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salwks

mcp-techTrend

trends_digest

Read-only

Generates a structured digest of trends and publications for any topic by querying arXiv, PubMed, GitHub, and other sources in parallel, preserving per-source sections.

Instructions

One-shot multi-source digest for a topic. Calls sources in parallel; partial failures don't break the report.

PRESENTATION RULES — follow strictly:

  1. PRESERVE SECTION STRUCTURE. The output has separate per-source sections (📌 arXiv, 📌 PubMed, 📌 GitHub, etc.). Do NOT merge them.

  2. TRANSLATE INLINE TEXT into the user's conversation language; keep section headers and emoji as-is.

  3. PRESERVE VERBATIM: proper nouns, IDs (PMID, k_number, arXiv IDs), URLs, repository names, metric values.

  4. Render every item — no summarization at the digest level.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
topicYes
sourcesNo
per_source_limitNo
daysNo

Output Schema

TableJSON Schema
NameRequiredDescriptionDefault
resultYes
Behavior4/5

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

The description adds behavioral details beyond annotations: parallel calls, partial failure tolerance ('partial failures don't break the report'), and strict presentation rules for output format. Annotations already indicate readOnlyHint=true and destructiveHint=false, aligning with the description.

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 front-loaded with the main purpose and behavior in two sentences, followed by necessary presentation rules. The rules are detailed but essential for correct output handling. No excessive verbosity.

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?

Covers the core multi-source aggregation and failure resilience, but omits details on the 'sources' parameter (valid values, defaults), which is a gap given low schema coverage. Output schema exists but is not referenced in description; completeness is adequate for a read-only digest tool but not fully comprehensive.

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?

With 0% schema description coverage, the description must compensate but does not explain any parameters (topic, sources, per_source_limit, days). The parameter names and defaults are self-explanatory to some extent, but the description adds no additional meaning or constraints.

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 it is a 'one-shot multi-source digest for a topic', with parallel calls across sources. This distinguishes it from sibling single-source tools like arxiv_search and pubmed_search, and from other trends tools like trends_briefing which likely serve a different purpose.

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?

The description implies use when a broad multi-source overview is needed but does not explicitly state when to use vs alternatives or when not to use. No exclusion criteria or context for switching from individual searches is provided.

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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