodNoInclusive end, e.g. "2025-Q4"
start_periodNoInclusive start, e.g. "2020" or "2020-Q1"

Schema Changelog

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

  1. Added

TDQS

A4.5/5.0
Behavior5/5

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

The annotations already establish that the tool is read-only, idempotent, and non-destructive, so the description adds meaningful behavioral context instead of repeating safety information. It discloses country-level granularity, quarterly frequency, 44-economy coverage, euro-area aggregate support, historical depth, and the interpretation of positive versus negative gaps.

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 front-loaded, moving from what the tool returns to why the gap matters, then to scope and accepted inputs. Each sentence carries substantive information without repetition or filler.

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?

The description fully compensates for the missing output schema by stating that the return consists of the credit-to-GDP ratio, its trend, and the gap in percentage points of GDP. It also specifies frequency, country coverage, historical depth, and input formats, making it complete for an agent to select and invoke the 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?

The input schema covers all four parameters with descriptions, formats, and examples, reaching 100% schema description coverage. The narrative description adds useful context about quarterly data and country coverage but does not materially augment the parameter semantics beyond what the schema already documents, so the baseline score applies.

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 unambiguously defines the tool as returning the credit-to-GDP ratio, its HP-filter trend, and the credit-to-GDP gap for one country. It clearly identifies the BIS source and the measured quantity, making it distinct from any sibling tool despite not naming alternatives.

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

Usage Guidelines4/5

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

The description provides strong contextual guidance, explaining that the gap is the Basel III common reference point for the countercyclical capital buffer and a standard banking-crisis early-warning signal. It never explicitly contrasts with alternatives, but the domain context and sibling list make the intended use clear.

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

A3.9/5.0
Disambiguation3/5

Most tools have carefully written distinctions, but several overlap in purpose: ask_pipeworx versus ask_pipeworx_beta are currently functionally identical, and ask_pipeworx, deep_research, validate_claim, and the Polymarket research tools all sit on the same factual-question axis. The long descriptions help an agent choose, but the set still has multiple ambiguous boundaries.

Naming Consistency3/5

Names are uniformly snake_case and mostly readable, with clear prefix families like pipeworx_*, polymarket_*, and ask_pipeworx*. However, the verb-noun pattern is inconsistent: many tools are noun phrases (entity_profile, recent_alerts, polymarket_edges) and some are bare verbs (remember, recall, forget), so the naming is not predictable across the full set.

Tool Count2/5

35 tools is well above the 25-tool threshold and feels like an organic platform dump rather than a curated server. The broad data-platform scope partly justifies the number, but the presence of near-duplicate entry points and one-off utilities (generate_llms_txt, ai_visibility_check, scan_dependency) makes the set feel bloated rather than cohesive.

Completeness4/5

For a read-heavy data/research platform the surface is unusually complete: discovery, single-lookup, grounded-answer, deep-research, entity resolution, comparison, change-tracking, subscriptions, memory, and feedback are all covered. Missing write/execution capabilities like placing trades or modifying BIS flows are reasonable absences for this kind of server; the main gap is a dedicated historical/trend utility beyond the general router.