Master Research Hub (MRH) — Faculty Research Data Mechanism

Master Research Hub — Faculty Research Data Mechanism

A focused workspace for research tools and an AI assistant to plan, search, learn project context, and draft UML diagrams.

AI Research Assistant

Use commands to plan, search, learn the project, and generate UML starting points.

Assistant ConsoleCommands enabled

MRH AI AssistantChoose a command to start: pre-mortem planning, web search preparation, project learning, command help, or UML drafting.

Quick AI Tools

Similarity & Sentence-Level Plagiarism Checker

Accepts pasted text, PDF, DOCX, or TXT file analysis with similarity scoring (0-100%) and sentence attribution.

Input Research Manuscript / Abstract Text:

Or upload a manuscript

Supported formats: PDF, Word, LaTeX, and Markdown.

Filter Bibliography / References

Plagiarism Analysis Report

Similarity Index: 12%

Sentence Match Breakdown:

Enter manuscript text and click "Compute Similarity Score" to trigger analysis.

ISSN Validation & Journal Guidelines Engine

Validates International Standard Serial Numbers (ISSN) using Modulus 11 check digit verification and retrieves guidelines.

Modulus 11 ISSN Validator

Enter ISSN (Format: XXXX-XXXX or XXXXXXXX):

Journal Submission Checklist Generator

Generate submission criteria checklist based on target indexed journal databases (Scopus / Web of Science / UGC CARE).

ISSN Check Digit Validated

Peer Review Policy Verification Passed

Author Affiliation Format Matches PBSC

Trend Analysis over Initiative Domains

Find current research signals, open-source implementations, and related papers so each initiative can develop a defensible unique feature.

Live sources

Initiative domain

Source: docs/projects_data.json

Refine the signal

Uses public OpenAlex and GitHub search endpoints. If an API is blocked, the browser fallback opens research and repository searches for Playwright-compatible automation.

SignalReady to scan

SourcesOpenAlex + GitHub

Last scanNot run

Related research and implementations

Waiting for a scan

Choose an initiative domain and refresh to discover current research signals.

Source Module Adapters & Integration Hub

Live status of adapters syncing research records across the 5 source modules.

plag.html CONNECTED

Plagiarism report integration adapter for similarity index syncing.

Open plag.html Module

aios.html CONNECTED

AI Operating System research project sync adapter.

Open aios.html Module

researchpanel.html CONNECTED

Institutional research panel paper & grant submission adapter.

Open researchpanel.html Module

faculty-dashboard.html CONNECTED

Faculty individual profile & publication tracker adapter.

Open faculty-dashboard.html Module

scholarsync CONNECTED

Student-faculty research mentorship & deployment adapter.

Open scholarsync.html Module

System Settings & API Provisioning

Configure LLM API keys and allowed OAuth institutional domain restrictions.

OpenRouter API Key:

NVIDIA NIM API Key:

OAuth Allowed Email Allowlist (Comma separated):