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Search the scientific literature and get a cited answer, plus the Trending in Science edition.

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Status
Healthy
Uptime
100.0% over 21 days
Last Tested
Transport
Streamable HTTP · MCP 2025-03-26
URL
Repository
Vaticay/cerebrum
GitHub Stars
0
ChatGPT
–
Claude
–

TDQS

A3.9/5.0

Scored across 2 tools

Disambiguation5/5

The two tools serve clearly distinct purposes: one retrieves current science news headlines, while the other searches academic literature for cited evidence. An agent can easily choose based on whether it needs news or research-paper evidence.

Naming Consistency5/5

Both tool names use a consistent snake_case verb_noun pattern: get_trending and search_literature. The convention is predictable and readable.

Tool Count3/5

Two tools is borderline thin for a server apparently focused on science information access. Each tool earns its place, but the surface feels under-scoped rather than well-rounded.

Completeness3/5

The set covers news headlines and literature search, but notable gaps remain: no tool to retrieve a specific paper, browse by topic/date, or follow up on a headline. Agents may hit dead ends when they need deeper retrieval after search.

Available Tools

2 tools
search_literatureSearch the literatureA
Read-only
Inspect

Search the scientific literature for a research question and return a cited answer with a numbered source list. Use this when you need evidence from papers rather than general knowledge.

NameRequiredDescriptionDefault
queryYesA research question or topic to search for in the scientific literature.

Output Schema

NameRequiredDescription
answerYes
recordYes
sourcesYes
coverageYes
degradedYes
recordUrlYes
citedCountYes
sourceCountYes
coverageNoteYes
synthesisModeYes

TDQS

A4/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, openWorldHint=true, and destructiveHint=false, so the safety and external-lookup profile is covered. The description adds only the synthesized-answer-plus-citation return behavior, with nothing about latency, source coverage, or failure modes.

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?

Two sentences, zero filler, with the capability stated first and the selection rule second. Nothing overlaps with or duplicates an adjacent sentence.

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?

Output schema exists, so the description is not obligated to detail return values, and it correctly covers purpose, input, and the when-to-use rule for a simple one-parameter tool. Slight gap in not characterizing search breadth or source coverage.

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?

There is a single parameter with 100% schema description coverage ('A research question or topic to search for in the scientific literature'), so the schema fully documents the input. The description restates the concept but adds no query-format guidance beyond it — the baseline 3 for full coverage applies.

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?

States a specific verb and resource ('Search the scientific literature') plus the shape of the result ('cited answer with a numbered source list'). The only sibling, get_trending, is a distinct domain, so no explicit differentiation is required for an agent to choose correctly.

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?

Gives a clear selection condition: 'Use this when you need evidence from papers rather than general knowledge.' This cleanly separates it from answering from model knowledge, though it names no alternative tool or scope limits (e.g. coverage of fields or dates).

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 2 tool updates
    • First observedget_trending
    • First observedsearch_literature

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