Bucket MCP - Feature flagging from your AI tools
Meow Product Hunt!
At Bucket, we're on a mission to make feature flags as frictionless as possible.
Last month, we launched Bucket CLI to create feature flags from the command line and help maintain type safety. We also started experimenting with a GitHub app to automatically clean up stale flags — request early access here
Today, we're introducing the Bucket MCP server to enable your favorite AI code editor, like @Cursor @Augment Code and @Windsurf to interact with @Bucket:
add feature flags
manage company data
control feature access
For example, if you're building a "Download CSV" feature and want to flag it, simply ask the MCP server to do it for you:
flag the download button with bucket
Join the launch on Twitter/X and LinkedIn — Happy prompting!
Bucket DX - 24 hours on Product Hunt
Hello, world!
We launched Bucket DX on Product Hunt last Tuesday. We ranked #7 Product of the Day and are currently #3 Developer Tool of the Week.
Here's a recap of how it went, hour by hour.
For context:
This launch was Bucket's fourth launch on Product Hunt
It was part of Bucket's first-ever launch week
# 12:01:AM:PST — going live
Step 1: getting featured. Done!
For the first 4 hours of the day, @Product Hunt hides upvotes and sorts the homepage randomly. This should give products "a more distributed chance at exposure early."
# 02:16:AM:PST — new milestone: 100 upvotes
Product Hunt is a great place for developer tools to launch.
It helps raise awareness, get feedback, and collect testimonials — the type of materials you can reuse later on for your marketing purposes.
Take this comment from @dima_grossman, CTO and Co-founder of @Novu, for example.
The DX is just out of this world. If you're not using Bucket in your project, you are missing out. — Dima Grossman, CTO of Novu
# 04:01:AM:PST — we're currently #7!
We're currently #7 Product of the Day, with 124 upvotes and 25 comments.
# 05:42:AM:PST — new milestone: 148 upvotes
We just surpassed Releases that we launched in February 2024. We're still #7 Product of the Day.
# 10:07:AM:PST — new milestone: 200 upvotes
We're currently #7 Product of the Day and just reached 200 upvotes. 31 more upvotes to go and surpass Flags that we launched in November 2024.
# 08:56:PM:PST — new milestone: 231 upvotes
We just surpassed Flags that we launched in November 2024. We're still #7 Product of the Day.
@amanintech, CTO and Co-founder of @Lamatic.ai, left this comment:
Feature flagging is challenging and Bucket makes it incredibly developer-friendly. — Aman Sharma, CTO of Lamatic.ai
# 11:59:PM:PST — wrapping up
That's a wrap!
Results:
242 points
42 comments
#7 Product of the Day — featured in Product Hunt's newsletters 😻
S/O to the @Novu and @Tinybird teams who ranked in the Top 10, respectively #4 and #10 👏👏
# Final thoughts
Launching keeps reminding the market that your company exists and you’re making progress. — Karri Saarinen, CEO of Linear in Linear Method
This launch was Bucket's fourth launch on Product Hunt and is part of Bucket's first-ever launch week — a week of announcing new features.
Launching on Product Hunt as a developer tool definitely works. It pays off in the long term. We keep launching.
Oh and we're currently #3 Developer Tool of the Week! Join the launch here.
Bucket 2025-03 Update - CLI, Toolbar, GitHub app & Launch Week
Meow there! Last week was launch week at Bucket, wrapping up a month of shipping features to make feature flagging a fast, joyful experience for SaaS developers.
Here's a recap of what we recently shipped.
# What Bucket shipped in March 2025
CLI & Type Safety
Toolbar
Event log
GitHub app
Revamped docs
## CLI & Type Safety
Create new features from the command line and maintain type safety while building. When creating a new feature, the CLI updates your local types to make sure they match types defined in Bucket.
Get started now — copy/paste this in your terminal:
npm i @bucketco/cli
## Toolbar
We introduced the Toolbar to help you toggle features on and off when building locally.
## Event log
See all event data sent to Bucket, filter them by type, and get detailed context for quick debugging.
## GitHub app
We now integrate with GitHub to automatically clean up your feature flags after roll out. This feature is currently in preview — request early access here
## Revamped docs
The docs needed a refresh. We introduced a new layout, comprehensive step-by-step guides, and a public repository.
## There's more: Event listeners & Add in bulk
Event listeners: We've made it possible to integrate Bucket with other platforms like Amplitude and Datadog through event listeners in Bucket SDKs
Add in bulk: For Pro customers, we enabled bulk actions. You can select multiple customers and give them access to features in bulk
# Wrapping up
That's a wrap!
What should we build next? Let us know! Ping @bucketdotco on X and follow us for the latest product updates.
We're crafting the feature flagging tool or SaaS companies.
Happy shipping!
AMA w/ Rasmus Makwarth (Bucket) - what it's like to get acquired and why start a new DevTool company
Hey Product Hunt!
@roncohen and I are building @Bucket to enable developers in SaaS to ship the right features, faster.
Before that, we co-founded @Opbeat , got acquired by @ElasticSearch , ran the 100+ Observability team, quit, co-founded another devtool company, raised VC funding again, hired a wonderful team (remote).
Above all, we love crafting world-class developer tools.
If you have any questions related to dev tools, product craftsmanship, next-gen feature flags, trunk-based development, developer experience, starting a company, remote work, raising VC funds, getting acquired, being based in Europe (Copenhagen), and of course... Bucket — please do ask!
I'll answer them by launch day on March 18th!
Bucket DX Launch Week - March 17-21
Happy Thursday, Product Hunt!
Next week is Bucket's first-ever launch week.
A launch week is a week of announcements. We're introducing a series of new features making feature flagging a fast, joyful experience for SaaS developers.
We'll be live on Tuesday, March 18, on Product Hunt for a Battle Royale with @Novu and @Tinybird. The most upvoted product wins. Get notified here and follow us on Twitter/X and Bluesky for the latest updates.
Oh and if you have any questions on getting acquired, running a 100+ engineering team, quitting your job, starting a dev-first company, raising VC funds, hiring a remote-first team... Ask @makwarth anything here!
See you next week
Bucket 2025-02 Update - Event log, Secret features, Beta Remote Config & Product Hunt
Meow there! The team has been hard at work this month to help you build better products with feature flags.
Here's a recap of what we recently shipped at Bucket. Note: We'll be live here on March 18 — Get notified
# What Bucket shipped in February 2025
Improved Event log
Secret features
Custom feature key naming convention
Custom avatar support
Beta Remote Config
## Improved Event log
We've revamped the debugger: introducing the Event log.
You can now see event data sent to Bucket – evaluate, check, user, company, and track – and slice it with filters. This makes it easier to get started and debug data issues.
## Secret features
We've made it possible to mark features as "secret" on Bucket.
This means you can use a feature on your backend and ensure that the feature key is never revealed to any users.
## Custom feature key naming convention
You can now define your feature key naming convention when creating a new feature.
SNAKE_UPPER_CASE, camelCase, kebab-lower-case (default), or else... You decide.
## Custom avatar support
Quality-of-life improvement: We now display company logos and user avatars in the UI.
## Beta Remote Config
Last but not least, we’ve shipped a beta release, introducing remote feature configuration to Bucket — a dynamic and flexible approach to configuring feature behaviour outside of your app without redeployments.
# One more thing
That's almost it for this month. There's one more thing.
We'll run our first-ever launch week on March 17-21. Follow us @bucketdotco on X for the latest updates. We'll be live here on March 18 — Get notified
We're crafting the feature management tool purpose-built for B2B SaaS companies.
Happy shipping!
Trunk-Based Development vs GitFlow - What's your dev workflow?
In software engineering, trunk-based development (TBD) is a strategy to manage git workflows that favours merging commits into the `main` branch even before the feature is fully complete, instead of the git flow that favours working on long-lived branches until features are 100% complete. TBD or GitFlow: What's your current developer workflow?
Bucket 2025-01 Update - OpenFeature Tracking API Support & Company Toggles
At Bucket, we're on a mission to help you build better products with feature flags. Last year, we shipped 38 product updates, and we're kicking 2025 off to a great start. # What Bucket shipped in January 2025 Below is a recap of what we shipped this month:
OpenFeature Tracking API support for Bucket SDKs
Toggle feature access per company
Improved Feature tabs
## Bucket SDKs now support the OpenFeature Tracking API We shipped an updated version of Bucket SDKs to support the latest OpenFeature Tracking API:
OpenFeature Support: We've updated Bucket Node.js SDK and Browser SDK to support the new Tracking API.
Enhanced Developer Experience: You can now use the adoption metrics and automated feedback surveys through OpenFeature.
## Toggle feature access per company We also released a new feature in the Bucket UI to enable you to toggle features to individual companies.
Quick access: Go to the Company page to enable a new feature.
Purpose-built for beta releases: You can toggle a button to enroll companies into the early stages of a new feature.
## Improving the Feature tabs Last but not least, we simplified the dashboard UI by using more explicit terminology and use case-specific code examples.
Clearer terminology: We've renamed the Targeting tab to Access and split Analyze into Adoption and Feedback for clarity.
Use case-specific code examples: We've added specific, context-related instructions and code examples to each new tab.
# Wrapping up That's a wrap! Over to you, what should we build/improve/fix in 2025? Let us know! Ping @bucketdotco on X and follow us for the latest product releases. We're crafting the feature flagging tool purpose-built for SaaS companies. Happy shipping!
Best feature management tool for B2B SaaS?
What tool like @LaunchDarkly or @Bucket do you use for feature flagging/rollout?
Feature management (also known as feature flag management) is a modern software development process involving the progressive delivery of feature releases to specific user groups through features and feature flags (sometimes called feature toggles). — source