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Turn your repository into a publication grade report 10x faster.

Your agent drafts grounded chapters from your code and compiles DOCX and PDF in minutes.

Connect MCP See how it works

Agent chat in Cursor or Claude Code → compiled report.docx

scan_codebase, 14 routes, 6 collections..
generate_diagrams, Mermaid ERD and DFD..
lint_cadence, Var 48.2, cv 0.61..

4 System architecture DOCX + PDF ready

Figure 4.15: schema from Prisma and Firestore rules↳ dist/figures/erd.mmd✓
Table 4.1: data dictionary with keys and nullability↳ db/users, submissions · 6 cols✓
Listing 4.3: session handler with file and lines↳ src/auth/session.ts:42-88✓

Every claim cites a file path, line range, collection, or column from project_manifest.json.

What can your agent do?

Five moves carry a dissertation from repository to report. Full reference is in docs.

Scan Codebase

Index stack, schemas, routes, and git history into one manifest.

Plan & Generate Diagrams

Use case, DFD, ERD, and flowcharts from the manifest.

Draft Chapters

Six chapters, one bounded section at a time, grounded.

Export Docs

Word DOCX and Typst PDF with contents built in.

Anti AI Detector

Variance and variation scored, banned tokens stripped.

From sign up to report.docx in three steps.

  1. Sign up free

    Start on Free. Upgrade to Pro when the full dissertation output is due. See pricing.

  2. Connect MCP in your editor

    Paste a 30-second config into Cursor, Claude Code, Codex, Antigravity, OpenCode, or Copilot. Setup guide is in docs.

  3. Collect report.docx

    Your agent scans the repo, drafts grounded chapters, passes the cadence gate, and assembles the faculty formatted Word document, plus Typst PDF on Pro.

Inside your favorite AI.

One 30-second config equips the editor you already live in. No new app to learn.

Built to pass the AI check.

Every draft is auto-checked against AI detectors before it ships.

  • Mixed sentence lengthsShort lines beside long ones.
  • No copy-paste rhythmNever three alike in a row.
  • No robotic fillerNo furthermore, moreover, delve.
  • Proof in every claimFiles, lines, real names.

Covered where it counts.

Bring your own template, guidelines, and format rules. Your agent adapts to them, so the layout your faculty expects comes out the other end.

Bring your own template

Drop in your faculty Word template. Chapters come back inside it, headings, numbering, and captions intact.

Bring your own guidelines

Paste the formatting guide. Margins, spacing, and citation style become the build spec.

Every format out

Editable Word DOCX, print-ready Typst PDF, and Markdown for archiving.

* Default page geometry is A4 with a 25.4 mm margins. Your template or guidelines override it whenever you supply them.

Frequently asked questions.

Which editors work with UniReport?

Cursor, Claude Code, Codex, Antigravity, OpenCode, and GitHub Copilot. Each one connects through a short MCP config documented in docs.

What do I get on Free versus Pro?

Free covers scanning, diagram previews, and Markdown export. Pro adds the cadence gate, all 7 diagrams, and the DOCX and PDF compilers. See pricing for the full comparison.

Will Turnitin flag the output?

Every section must pass the cadence gate first: sentence variance at or above 35.0, variation at or above 0.45, and zero banned tokens. That is measurement, not a guarantee, so always review before submitting.

What lands in report.docx?

Front matter, Chapters 1 through 6, figures and data dictionaries, UAT matrices, and APA references, formatted with the binding gutter and automated contents.

Who sees my code?

No one. The MCP server runs on your machine or your own host, and generation uses your editor subscription. See policy.

Put your repository
to work.

Start tonight. Submit with confidence.

Connect MCP