Connect Polar MCP to your AI Agents
Ask your Polar revenue, subscriptions, and usage data anything — in plain English.
Everything you can ask your agent about your Polar data.
Ask in plain English — Sequel translates it into a Polar query, runs it, and your agent hands back the answer. No SQL, no dashboards, no CSV exports.
- What's our MRR trend over the last six months?
- Which cancellation reason drove the most churn last quarter?
- How much revenue did we make in March, net of refunds?
- Which subscriptions are past due right now?
- What's our checkout conversion rate by product?
Install
Install Polar MCP in your agent
Pick your app and Sequel installs itself: a one-click link where the client supports it, that client’s own few steps where it doesn’t. Every route signs in with your Sequel account over OAuth, so there is no API key to copy and nothing to keep in sync.
Claude, ChatGPT, Cursor, VS Code, Claude Code, Codex, Grok, Muse, dots and any other MCP app
Already have an MCP client?
https://api.sequel.sh/mcp
Add it as a remote (streamable HTTP) server and sign in when prompted. Skills come with it; nothing else to install. Manual setup per client
Choose your app
Claude
One click, opens in the app
Cursor
One click, opens in the app
VS Code
One click, opens in the app
ChatGPT
Turn on developer mode, then add Sequel. About two minutes.
Claude Code
Run one command, then sign in with /mcp.
Codex
Run one command, then sign in.
Gemini CLI
Run one command, then sign in with /mcp auth.
Grok
Add Sequel as a connector and sign in.
Grok Bot
Paste this to the bot. It registers Sequel and asks you to sign in.
Muse
Muse writes its own connector. One message is the whole setup.
dots
Add Sequel in ChatGPT; your dot picks it up with no extra step.
OpenCode
Add Sequel as a remote server from the OpenCode CLI.
Other MCP app
Any client that speaks remote MCP can connect with this URL.
AI agents
Connect Polar MCP to your favorite AI agent
Claude
Use Claude to query your databases, explore schemas, and build analyses — all from one conversation.
Cursor
Query your databases and explore schemas without leaving your code editor.
ChatGPT
Connect ChatGPT to your databases and get data-backed answers in every conversation.
VS Code
Get database access inside VS Code Copilot without leaving your editor.
Windsurf
Give Windsurf's Cascade AI access to your databases — query data without leaving your editor.
Zed
Connect Zed's AI assistant to your databases for real-time data access while you code.
Gemini
Connect Google Gemini to your databases for grounded, data-backed answers.
Claude Code
Query your databases directly from the Claude Code CLI — without leaving your terminal.
Codex
Give OpenAI Codex CLI real-time database access for data-grounded coding sessions.
OpenClaw
Turn your self-hosted OpenClaw agent into a data analyst that queries every source you've connected.
Hermes
Give Nous Research's Hermes agent read access to every database and marketing tool you've connected.
Grok Bot
Tell your Grok bot to add Sequel and it can query every database and marketing tool you've connected.
Muse
Give Meta's Muse one message and it builds its own connector to every source you've put in Sequel.
dots
Add Sequel once in ChatGPT and your dot can answer data questions on its own, day and night.
Skills
Playbooks that run on Polar
Step-by-step procedures your agent follows on your Polar data, instead of improvising a query. Browse all skills
Dispute and refund risk monitor
Track chargeback and dispute activity and refund rate against the Visa VAMP and Mastercard ECM thresholds that get a payment account fined or shut off, and find which products, plans or cohorts generate them. Covers dispute rate versus dispute activity, per-network denominators and dispute-fighting economics.
Failed payment and involuntary churn audit
Separate customers who chose to leave from cards that simply declined: failed payments, declined renewals and involuntary churn, and where in the dunning and retry sequence the recovery is being lost. Covers involuntary churn share, first-attempt failure rate, payment recovery rate, decline codes and which accounts are sitting in dunning right now.
Pipeline coverage and quota gap check
Check whether open pipeline is enough to hit the quota or revenue target this quarter: pipeline coverage ratio, weighted pipeline, quota gap, and how many deals still need creating, derived from your own win rate rather than a 3x rule of thumb.
Price change and legacy pricing impact
We raised prices, so what actually happened? Measures the effect of a price increase or new pricing page on cancellations, plan mix, conversion and revenue per account, using the never-migrated legacy cohort as a control, and sizes the revenue still sitting on old grandfathered prices and what those accounts would be worth at current list price.
Subscription revenue health
Track MRR movement, churn, subscriptions that failed to renew, failed payments and refunds to separate genuine growth from collection problems.
Trial and free to paid conversion audit
Measure trial to paid and free to paid conversion properly by cohorting on trial start date, then split genuine non-conversion from trials that wanted to pay but whose first charge failed. Covers trial conversion rate, time to convert, trial length comparison and trial abuse screening.
Analyze Polar data alongside…
PostgreSQL
Query your PostgreSQL database in plain English. No SQL required.
MySQL
Instant insights from your MySQL database. Ask in plain English.
ClickHouse
Real-time analytics on ClickHouse at any scale, in plain English.
BigQuery
Query petabytes of BigQuery data in plain English.
Google Sheets
Query, write, and manage Google Sheets with AI.
Google Analytics 4
Ask your GA4 data anything. No SQL, no dashboards.
Google Search Console
Unlock your SEO data with natural language. No exports, no pivot tables.
MCP Server
Connect any MCP-compatible server and query it with AI in seconds.
Stripe
Ask your Stripe data anything. MRR, churn, refunds — answered in plain English.
Dodo Payments
Ask questions about payments, subscriptions, refunds and payouts in plain English.
PostHog
Ask your PostHog product data anything — with HogQL under the hood.
Mixpanel
Conversational analytics on your Mixpanel events, funnels, and retention.
Amplitude
Query your Amplitude taxonomy, funnels, and dashboards in plain English.
HubSpot
Your AI analyst for HubSpot contacts, deals, tickets, and pipelines.
Ahrefs
Ask your Ahrefs SEO data anything: backlinks, keywords, and traffic.
Apollo.io
Ask your Apollo.io prospects, contacts, and accounts anything, in plain English.
Cloudflare D1
Ask your Cloudflare D1 database questions in plain English.
Instagram organic analytics — post engagement, reach, and audience insights in plain English.
Frequently asked questions
How do I connect Polar to Sequel?
In Polar, go to Organization Settings → Developers → New Token and create an Organization Access Token with read-only scopes (metrics:read, orders:read, subscriptions:read, customers:read, products:read, payments:read, refunds:read, disputes:read, discounts:read, checkouts:read, events:read, meters:read, customer_meters:read, organizations:read). Paste the token into Sequel's Polar connector and click Test. Leave the environment field blank for production, or enter 'sandbox' to connect a Polar sandbox organization.
Can Sequel change anything in my Polar account?
No. The connector exposes read-only tools only — it cannot create, refund, cancel, or modify any order, subscription, customer, product, or discount. Granting only the :read scopes on your token enforces that at Polar's end too.
Does Sequel recalculate my revenue metrics?
No, and that's the point. Polar computes MRR, ARR, churn, LTV and 50-odd other metrics itself, and Sequel reads those figures directly. You get the same numbers as the Polar dashboard, already net of refunds and proration, rather than an approximation reconstructed from a list of orders.
Can I ask about payouts or my Polar balance?
Not currently. Polar's public API has no payouts or balance endpoints, so those figures aren't reachable by any integration, including Sequel. Revenue questions work fine — just note that revenue is not the same as what lands in your bank account, since it's before Polar's fees and payout timing.
Does Sequel store my Polar data?
No. Query results are returned to your session and discarded; only your access token is stored, encrypted at rest with AES-256-GCM. You can revoke the token in Polar at any time.
Start analyzing your Polar data today
Connect in minutes — then ask across all your data, not just one source.