Research Markdown for humans and agents

Turn papers into reusable Markdown.

Mdtero turns a DOI, paper page, or preprint into clean Markdown you can keep using, with figures, optional translation, and filenames that still make sense later.

Most people can start in Account. The local helper is the default path, and Chrome or Edge only matters when a live paper page has to be captured in a real browser.

Research out

Evidence-preserving Markdown, figure folders, translated outputs, fallback ZIPs when needed, and workflow handoffs that your next agent step can actually use.

Research in

DOI, paper page, preprint, or local file

Agent

Create one key in Account, copy one install message, and keep the handoff inside your normal agent workflow.

Start here

Four entry points. One output format.

Start in Account for keyword discovery, API-key management, and agent handoff; use the local helper as the default acquisition path, and bring in the API or Chrome or Edge only when automation or a supported live paper page needs browser capture.

Discovery

Keyword Discovery

Start from a topic, shortlist papers with the built-in keyword search, then send the right DOI into the normal Mdtero parse flow.

Helper

Local Helper

This is the default acquisition path for DOI, URL, and local files. Keep retrieval on your own machine, then continue with a cleaner parse input.

Extension

Browser Extension

Best when a supported live paper page needs to be captured in your browser.

Agent

Agent Handoff

Create one key in Account, copy one install message, and keep the handoff inside your normal agent workflow.

Standardized Output

Easy to read, reliable to pass on

Mdtero keeps the paper structure in a Markdown format that is still readable, traceable, and usable in the next step instead of leaving you with a brittle scrape.

  • Markdown-first outputs with stable filenames
  • Inline figures and fallback bundles when needed
  • A handoff shape that stays usable for humans and agents

Agent Install

Connect Mdtero to the agent you already use

Setup lives in Account. Once you create a key, Mdtero prepares the handoff message for the agent you already use.

OpenClaw

ClawHub route

Claude Code

Editor flow

Codex

Terminal flow

Gemini CLI

CLI workflow

Use Cases

Three research jobs that already get easier with Mdtero

Finding papers, reading in translation, and drafting a review can all start from the same Markdown file.

Weekly Discovery

Build a reading shortlist you can reuse with keyword discovery

Use Mdtero's keyword discovery to filter by topic, year, venue, and open-access status, then parse only the papers you actually want to read.

Search for recent thermochemical energy storage papers, filter to open-access review articles after 2022, then send the best candidates through Mdtero and return a shortlist with one-line notes.

Translation

Translate a paper without flattening its structure

Run Mdtero's built-in translation on top of the parsed Markdown and keep the same sections, figures, and references in the target-language copy.

Parse this paper with Mdtero, run the built-in Chinese translation, and return the translated Markdown with the same section, figure, and reference anchors preserved.

Literature Review

Start a literature review from Markdown that keeps the evidence

Once papers share the same Markdown structure, your agent can compare claims, extract methods, and draft a review without wrestling with format drift.

Compare these Mdtero Markdown files, group them by method and evidence type, then draft a literature review outline with citations back to each paper.

Mdtero is building an AI-ready research workflow for real research use. Contact us at support@mdtero.com