sample_pack
Free complete vendor-evaluation pack. No payment or account needed.
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Free complete vendor-evaluation pack. No payment or account needed.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections. Dates show when Glama detected each change.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations provided, the description carries the burden of behavioral disclosure. It does disclose a meaningful behavioral trait: the operation requires neither payment nor an account. However, it does not state whether the tool is read-only, what the output will look like, or whether any action or download is triggered.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is one short sentence plus one clarifying sentence. Both sentences earn their place: the first states the offer, the second removes common friction concerns. There is no redundancy or padding.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
Given the zero-parameter schema, the description is minimally viable: it tells the agent that an evaluation pack is available for free without an account. Still, it lacks any orientation toward what the agent should do with the tool, what the pack contains, or how the sibling tools relate, so completeness is only moderate.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
This tool has zero parameters, so the schema is trivially complete and there is no parameter semantics burden for the description. The baseline for zero-parameter tools is 4, and the description does not need to explain missing inputs.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
The description identifies the resource as a 'complete vendor-evaluation pack' and indicates it is free, but it lacks an explicit action verb (e.g., 'retrieves', 'downloads', 'delivers'). It does not distinguish this tool from its siblings catalog, method, or pack_offer, so an agent cannot confidently know what makes sample_pack unique.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
The only guidance is that no payment or account is required, which could be a prerequisite and a token of trustworthiness. However, there is no explicit statement about when to choose this tool over the sibling tools, nor any exclusion or alternative cue. The agent is left to infer usage from the name.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
Add one secure layer between your agents and this server.
Each tool targets a distinct resource: catalog lists available items, kit_catalog previews unevaluated kits, method reads free methods, pack_offer returns payable URLs, and research_feedback is the only write action. However, catalog vs kit_catalog and the preview-style tools (kit_catalog, research_preview) have close enough names/functions to cause occasional misselection.
All tool names follow the same lowercase snake_case noun-phrase convention, such as catalog, kit_catalog, pack_offer, and research_preview. There is no mixing of styles or inconsistent verb usage.
Seven tools is well-scoped for a knowledge-commons server covering catalogs, free content, paid offers, previews, samples, and feedback. Each tool has a clear purpose and none feel redundant.
Core workflows are covered: browse catalogs, read free methods, obtain payable pack URLs, preview research, fetch a sample pack, and submit feedback. There is no explicit decision-pack content reader or purchase tool, but pack_offer intentionally stops at the payable URL, suggesting a deliberate boundary rather than a dead end.