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Get a full research dossier (paid)

get_dossier
Read-onlyIdempotent

PAID per call via x402. Full research dossier: state-of-the-field synthesis plus structured claims mapped to citations, quantitative benchmarks, timeline, open problems, glossary and resolved bibliography. Price: $0.20 (USDC on Base Sepolia (testnet), x402).

Input Schema

NameRequiredDescriptionDefault
slugYes
formatNomarkdown

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.4/5.0
Behavior4/5

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

Goes well beyond the annotations by disclosing that invocation is billed ($0.20 USDC on Base Sepolia testnet via x402), which is critical behavior an agent cannot get from readOnlyHint/idempotentHint. It also enumerates the payload contents. It stops short of saying what happens on payment failure or whether a failed call is charged.

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?

Front-loads the paid framing and delivers the content list in one dense sentence with no filler. Minor redundancy: payment is mentioned twice (

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

Completeness3/5

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 fair job of describing the return payload, but it leaves the single required input undefined and says nothing about the relationship to the six sibling tools. For a paid, irreversible-cost call, that is a meaningful omission.

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 description coverage is 0%, so the description carries the full burden, yet it never explains what 'slug' identifies (topic, paper, or dossier identifier) or what the markdown vs json 'format' choice controls. The only parameter hint is the implicit idea of a 'dossier', which is not enough for a two-parameter tool with an undocumented enum.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb+resource ('Full research dossier') and enumerates the bundled artifacts (synthesis, claims, benchmarks, timeline, glossary, bibliography), which makes the scope concrete. It differentiates implicitly via 'Full' against the sibling preview_dossier, but never names it, so an agent must infer the contrast.

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 is only implied: the 'PAID per call' framing signals cost awareness and 'Full' hints at the cheaper preview, but there is no explicit when-to-use guidance, no mention of preview_dossier or get_research_pack as alternatives, and no prerequisites such as needing a valid slug from list_topics.

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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