Resource Hub

Resources and insights

Real news and infrequent announcements about what we’re up to at Scarf: products releases, tool updates, open betas, job opportunities, and more.

Introducing Scarf's New Pricing Model
Blog Mar 25, 2026

Introducing Scarf's New Pricing Model

Today we are launching a new pricing model for new Scarf accounts going forward, and we'd love your feedback. For customers already on a paid Scarf plan, your billing will not be impacted by this change.

Case Studies Mar 18, 2026

You Can’t Build an Open Source Business Blind: Stirling PDF Case Study

StirlingPDF is one of the largest PDF platforms on GitHub, with an open-source core and an enterprise offering around it. Their platform includes:

Case Studies Jan 5, 2026

Building a Predictable ICP: How Liquibase uses Scarf for GTM Operations

Liquibase is the open source standard for automating database change, with more than 100 million downloads and a community that has been growing for over a decade. Teams adopt Liquibase Community to keep database schema changes in lockstep with fast-moving application releases, then graduate to Liquibase Secure when they need governance, compliance, and control at scale.

Case Studies Nov 3, 2025

From “Flying Blind” to Full Visibility: How Wherobots Uses Scarf to Guide GTM and DevRel

Wherobots is a Series A-stage startup building the Spatial Intelligence Cloud that makes it possible to build production-ready data products with data about the physical world up to 20X faster and at a fraction of the cost of existing approaches. Founded by the creators of Apache Sedona (used by more than 20,000 organizations), Wherobots brings the performance and governance of a modern lakehouse architecture to spatial data workloads through its optimized Sedna-compatible engine and SedonaDB, a spatial-first single-machine runtime. Teams move from complex, do-it-yourself pipelines to 5–20× faster processing without having to manage infrastructure.

Blog Oct 2, 2025

Scarf Go SDK is Now Available

Scarf's Go SDK is now available on GitHub. You can now send telemetry to Scarf from your Golang code more easily than ever, with things like user opt-out being managed for you.

Blog Jul 17, 2025

Scarf's GitBook Integration Is Live!

A common request we've received from the Scarf community is that many of you are using GitBook for your docs, which does not directly support a way to embed your Scarf tracking pixel.

Blog Jun 4, 2025

Scarf AI Public Beta

We often talk about the power of open source usage data, but anyone who has worked with any analytics tools knows that data is not particularly useful on its own. Understanding what insights to care about, what is actionable, and how to solve day-to-day business problems with data can sometimes just be a lot of work -- whether that's manual analysis, building automations, or even just remembering to look at the insights regularly. We've heard the feedback on where Scarf users are spending too much of their time and where they can be made more efficient. Fortunately, most of the common problems are where precisely AI assistance shines the brightest.

Blog Apr 15, 2025

Tracking Usage of Your MCP Server with Scarf

Scarf Gateway provides a very simple redirect layer to track requests through arbitrary URL templates. Follow these instructions to track downloads and requests to your MCP Server.

Playbooks Mar 18, 2025

Sync Scarf Data with Salesforce

Keeping your Salesforce accounts in sync with Scarf’s company data gives your team a clearer picture of how organizations are engaging with your open-source project.

News Mar 18, 2025

Turn Your Open Source Adoption into Revenue with Scarf + Salesforce & Hubspot

Open source has been a taboo group–do not market to, do not sell to, do not track. Companies offering open source are pouring resources into the project, but it remains a black hole for go-to-market teams—high adoption, but no clear path to conversion. KPIs for open source teams are download numbers and activity, rarely is it ARR.

Case Studies Feb 12, 2025

How RisingWave is Driving Open Source Growth with Scarf

RisingWave, an open-source streaming database, is reshaping real-time data processing with its SQL-powered platform. With over 7,000 GitHub stars, the RisingWave open-source community continues to grow. However, as they increased adoption, they encountered a common challenge for open-source businesses: understanding and leveraging that adoption to drive enterprise revenue.

Blog Feb 11, 2025

That 2024 wrap-up Scarf-up we sent you is accurate

That 2024 wrap-up Scarf-up we sent you is accurate

Blog Jan 15, 2025

How Weaviate Leverages Open Source Usage Data to Drive RevOps

"At the end of the day, it’s all about turning open source usage into enterprise adoption—and Scarf helps us do that.” - Soham Maniar, Director of RevOps, Weaviate

Playbooks Jan 7, 2025

Track More Companies with your Scarf Account

Monthly Tracked Companies (MTCs) are the organizations actively engaging with your open source project. This includes downloads of your packages, views of your documentation, and any other type of interaction with your software. Scarf identifies and surfaces these organizations so you can better understand your audience and prioritize outreach.

Scarf Newsletter Dec 30, 2024

Scarf's 2024 Wrapped: What we built together this year

As 2024 wraps up, we’ve been reflecting on everything that wouldn’t have been possible without the Scarf community and our amazing customers. It’s been a big year for Scarf—and for the open source projects we’re proud to support.

Blog Dec 20, 2024

Scarf Summit Recap: Open Source Insights with Weaviate & Common Room

The Scarf Summit brought together open source industry leaders to explore how open source usage signals are shaping the future of commercial open source companies. We were joined by Soham Maniar, Director of RevOps at Weaviate and Kevin White, Head of Marketing at Common Room, to expand on leveraging open source usage data for sales and marketing campaigns.

Playbooks Dec 18, 2024

Track your Project’s Documentation Views

This playbook will guide you through the steps to set up and embed a Scarf Pixel on your documentation pages, README files, or any other web properties associated with your project, in this case we will focus specifically on documentation. Scarf Pixels enable you to gain visibility into who’s reading your documentation—an essential part of understanding your audience, their level of interest, and where they are in the Open Source Adoption Funnel.

Blog Dec 10, 2024

How We Use Scarf for Open Source Marketing

Open source projects generate a treasure trove of data (downloads, doc views, project usage), but most open source companies aren’t tapping into it. That interest is there, but how do you connect it to real business opportunities through marketing?