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soundwaverohit

Quantum Research Hub MCP Server

by soundwaverohit
OverviewSchemaRelated ServersScoreDiscussions
Python
Local

Server Configuration

Describes the environment variables required to run the server.

NameRequiredDescriptionDefault
QRH_DB_PATHNoPath to the SQLite database file.
QRH_DATA_DIRNoDirectory for data artifacts.
QRH_CLAUDE_MODELNoClaude model name for model pass (e.g., claude-sonnet-4-5).
ANTHROPIC_API_KEYNoAnthropic API key for Claude model pass.
QRH_LOOKBACK_DAYSNoNumber of days to look back for arXiv papers.
QRH_BUDGET_PROFILENoBudget profile: low, medium, or high.
QRH_MEMORY_BACKENDNoMemory backend: 'bm25' or 'hybrid'.
QRH_APPROVAL_GRANTEDNoSet to '1' to skip approval gating for experiments.
QRH_ENABLE_MODEL_PASSNoSet to '1' to enable optional Claude model pass.
QRH_ARXIV_MIN_INTERVALNoMinimum interval in hours between arXiv fetches.
QRH_EXPERIMENT_TIMEOUT_SECONDSNoTimeout for experiment runs in seconds.

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
search_arxivC

Search arXiv for quantum-computing papers by query, categories, keywords, and date range.

ingest_paperC

Ingest one arXiv paper: metadata -> chunks -> deterministic paper card -> DB.

get_paper_cardC

Return the compact paper card (scores, methods, claims, possible experiments).

search_paper_memoryC

Search stored paper memory with the configured local retrieval backend.

list_recent_papersB

List recently-seen papers, optionally filtered by minimum relevance score.

create_ideaC

Create a research idea. MUST cite >=1 source arXiv paper (rejected otherwise).

list_ideasC

List research ideas, optionally filtered by status.

create_experiment_from_ideaC

Create a reproducible experiment folder from an idea (baseline + tests + config + metrics).

get_experimentA

Return full experiment detail: metadata, config, latest metrics, validator notes.

list_experimentsC

List experiments with latest metric + validator verdict.

run_experimentA

Run an experiment safely (small=autonomous; gpu/medium/long need approval). Timeout-bounded.

get_experiment_resultsB

Return the latest run's status, metrics, and log path for an experiment.

validate_experimentC

Skeptically validate an experiment; verdict accepted|rejected|inconclusive.

create_daily_reportA

Generate the daily research report markdown for a date (default: today).

create_weekly_reportA

Generate the weekly research report markdown (week_start normalized to Monday).

get_budget_statusB

Return the active budget profile, daily caps, and usage so far today.

get_overviewB

Return dashboard headline counts, recent activity, and budget status.

Prompts

Interactive templates invoked by user choice

NameDescription

No prompts

Resources

Contextual data attached and managed by the client

NameDescription

No resources

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