Skip to main content
Glama
RobackaB

Novelty Research MCP

by RobackaB

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
EXA_API_KEYNoAPI key for Exa, used as web and patent search fallback.
GOOGLE_CSE_IDNoCustom Search Engine ID for Google Custom Search.
TAVILY_API_KEYNoAPI key for Tavily, used as web and patent search fallback.
GOOGLE_CSE_API_KEYNoAPI key for Google Custom Search, used as primary web search backend.
SEMANTIC_SCHOLAR_API_KEYNoAPI key for Semantic Scholar, provides higher rate limits for publication search.

Instructions

Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.

This server publishes no instructions, or was last inspected before Glama recorded them.

Capabilities

Features and capabilities supported by this server

Protocol revision2025-11-25

CapabilityDetails
tools
{
  "listChanged": false
}
prompts
{
  "listChanged": false
}
resources
{
  "subscribe": false,
  "listChanged": false
}
experimental
{}

Tools

Functions exposed to the LLM to take actions

NameDescription
research_session_startC

Vytvorí alebo aktualizuje SQLite research session a vráti jej identifikátor.

research_session_understand_queryC

Rozloží a uloží očistené údaje dotazu pre výskumnú reláciu.

patent_evidence_to_sessionC

Získa patentové dôkazy a uloží kompaktný výsledok do SQLite session.

publication_evidence_to_sessionC

Získa publikačné dôkazy a uloží kompaktný výsledok do SQLite session.

web_evidence_to_sessionC

Získa webové dôkazy a uloží kompaktný výsledok do SQLite session.

research_session_checklistC

Skontroluje, či má research session dosť dôkazov na finalizáciu.

research_session_user_answerC

Vráti finálny používateľský report z dôkazov uložených v SQLite.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

TDQS

B3.3/5.0

Scored across 7 tools

Disambiguation5/5

Each tool targets a distinct phase of the research pipeline: session creation, query decomposition, three evidence sources (patent/publication/web), readiness checking, and final report generation. The three evidence tools differ only by source type, which is an intentional and clear parallel structure rather than a source of confusion.

Naming Consistency4/5

Tool names follow two clear patterns: research_session_* for lifecycle operations and {source}_evidence_to_session for evidence gathering, all in snake_case. Minor deviation: research_session_checklist and research_session_user_answer use nouns rather than verbs, breaking the otherwise consistent verb-first convention.

Tool Count5/5

Seven tools map cleanly onto the novelty research workflow with no redundancy. Each tool earns its place in the pipeline, and the count is well within the ideal 3-15 range for a focused server.

Completeness4/5

The full research workflow is covered: start session, decompose query, gather evidence from three sources, check readiness, and produce the final report. Minor gaps exist—no way to delete/reset a session or remove incorrectly stored evidence—but these are edge cases rather than workflow-breaking omissions.

Maintenance

ActivityMaintained
ResponsivenessNo issues