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GMPSignal Real-Time Intelligence MCP (59 Tools)

GMPSignal Real-Time Intelligence MCP (59 Tools)

Official
by xpayrcom

academic_patent_research_citation_intelligence

Extracts real-time structured data from OpenAlex scientific papers, citations, and R&D activity to monitor research trends and patent citation signals.

Instructions

OpenAlex Scientific Papers, Citations & R&D Monitor: Real-time structured data extraction feed for OpenAlex Scientific Papers, Citations & R&D Monitor.

Tool call template

This tool declares no required parameters. Add optional parameters from the input schema as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {},
    "name": "academic_patent_research_citation_intelligence"
  }
}

Input Schema

NameRequiredDescriptionDefault
maxResultsNoMaximum number of structured items to extract.

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observedv1.0.0

TDQS

C2.1/5.0
Behavior2/5

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

No annotations are supplied, so the description carries the full burden, yet it discloses almost nothing behavioral: 'real-time structured data extraction feed' implies a read-style retrieval but never confirms it, and there is no mention of auth requirements, rate limits, pagination, caching, or what a 'structured item' looks like. The only mild signal is the word 'real-time', which is asserted without any supporting detail.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is short, but the brevity comes from redundancy rather than efficiency: the second clause repeats the exact phrase from the first. A 'Title: restatement of title' pattern front-loads branding instead of the operation, so the agent reads the same non-information twice.

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

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no annotations, no output schema, and no explanation of what is returned or how the feed is scoped, the definition is inadequate for anything beyond guessing from the name. An agent cannot determine what data it will receive or whether a topic/query parameter exists at all.

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% for the single optional maxResults parameter, so the schema already documents it and the description adds nothing further. Per the high-coverage baseline this lands at 3, though it is worth noting the description gives no clue that this is the only lever available (e.g., no query/topic filter is explained or acknowledged).

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

Purpose2/5

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

The description is effectively the tool title restated: 'OpenAlex Scientific Papers, Citations & R&D Monitor' followed by 'Real-time structured data extraction feed for OpenAlex Scientific Papers, Citations & R&D Monitor.' The only concrete information is the upstream data source (OpenAlex) and a loose notion of 'extraction', but no specific verb-and-resource pair tells an agent what it actually retrieves versus siblings like global_trademark_brand_ip_monitor or clinical_trials_fda_drug_pipeline_tracker.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use, when-not-to-use, or alternative-tool guidance anywhere in the description. An agent must infer topical relevance purely from the 'OpenAlex Scientific Papers, Citations & R&D' label, and nothing indicates what query intent this tool should be selected for over the many sibling research/monitoring tools.

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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