Comment on reports like they’re Google Docs.

Paste the HTML, upload a file, or publish it from CI or your AI agent. You get a permanent link that renders it exactly as built, and new versions land on the same URL. Your team comments on the exact chart, cell, or line, and you see who’s opened it.

Free forever · No credit card · Live in 30 seconds

$curl -fsSL https://commareports.com/install.sh | bash

Claude Code plugin + MCP server: your agent publishes the report and reads the comments back. Cursor, VS Code & others

Executive Summary

Quarterly Performance

Q4 2025

ARR grew 18.6% over Q3, driven by strong mid‑market growth and improved retention.

Comment pin1
Publish from your agent, or paste what your tools export
Claude CodeMCPCursorMCPVS CodeMCPCodexMCPJupyterHTML exportQuartoHTML exportPlotlyHTML exportObservableHTML exportdbt docsHTML exportPlaywrightHTML export
How it works

Three steps. Zero setup.

1

Bring your HTML in

Paste it, upload a file, or let your AI agent publish it for you. Comma renders it untouched — no rebuild, no broken charts.

2

Comment in context

Select any paragraph, chart, or table cell and pin a thread. Highlights stay anchored across revisions.

3

Share like a doc

Invite editors, commenters, and viewers, or hand out a link. Resolve threads when the work lands.

The product

The report stays intact. The feedback gets precise.

CommaRevenue Operations · Q4 2025 Business Review
MPAKNCShare
Executive Summary

Q4 2025 Business Review

Q4 closed 18% above plan, driven by net-new logos in the mid-market segment and improved gross retention.

Segment
Q4 2025
Q3 2025
Growth
Self-Serve
$352
$310
+13.5%
Mid-Market
$701
$540
+29.8%
Enterprise
$948
$880
+7.7%
Total
$2,001
$1,730
+15.7%
CommaTable: Revenue by segment · Row 1, Col 4
Use cases

Built for the people who actually ship the report.

Finance & FP&A

Close books faster with clear context around numbers, changes, and assumptions.

Explore use case

Marketing & Growth

Review campaign performance without screenshot threads or lost Slack feedback.

Explore use case

Product & Ops

Align around launch readouts, weekly metrics, and operational reviews.

Explore use case

Agencies

Share client-ready reports and collect feedback in one place.

Explore use case
Routines + MCPBeta

Reports that refresh themselves.

Schedule routine reports, auto-assign reviewers, and connect Comma to your tools and agents.

Schedule a routine
Your data
Connect once
Comma
Comma
Process & context
Teams & tools
Share anywhere
Scheduled routines

Run reports on a cadence and post fresh revisions.

MCP and API

Let agents publish reports and respond to feedback.

Scoped tokens

Use revocable tokens for controlled access.

one line · remote MCP
$ claude mcp add --transport http comma
  https://commareports.com/api/mcp

Needs a free account — mint a token in Settings → API tokens. Full walkthrough in the Claude Code setup guide.

Faithful & safe

Faithful rendering, safe by default.

HTML stays intact

Reports render as HTML, not screenshots. Charts, tables, and scripts come through faithfully.

Sandboxed by default

Uploaded HTML runs isolated from account access in a sandboxed iframe.

Context stays anchored

Comments remain tied to the paragraph, chart, or table cell being discussed.

See it move

From upload to comment to share.

One continuous take. Real product, no mockups: drop in an HTML report, mark a line, drop a comment, watch a teammate reply live, then hand out a link.

Prefer hands-on? Try the live demo
Pricing

Comma is free.

Start here

Free

Publish, share, and collaborate — free.

Best for: Anyone publishing, collaborating, or automating reports.

$0

Free forever, no credit card

  • Unlimited reports
  • Unlimited commenters per report
  • Anchored comments and highlights
  • Public and password-protected share links
  • Revision history on every report
  • On-demand publishing from Claude and other agents (API + MCP)
  • Unlimited API tokens, 60 requests/min each
  • Community support
Start free

Enterprise

For teams that need structure and control.

Best for: Teams, regulated industries, on-prem, procurement-led orgs.

Let’s talk

Custom, built around your team

  • Everything in Free, plus:
  • Teams and folders for workspace structure
  • Custom domain (e.g. reports.yourco.com)
  • No “Published on Comma” mark on shared reports
  • SSO / SAML (Okta, Google Workspace, others)
  • Audit log and DPA
  • On-prem / self-hosted deployment
  • Dedicated support and SLA
Contact sales

Stop screenshotting reports into Slack.

Paste an HTML report and start reviewing in context.

30 seconds · No credit card