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Agent Papers

get_company

Fetch one full Agent Papers company entry including offerings, sources, freshness, and category-specific facts.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
slugYesCompany slug, for example agentcall.

TDQS

A4/5.0
Behavior3/5

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

No annotations were provided, so the description carries the burden. It discloses the kind of content returned (offerings, sources, freshness, category-specific facts) and implies a read-only fetch. However, it does not elaborate on error behavior, authentication, or pagination, which leaves some 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 a single, well-structured sentence that front-loads the core action and resource, then lists included contents. No wasted words.

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?

With no output schema, the description does a good job of conveying what the entry contains. It clearly defines the scope ('one full company entry') and lists key data categories. It could mention error handling or what happens if the slug is invalid, but for a simple fetch tool it is largely complete.

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 coverage is 100% and the sole parameter 'slug' is already described with an example. The description adds no additional parameter-specific semantics beyond what the schema provides, so the baseline 3 is appropriate.

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 states the verb 'Fetch' and the resource 'one full Agent Papers company entry', and enumerates what it includes. This distinguishes it from sibling tools like search (which likely returns multiple results) and compare (which compares entries).

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 implies usage for retrieving a single company's full details by saying 'one full company entry'. It does not explicitly name alternatives or exclusions, but the context is clear enough for an agent to select it when a single full record is needed.

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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Glama MCP Gateway

Add one secure layer between your agents and this server.

TDQS

A4.1/5.0
Disambiguation5/5

Each tool targets a distinct resource and action: search for discovery, get_company for full details, compare for category matrices, list_categories for browsing, get_schema for metadata, and whats_new for changelog. There is no meaningful overlap between any tools.

Naming Consistency3/5

Most tools follow a verb_noun pattern (get_company, get_schema, list_categories), but 'compare' and 'search' are bare verbs, and 'whats_new' is a noun phrase rather than a verb. The mixture of styles is noticeable but still readable.

Tool Count5/5

With 6 tools, the server is well-scoped for a read-only registry exploration. Each tool earns its place, and the count is neither too thin nor overly heavy for the apparent purpose.

Completeness5/5

The surface covers the full exploration lifecycle: listing categories, searching, fetching details, comparing, understanding schema, and tracking updates. For a read-only registry, there are no obvious missing operations that would hinder an agent.

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