Essence Scholar

Precision research orchestration. Autonomous agent pipelines that synchronize with your academic context. Built for the modern scholar.

How it works

From profile to output, in four steps

01

It learns who you are as a researcher

Your field, methods, target journals, preferred datasets, and research interests become a persistent profile. Every analysis is filtered through it — so you get economist-grade insights, not generic summaries.

  • Personalized research profile
  • Target journals & FT50 awareness
  • Grows with every paper you read
  • Relevant gaps, not just summaries

Your researcher profile

Field

Labor Economics

Methods

DiD, IV, RDD

Journals

AER, JPE, QJE

Datasets

PSID, ACS, NLSY

Every output is filtered through this profile

02

Choose your input — any format

Feed a single paper, an entire research notebook, or a conference agenda into the same system. PDF, SSRN link, or browser capture — it handles all of it.

  • Single PDF or SSRN link
  • Multi-paper research notebooks
  • Conference agendas
  • Browser extension capture (coming soon)

Choose your input

Paper
Notebook
Conference

PDF, SSRN, local file — or entire collections

03

Chain any agents, no code required

Stack retrieval, synthesis, search, referee, gap-detector agents in any order. Run them in parallel or sequentially. Choose from built-in templates or build your own from scratch.

  • Visual no-code workflow builder
  • Sequential or parallel execution
  • Dozens of built-in agent templates
  • Custom prompts & logic per agent

Your agent pipeline

Paper
Notebook
Conference
RAG
Analyze
Search
Synthesize
Referee

Drag, stack, and configure agents — no code

04

Outputs — plus your AI gets the context

Get a written report or audio deep dive directly in the app. And with one click, expose your entire workflow as an MCP tool — your research context is now available in Claude, Cursor, VS Code, or any MCP client.

  • Canvas reports & knowledge maps
  • AI-generated audio deep dives
  • MCP export: one-click
  • Your context in Claude, Cursor & more

Full pipeline + MCP export

Paper
Notebook
Conference
RAG
Analyze
Search
Report
Audio
MCP
Claude
Cursor
VS Code
Windsurf

Your research context, usable in any AI tool

Capabilities

Everything your research workflow needs

Agent Studio

Build your own pipeline, no code

A drag-and-drop canvas where you stack specialized agents in any order. RAG retrieval, LLM analysis, web search, synthesis, referee reviews — choose any combination and wire them together.

  • Dozens of built-in agent types
  • Run in parallel or sequentially
  • Custom prompts with your profile injected
  • Fork and remix community templates

Your agent pipeline

RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate
RAG Retrieval
LLM Analyze
Web Search
Synthesize
Referee
Gap Detect
Bibliography
Translate

drag · drop · connect

Deep Research

Literature synthesis in minutes

Ask a research question. The agent searches academic databases, reads dozens of papers filtered by your profile, detects research gaps, and assembles a publication-quality synthesis — automatically.

  • arXiv, EconPapers, Semantic Scholar
  • FT50-aware relevance ranking
  • Gap detection tailored to your interests
  • Exportable report with full citations
1
Your Question
2
47 Papers Found
3
Gaps Detected
4
Synthesis Ready

Publication-quality synthesis · 3 min

Personalized Lens

Every paper, read through your lens

Your field, methods, target journals, and research interests are stored as a persistent profile. The same paper reads differently for a labor economist than for an IO scholar — because the analysis is personalized to you.

  • Field, methods, and journal preferences
  • Grows richer with every paper you read
  • Drives every analysis in the system
  • Also available as MCP context for your AI

Any paper

Your lens

identification strategy
diff-in-diff
labor markets
Same paper · Different insight · Your field
Audio Deep Dives

Absorb research on the go

Generate narrative audio deep dives on any paper or research topic. Perfect for absorbing complex literature on a commute or building intuition before diving into the math.

  • Podcast-style narration, not text-to-speech
  • Works on any paper in your library
  • Listen on any device
  • Auto-generated from your workflows

AI-generated deep dive

Labor markets · 2401.12345 · 18 min

Conference Optimizer

Know what to attend before you arrive

Upload a conference agenda and AI agents rank every session by relevance to your research profile, surface networking targets, and flag emerging trends — before you even pack your bag.

  • Session scoring against your interests
  • Networking target suggestions
  • Trend detection across the agenda
  • Export a personalized schedule

Ranked by relevance to your profile

9:00Minimum Wage & Employment98
11:30DiD Robustness Tests94
14:00SUTVA Violations87
15:30Returns to Education72
Smart Newsletters

The new literature that matters,
curated for you every week

Stop skimming journal alerts. Set your topic and eJournals once — an AI scans SSRN on your schedule, ranks each new paper by relevance and author prestige, and drops the best ones straight into a research notebook. Delivered to your inbox.

Set it once

Pick a topic and the SSRN eJournals you follow — or let it suggest both from your library.

AI curates

Every issue is reranked by relevance to your topic and the prestige of the authors’ affiliations. The noise is filtered out.

Land in a notebook

The best new papers are downloaded into a fresh research notebook — ready for chat, reports, and podcasts.

Empirical Accounting & AI — weeklyto: you@university.edu
AI & disclosureAccounting — ARNAI — CompSciCorp. Gov.
Scanning 3 eJournals — 92 new papers…

Generative AI and Financial Reporting Quality

Chicago Booth

LLM-Structured R&D Disclosures in 10-K Filings

LBS

Detecting Accounting Fraud from Email Data

Wharton

Explainable AI in Auditing: A Framework

MIT Sloan

A Blockchain Note on Crypto Bookkeeping

Unlisted

SEO Tricks for Accounting Blogs

n/a

Never miss the paper that matters

Set up your first smart newsletter in under a minute — the first issue arrives right away.

Get started free
Chrome Extension

Browse the web,
build your library

The Essence Scholar extension watches as you browse. The moment it spots an academic PDF or paper page, it offers a single button to pull it into your library — ready for AI analysis, search, and citation.

  • Detects PDFs on any site — arXiv, SSRN, publishers, local files
  • One click sends the paper straight to your library
  • Works on research landing pages, not just direct PDF links
  • Background OCR & AI analysis — popup closes instantly
  • Manifest V3, no auto-upload, your data stays yours
arxiv.org/pdf/2401.12345
Essence Scholar

Academic PDF Detected

2401.12345.pdf

essencescholar.com
MCP Integration

Your research context,
usable in any AI tool

Every workflow you build is automatically exposed as an MCP server. Point Claude Code — or any MCP client — at your papers, your profile, and your custom agents, and just ask.

claude code · essence-scholar
Claude
Codex
Antigravity
Cursor
VS Code
Windsurf
+ any MCP client

One-click MCP setup

Configure once in your MCP client. Every new workflow is automatically available.

Get started free

Pricing

Usage-based, no surprises

All plans unlock every feature. Credits scale with how much you run.

Chat & Analysis·1 credit
Agent Workflows·5 credits
Deep Research·25 credits

Welcome

Free

Start exploring with no commitment.

500credits
Get started

Starter

$19.99/mo

For regular literature review workflows.

5,000credits
Coming soon

Professional

$69.99/mo

For high-volume research and deep synthesis.

25,000credits
Coming soon

Institutional license? Contact us

Team

Built by researchers, for researchers

Dr. Sasan Mansouri

Dr. Sasan Mansouri

Lead Developer & Researcher

Academic researcher and developer. Specialises in NLP, machine learning, and AI-powered research tooling.

Kourosh Mansouri

Kourosh Mansouri

Co-Founder & Developer

Developer focused on scalable software architecture and intuitive user experience.

Get in touch

Feedback, collaboration, or institutional licensing.

Get started today

Your research context,
ready when you are

500 credits included. No credit card required. Full access to every feature — including MCP integration.