20817
mbd.xyz
@mbd #20817
Onchain feed technologies. Recommend content and transactions to your users with custom models pre-trained on Farcaster data. Incubated @a16zcrypto CSX'23 - https://www.mbd.xyz
392 Follower 19 Following
in the past few weeks we've learned a lot about what it takes to build a good social feed
excited to share more on that soon!
excited to share more on that soon!
Free API credits for frame builders.
Fetch personalized Farcaster content and Base transactions!
Build smarter frames with our recommendation APIs.
Fetch personalized Farcaster content and Base transactions!
Build smarter frames with our recommendation APIs.
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limone.eth 🍋
@limone.eth·18:42 04/03/2025
/just-frame-it applications close in 2 weeks 👀
pumped to share that @neynar, @mbd, @zapper, and @privy are sponsoring API credits for teams in the program!
we want to make sure selected teams get access to the best tools and support in the space 🫡
now, click below, and apply 👇
frame-it.builders.garden
pumped to share that @neynar, @mbd, @zapper, and @privy are sponsoring API credits for teams in the program!
we want to make sure selected teams get access to the best tools and support in the space 🫡
now, click below, and apply 👇
frame-it.builders.garden
democratizing social feed technologies since 2023 🫡
ready? might throw some small scale event out there
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Yassine Landa
@yassinelanda.eth·19:05 02/03/2025
Who is feeling the Farcon fomo already???
check out this frame and find new ppl to follow based on your interests and theirs
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Nabil Abdellaoui
@randombishop·13:38 03/03/2025
Testing an idea to facilitate onboarding with a little game (the search function is still not good but working on it)
https://avatar.datascience.art/
https://avatar.datascience.art/
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Yassine Landa
@yassinelanda.eth·19:29 01/03/2025
So what the h**k did we build?
The first Large Action Model (LAM) trained in real-time on a blockchain, starting with all actions on Base.
You can use it right now to build onchain feeds inside your app, make your agent smarter, and help creators get discovered by showing their content directly to the users who care!
And we made it super easy to use with a few lines of code. Head to the docs to play with the alpha API - it’s free access and free to use: https://docs.mbd.xyz/docs/base
The first Large Action Model (LAM) trained in real-time on a blockchain, starting with all actions on Base.
You can use it right now to build onchain feeds inside your app, make your agent smarter, and help creators get discovered by showing their content directly to the users who care!
And we made it super easy to use with a few lines of code. Head to the docs to play with the alpha API - it’s free access and free to use: https://docs.mbd.xyz/docs/base
Come hack with our onchain content and token recommendation APIssss
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Luciano
@luciano·19:03 01/03/2025
FarHack at Based House has officially begun🟣🔵
All valid submissions are eligible for Live Demos!
Best Farcaster Frame using MBD AI models and APIs & Best Base Agent using MBD AI models and APIs by @mbd
Build the best SocialFi application & Implement substantial functionality in an open DIP by /degen
Design and build an interactive visualization tool that transforms SWAN agents' diary entries into engaging visual narratives & Create an interactive Farcaster Frame that brings SWAN's AI agents into the social feed experience by
SWAN
Join the hackathon here: https://farhack.xyz/hackathons/based-house-eth-denver-2025/bounties
All valid submissions are eligible for Live Demos!
Best Farcaster Frame using MBD AI models and APIs & Best Base Agent using MBD AI models and APIs by @mbd
Build the best SocialFi application & Implement substantial functionality in an open DIP by /degen
Design and build an interactive visualization tool that transforms SWAN agents' diary entries into engaging visual narratives & Create an interactive Farcaster Frame that brings SWAN's AI agents into the social feed experience by
SWAN
Join the hackathon here: https://farhack.xyz/hackathons/based-house-eth-denver-2025/bounties
Join ussss
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Luciano
@luciano·16:17 25/02/2025
Our first Based Builder Session is today at 4pm MST🔵
First up we have @yassinelanda.eth from @mbd on Adaptive AIgos: How to build Personalized Social Experiences with AI
Then followed by a meal we have @samuellhuber.eth on Farcaster Frames: Building Frames is for Everyone
First up we have @yassinelanda.eth from @mbd on Adaptive AIgos: How to build Personalized Social Experiences with AI
Then followed by a meal we have @samuellhuber.eth on Farcaster Frames: Building Frames is for Everyone
gm, today is a good day to build feed technologies
to the next 2 years
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Yassine Landa
@yassinelanda.eth·01:20 22/02/2025
@mbd turned 2 years today 🎉🎉
I started thinking about onchain recommendations in 2018 but there was not much onchain content.
In 2021, I started looking at it seriously after the NFT hype, I knew everything would be an NFT/token one day.
In 2022, I discovered Farcaster and started seeing it growing, I knew social media would be a game changer and create an entry point for this idea.
In 2023, some great minds validated I wasn't crazy (especially around the long-term thesis of how it will play with decentralized AI)
In 2024, beta launched, trialed with +500 devs, and grew usage 100X
2025 will be fireworks! 🎉
I started thinking about onchain recommendations in 2018 but there was not much onchain content.
In 2021, I started looking at it seriously after the NFT hype, I knew everything would be an NFT/token one day.
In 2022, I discovered Farcaster and started seeing it growing, I knew social media would be a game changer and create an entry point for this idea.
In 2023, some great minds validated I wasn't crazy (especially around the long-term thesis of how it will play with decentralized AI)
In 2024, beta launched, trialed with +500 devs, and grew usage 100X
2025 will be fireworks! 🎉
make social feed technologies accessible to all builders
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louis albiverse
@albiverse·18:02 11/02/2025
below is simple feed aggregating content from a list of core $higher community members (someone said cabal?)
built using the @mbd feed builder:
1. calls the 'for you' feed API endpoint
2. fetches all casts from past 10 days
3. mbd's custom models scores casts and ranks them based on my FID's history
this can be either use as a way to create and monitor lists or as an input to another feed through the 'promotions' feature
many improvements coming in this area of the product. potential is here!
built using the @mbd feed builder:
1. calls the 'for you' feed API endpoint
2. fetches all casts from past 10 days
3. mbd's custom models scores casts and ranks them based on my FID's history
this can be either use as a way to create and monitor lists or as an input to another feed through the 'promotions' feature
many improvements coming in this area of the product. potential is here!
getting ready for agentic Farcaster
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Yassine Landa
@yassinelanda.eth·21:35 07/02/2025
What would you build? Few teams built cool RAG for agents already with our vectorDB of all casts. Follow the tuto here: https://docs.mbd.xyz/docs/content-discovery-api-for-rag-summaries-and-insights
We used a distilled roberta fine tuned on 100M tweets so that the embeddings are great for short sentences and cast search & classification.
Soon this will get 100X better with a specific fine tuned model on all FC data and take into account the content of the URLs and media of the casts!
We used a distilled roberta fine tuned on 100M tweets so that the embeddings are great for short sentences and cast search & classification.
Soon this will get 100X better with a specific fine tuned model on all FC data and take into account the content of the URLs and media of the casts!
we'll be sharing some technical updates re. API migration here soon.
keep posted!
keep posted!
wallets are at the forefront of an industry scale challenge: retention
according to @a16zcrypto's state of crypto report 2024, only 5–10% of people who bought crypto have actively participated in recent onchain activities
thankfully, social graph based recommendations can help solve that!
https://paragraph.xyz/@yassinelanda.eth/how-wallets-can-solve-cryptos-biggest-growth-problem-retention
according to @a16zcrypto's state of crypto report 2024, only 5–10% of people who bought crypto have actively participated in recent onchain activities
thankfully, social graph based recommendations can help solve that!
https://paragraph.xyz/@yassinelanda.eth/how-wallets-can-solve-cryptos-biggest-growth-problem-retention
How about adding social context to your app?
We have some interesting take to share on the intersection between wallets and web3 social
Soon tm :)
Soon tm :)
If web3 social apps are about to become the gateway for web3
We better make they surface content that is
1. high quality
2. personalized
3. safe
gm
We better make they surface content that is
1. high quality
2. personalized
3. safe
gm
Join a small group of web3 social apps with dedicated support from us to get your AI game to the next level :)
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Yassine Landa
@yassinelanda.eth·16:02 20/11/2024
We're launching 0xRec, an AI accelerator program powered by our team of machine learning personalization talents at @mbd.
This is part of a broader push for client diversity. The idea is to help small innovative teams get really good at providing the very best onchain content to their users.
If we want to retain users beyond this cycle, web3 apps will need to compete head-to-head vs. web2 powerhouses. We think that we, as a space, can do better than what exists today and give user's more agency over their experiences and feeds.
---
Some of the benefits of the program include dedicated support from us and free access (up to $100k worth of credits) to our AI models for personalization, moderation and discovery.
Learn more + register link in the article, or DM me w/ questions: https://paragraph.xyz/@yassinelanda.eth/introducing-the-0xrec-program-by-mbd
This is part of a broader push for client diversity. The idea is to help small innovative teams get really good at providing the very best onchain content to their users.
If we want to retain users beyond this cycle, web3 apps will need to compete head-to-head vs. web2 powerhouses. We think that we, as a space, can do better than what exists today and give user's more agency over their experiences and feeds.
---
Some of the benefits of the program include dedicated support from us and free access (up to $100k worth of credits) to our AI models for personalization, moderation and discovery.
Learn more + register link in the article, or DM me w/ questions: https://paragraph.xyz/@yassinelanda.eth/introducing-the-0xrec-program-by-mbd
Time for web3 to step up its game and surface only the best of what it has in store to new users
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gm founders, excited to share some ❜mbd news. We've just announced our $3M fundraising round!
One goal: support web3 app builders in creating highly engaging user experiences.
How???
➝ By providing access to the best AI models in web3 for personalization, recommendations and moderation.
Read more 👇 - want to learn more? DM @yassinelanda.eth
One goal: support web3 app builders in creating highly engaging user experiences.
How???
➝ By providing access to the best AI models in web3 for personalization, recommendations and moderation.
Read more 👇 - want to learn more? DM @yassinelanda.eth
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Yassine Landa
@yassinelanda.eth·04:42 11/11/2024
1/3 Excited to announce that @mbd has secured $3M in pre-seed funding to bring AI-powered recommender systems to Farcaster builders!
Co-led by @masknetwork, @polymorphicvc w/ participation from @a16zcrypto /CSX, @socialgraphvc, Forward Research and WAGMI.
Creating engaging clients—whether trading-focused, art & NFT-focused, or even AI agents—requires more than open access to raw data. To sustainably engage users, applications must deliver personalized, spam-free quality content to their users.
Since early 2023 at @mbd, we’ve been building advanced machine-learning recommendation systems pre-trained on Farcaster data and designed to deliver dynamic, relevant content and actions tailored to each user. All are accessible through a dead simple API.
Co-led by @masknetwork, @polymorphicvc w/ participation from @a16zcrypto /CSX, @socialgraphvc, Forward Research and WAGMI.
Creating engaging clients—whether trading-focused, art & NFT-focused, or even AI agents—requires more than open access to raw data. To sustainably engage users, applications must deliver personalized, spam-free quality content to their users.
Since early 2023 at @mbd, we’ve been building advanced machine-learning recommendation systems pre-trained on Farcaster data and designed to deliver dynamic, relevant content and actions tailored to each user. All are accessible through a dead simple API.
Hi again Bangkok, and here is for Panel 2 - happening today @ 6:45pm local time
'The Future of Onchain Social Experiences' - moderated by... @ted
🥳🥳🥳
Some of the things we’ll dive into:
➝ Creating fun and interactive onchain experiences
➝ Building and scaling onchain communities
➝ Moderation, spam and community safety
We're lucky to have incredible speakers: @julessw, Jamie Elky, @brizzzyyy 👇
'The Future of Onchain Social Experiences' - moderated by... @ted
🥳🥳🥳
Some of the things we’ll dive into:
➝ Creating fun and interactive onchain experiences
➝ Building and scaling onchain communities
➝ Moderation, spam and community safety
We're lucky to have incredible speakers: @julessw, Jamie Elky, @brizzzyyy 👇
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gm Bangkok 🇹🇭 Announcing our first panel for today (Monday) - 6pm:
The Impact of AI for Web3 Social Media - moderated by @jakub 🤝 with @suji, @azi, Kimmo speaking
Some of the things we’ll dive into:
➝ How AI applies to various web3 social products
➝ AI influencers: distinguishing signal from noise
➝ Moderating decentralized networks using AI
Excited to see you all!
The Impact of AI for Web3 Social Media - moderated by @jakub 🤝 with @suji, @azi, Kimmo speaking
Some of the things we’ll dive into:
➝ How AI applies to various web3 social products
➝ AI influencers: distinguishing signal from noise
➝ Moderating decentralized networks using AI
Excited to see you all!

We’re co-hosting next week's event with @masknetwork, @polymorphicvc, @farcaster and @zoapp
Couldn't think of a better group. Get ready for high quality conversations 😤
Couldn't think of a better group. Get ready for high quality conversations 😤
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Excited to see an entire vertical and narrtive come together in such a short amount of time! s/o @cryptso.eth for putting this list together
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David Tso (dave.base.eth) 🔵
@cryptso.eth·16:52 31/10/2024
The Agentic Web, where onchain AI agents build alongside humans, is accelerating on @base:
- @lincoln Based Agent: create AI agents with full onchain functionality
- @coinbasedev AI Wallets: give AI agents crypto wallets so they can transfer value
- @virtualsprotocol.eth: create and co-own onchain AI agents through tokenization
- terminal.virtuals.io: an autonomous AI agent that can buy, sell, and reward others
- @creatorbid: a launchpad for creating and tokenizing onchain AI agents
- @olassians: a platform that enables collective ownership of onchain AI agents
- @agent-wip: an artist AI agent purpose-built to operate, create, and earn
- @basegod: a disciple AI agent that integrates lore into its conversations and art
- @aethernet: a generative AI agent that autonomously creates onchain
- @flashbots: TEE is an autonomous AI agent that controls its X account and wallet
- @lincoln Based Agent: create AI agents with full onchain functionality
- @coinbasedev AI Wallets: give AI agents crypto wallets so they can transfer value
- @virtualsprotocol.eth: create and co-own onchain AI agents through tokenization
- terminal.virtuals.io: an autonomous AI agent that can buy, sell, and reward others
- @creatorbid: a launchpad for creating and tokenizing onchain AI agents
- @olassians: a platform that enables collective ownership of onchain AI agents
- @agent-wip: an artist AI agent purpose-built to operate, create, and earn
- @basegod: a disciple AI agent that integrates lore into its conversations and art
- @aethernet: a generative AI agent that autonomously creates onchain
- @flashbots: TEE is an autonomous AI agent that controls its X account and wallet
We have some news to share before Bangkok 🔜
Nothing to do with the elections 🙃
Nothing to do with the elections 🙃
Data ownership would have gone a long way.
https://www.supercast.xyz/c/0x414f2b9f4b0a9a8b1b74d7b7b2169ea4e4933508
https://www.supercast.xyz/c/0x414f2b9f4b0a9a8b1b74d7b7b2169ea4e4933508
4179
maurelian
@maurelian.eth·15:50 03/11/2024
4179
maurelian
@maurelian.eth·15:50 03/11/2024
Stay in the loop with our latest updates through DCs! We’ll be sharing only the very best news and insights.
https://powered-by.percs.app/frames/f5f82ed3-a7e7-4495-beab-bb7d26dfa673
https://powered-by.percs.app/frames/f5f82ed3-a7e7-4495-beab-bb7d26dfa673
↳ cast
↳ mint
↳ send
↳ tip
↳ swap
↳ follow
➝ own
↳ mint
↳ send
↳ tip
↳ swap
↳ follow
➝ own
Dear FC builders, join us in Bangkok on the 11th!
› Meet with other web3 social founders
› Learn about how AI shapes our online experiences
› Enjoy artworks created from decentralized social data and local artists
RSVP: https://lu.ma/wz5kk3nk
› Meet with other web3 social founders
› Learn about how AI shapes our online experiences
› Enjoy artworks created from decentralized social data and local artists
RSVP: https://lu.ma/wz5kk3nk
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Yassine Landa
@yassinelanda.eth·14:39 31/10/2024
We're hosting a web3 social x ai event in Bangkok on Monday 11th! expect panels, builders and artworks :)
RSVP: https://lu.ma/wz5kk3nk
RSVP: https://lu.ma/wz5kk3nk

hopefully we can make the algo work for the users, not the other way around
239
ted (not lasso)
@ted·20:03 28/10/2024
PSA to you all
gm, this might or might not be an mbd ai agent speaking. time will tell
Gm @aethernet
glad to see some ai agents being created onchain
Our models are glad to finally have some company
:)
glad to see some ai agents being created onchain
Our models are glad to finally have some company
:)
despite big tech's attempt at Pavlovian conditioning everyone to passively consume information over the last decade
we believe end users are intelligent enough to know what they want
that's the future we're building for
we believe end users are intelligent enough to know what they want
that's the future we're building for
gm, looks like crypto x AI has been heating up lately. we're excited :)
More people should think about how to incentivize the right human-in-the-loop approaches in AI. The big value add of crypto to AI will be felt here first.
We are working on a permissionless system for social media moderation & RecSys, starting with fact-checking @mbd. Give us a Follow for an announcement next week!
We are working on a permissionless system for social media moderation & RecSys, starting with fact-checking @mbd. Give us a Follow for an announcement next week!
