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Glama

Indian Regulatory Data

rbi_circulars

RBI notifications/circulars by topic and date.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
limitNo
topicNo
date_toNo
date_fromNo

Schema Changelog

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

  1. First observed

TDQS

C2.9/5.0
Behavior2/5

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

No annotations exist, so the description must convey behavior. It only mentions filtering by topic and date, but omits critical details like pagination, sorting, response format, authentication requirements, or error handling. This is insufficient.

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?

The description is a single, concise sentence with no redundancy. However, it lacks structure such as bullet points or examples, which could improve clarity for a 4-parameter tool.

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

Completeness2/5

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

With no output schema, no annotations, 4 parameters, and no param descriptions, the description is far from complete. It does not explain what the tool returns, how results are ordered, or how to handle errors.

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

Parameters2/5

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

Schema coverage is 0%, and the description only adds 'by topic and date', which vaguely maps to the topic, date_from, and date_to parameters. It does not explain parameter formats, default behavior, or constraints (e.g., date format, topic values).

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 'RBI notifications/circulars by topic and date' clearly states the tool's purpose: retrieving RBI circulars filtered by topic and date. It distinguishes from sibling tools like rbi_press_release and sebi_circulars.

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

Usage Guidelines2/5

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

No usage guidelines provided. There is no indication of when to use this tool versus alternatives (e.g., sebi_circulars for SEBI circulars). The agent must infer from the tool name alone.

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

B3.3/5.0
Disambiguation5/5

Each tool targets a distinct regulatory domain: AMFI for mutual funds, GST for tax verification, RBI for central bank circulars/press releases, and SEBI for securities circulars/orders. No overlapping purposes.

Naming Consistency5/5

All tool names follow a consistent pattern of organization_entity (e.g., rbi_circulars, sebi_orders), using snake_case throughout. Predictable and clear.

Tool Count5/5

With 6 tools covering major Indian financial regulators, the count is well-scoped for the server's purpose. Each tool addresses a distinct need without redundancy.

Completeness4/5

The set covers key regulatory bodies (AMFI, GST, RBI, SEBI) but misses others like income tax, MCA, IRDAI, or PFRDA. Within the covered agencies, core document types are present, but some secondary resources are absent.