Threads Analytics
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Mac app
The Mac app is out

Free Threads analytics that shows what makes a post work.

Free, open-source Threads analytics. Your own post history shows the best time to post, which formats and lengths work, and how your followers grow.

Download for Mac
docker pull ghcr.io/ridemountainpig/threads-analytics:latest

Deploying with a coding agent? Pick a platform

localhost:3000/analytics
Self-hosted
Threads analytics charts
31
interface languages
3
ways to run it: Mac or server
2
your infrastructure
100%

How it works

From token to insight in three steps.

Get a token, choose where it runs, and your post history turns into analysis on the first sync.

  1. 01

    Get a Threads access token

    Create one in Meta’s developer dashboard. The token guide walks you through all 18 steps.

    Token guide
    THREADS_ACCESS_TOKEN=THAA••••••••Renews on its own
  2. 02

    Run it your way

    Download the Mac app, or deploy to Railway, Vercel, or a server of your own.

    4 ways to run it
  3. 03

    Read your own signals

    Sync runs on its own. Your best posting window, formats, and follower growth are worked out for you.

    Best window · Tue 20:00–22:00248 posts synced

Live analysis

Ask a better question. See the pattern move.

Switch the post format and time range. The sample post, reach curve, and recommendation update together—just like exploring your own account.

Post format
Time range
YA
your_accountText post · 2h

Time range · 30 daysLooking back at my recent posts, the quietest writing habit was driving the most replies.

Personal insight
replies 29reposts 35shares 156
Median views2,840 21.8%
Engagement rate6.8% 1.1 pt
Share rate2.4% 0.5 pt
Reach by publishing timeMedian views, normalized to your baseline
Illustrative demo data
Your baseline
Recommended next move

Publish a concise personal insight between 20:00 and 22:00. The pattern is consistent enough to test for another month.

From data to decisions

More than a dashboard full of totals.

Every view is designed to answer a publishing decision, not just report another number.

01TIMING

Find your real posting window

Compare hours and weekdays using medians, sample size, and confidence—not one lucky viral post.

02FORMAT × LENGTH

See what shape your best ideas take

Cross content format with post length to reveal combinations that consistently outperform your baseline.

03QUALITY MAP

Separate reach from resonance

Map every post by views and engagement rate to spot high-reach hits and quiet conversation starters.

04CONTENT SIGNALS

Learn from words, gaps, and cadence

Explore keywords, publishing gaps, consistency, streaks, and weekly frequency without exporting a spreadsheet.

05MULTI-ACCOUNT

Keep every account in one place

Switch profiles, sync automatically, and preserve each account’s own benchmark and posting behavior.

06SELF-HOSTED

Your data stays on your stack

Deploy with PostgreSQL on Railway, Vercel, Docker, or your own server. Tokens are encrypted at rest.

See all 31 analyses

Built in

Ask your data. Run your giveaway.

Two tools that come with Threads Analytics, with no extra service to sign up for.

TRY ASKING

Your agent decides which tools to call — overview first, then posts, analytics, or follower history as needed.

Built-in MCP server

Ask your own data, in plain language.

Every deployment ships a read-only MCP server. Connect Claude, Codex, or Cursor over OAuth — no API keys — and your agent reads posts, analytics, and follower history to answer with reports and next moves.

  • Claude Code
  • Claude
  • Codex
  • Cursor
  • + any MCP client
Explore the MCP serverRead-only · OAuth 2.1 · Revoke anytime
DRAW RESULTSFAIR DRAW
Shuffling entries…

3 winners from 248 eligible entries

Giveaway, built in

Draw winners without leaving your dashboard.

Pick the post, apply the rules you announced — keyword, tagged friends, deadline, one entry per account — and draw right inside your own dashboard. No signing into your Threads account on someone else's site, and no paying for a giveaway tool.

See how a draw worksStackable conditions · No third-party login · No extra fees

Why it exists

Built because the answers were missing.

Most analytics tools stop at totals. Threads Analytics started with a more useful question: what kind of post works for me, and when should I publish it?

ORIGIN POST · 2026
yencheng_08022026-07-20

I tried a few Threads analytics tools, but the analysis I wanted still wasn’t there—so I built it.

Most analytics tools stop at totals. Threads Analytics started with a more useful question: what kind of post works for me, and when should I publish it?

Threads Analytics
Synced
ANALYTICS / 30DPerformance
28.4%
Total views68,164
Posts tracked749
Followers2,953
Engagement6.8%
VIEWS / POST01 — 30
29 35 156

Get started

Run Threads Analytics on your Mac, or host it yourself.

The Mac app needs no server, database, or password. Want the dashboard online for every device? Use a one-click template or run the container yourself.

NO SERVERMac app

Download the app, paste your Threads access token, and the full dashboard runs on your Mac. Your data stays in a local database: no hosting bill, no PostgreSQL, no password.

Download for MacmacOS 11+ · Apple silicon
ONE-CLICKDeploy on Railway

App, PostgreSQL, and required environment variables in one guided flow.

Open Railway templateDeploy with your agent
AGENT DEPLOYDeploy on Vercel

Your coding agent drives Vercel MCP end to end: project, Neon Postgres, sensitive variables, and a verified production deploy.

Deploy with your agent
BRING YOUR OWN SERVERDocker / VPS

Start the app and its PostgreSQL together with Docker Compose, or run the multi-architecture image anywhere with a database you already have.

docker pull ghcr.io/ridemountainpig/threads-analytics:latest
Self-host guide

Before you start

Is Threads Analytics right for you?

A free, open-source Threads analytics dashboard for creators who want to keep their own history, on their Mac or on a server they run.

Is it free?

Yes. The software is free and open source, and the Mac app costs nothing to run. If you host the web version instead, you pay your hosting and database provider, depending on their plan and your usage.

What do I need?

A Threads access token. The Mac app needs nothing else; the web version also needs somewhere to host it and a PostgreSQL database, and the deployment guides walk you through setup. Either way the app renews the token on its own as long as it keeps syncing. On a server, updates and backups are up to you.

Which accounts can I analyze?

The accounts you authorize with your own access token. Everything comes from the official Threads API, so it can’t see anyone else’s private analytics.

Can it pull in older data?

For posts, yes: older posts and their current metrics sync in. Follower counts are different. Daily history starts from your first sync and can’t be filled in for earlier days.

Where is my data stored?

With the Mac app, in a local database on your Mac. With the web version, in the hosting and database services you choose. If you connect an AI assistant through MCP, it can read whatever the tools you allow return.

Who is it for?

Creators who want to dig into their own numbers. The Mac app takes a few minutes to set up; the web version suits anyone who doesn’t mind running a small self-hosted app. If you just want a quick look without any setup, the Insights built into Threads is enough.

Your next better post is already in your history.

Self-host Threads Analytics and turn old posts into your next publishing decision.

Deploy the dashboardStar on GitHub