AI Agent's rising star Swarms surged 7x in a week, what are some potential projects in its ecosystem?

By: blockbeats|2025/01/06 12:15:03
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Original Article Title: "AI Agent Rising Star Swarms 7x in a Week, What Other Promising Projects Are There in the Ecosystem?"
Original Article Author: Golem, Odaily Planet Daily

In the first week of 2025, the AI Agent track continued its rapid rise, with the two major ecosystems ai16z and Virtual token market caps surpassing $20 billion and $50 billion, respectively, reaching historic highs.

AI innovation is still emerging. Just when people thought the "factional struggle" of AI Agent infrastructure was settled, with all AI agents needing to "pay homage" in these two major ecosystems, a dark horse—Swarms—broke through. In the past week, the Swarms token has surged by over 768%, with a peak market cap of $4.4 billion; currently, Swarms has over 2800 stars on GitHub.

Swarms is a multi-agent collaboration framework that focuses on providing a "framework" as a core component, as well as features such as long-term memory and task decomposition, to help multiple AI agents seamlessly collaborate in the same network to break down and process complex tasks. As Swarms continues to advance ecosystem project development, with the richness of the multi-agent collaboration ecosystem, the early-stage Swarms ecosystem may still hold Alpha opportunities. Odaily Planet Daily will briefly introduce Swarms ecosystem projects and the progress of Swarms itself.

Ecosystem Project Introduction

MCS

Market Cap: $25 million

Number of Holders: 3889

Token Contract: ALHFgnXSenUv17GMdf3dL9gtFW2KKQTz9avpM2Wypump

MCS was created by Swarms founder Kye Gomez, and Kye has already added the official MCS Twitter link to his own profile, giving it an official endorsement. MCS is a production-grade multi-agent system built on Swarms for medical diagnosis and coding, allowing users to receive free diagnosis and analysis of medical and healthcare-related issues through interaction with MCS. According to data disclosed by Kye Gomez, MCS has had over 6000 daily active users in the past 2 days, and its API is set to be deployed for one of the largest healthcare providers in the United States.

AI Agent's rising star Swarms surged 7x in a week, what are some potential projects in its ecosystem?

SPORES

Market Cap: $9.4 Million

Holder Address: 5347

Token Contract: H1koD28XAHg2vuGp7XggehBCR4zP6r6k6EQ3MR6j3kU2

Spores is a token issued by Autonomous Spores, with 10% of the token being transferred to the swarms DAO. The Autonomous Spores project plans to develop four AI agents based on the Swarms framework:

· The first agent is Saya, an AI fund manager built on Swarms Intelligence, which will manage a series of AI agent hedge funds. It has honed its decision-making abilities through vast amounts of trading data in the trading system, and the first fund is set to launch soon;

· The second agent is Oozeborn, inspired by Clanker on Base, which simplifies users' initiation of tokens and creation of AI agents on Twitter by commenting or using the #Oozeborn tag in posts;

· The third agent, Grassian, is a data analysis AI agent built on the Swarms algorithm, focusing primarily on identifying early Alpha bloggers on Twitter and rating these individuals to provide insights into the ecosystem. Grassian also serves as a key source of information for Saya in making trading decisions.

· The fourth agent, Jaguarundi, is a risk assessment AI agent that evaluates risks in the trading system to provide security for Saya. It also runs an insurance fund aimed at mitigating overall trading system losses.

Autonomous Spores harnesses the collective intelligence of these four AI agents through collaboration. Currently, Autonomous Spores has plans to share some of the management fees generated by Saya and the transaction taxes generated by Oozeborn with the community. However, Grassian and Jaguarundi have not yet been launched.

CREATE

Market Cap: $8.8 Million

Holder Address: 4528

Token Contract: 92crE7qiX5T7VtiXhCeagfo1E81UtyguiXM7qCi7pump

create claims to be the ultimate creation engine, but it is actually an AI platform built on Swarm that generates images or audio based on text prompts.

IFSCI

Market Cap: $3.5 Million

Holder Address: 1177

Token Contract: RqGHXg2eh3zPjyzNM7kUyrrSmhb9M9q4mCKFH1mpump

IFSCI claims to be the first vertical AI x DeSci Agent project built on Swarms, aiming to help users personalize their fasting and dietary plans. Users can participate in the AI as food data contributors, health metric providers, or researchers. As a data contributor, users simply need to post their meal photos and corresponding descriptions to the X platform and tag @adesciagent. Users will also be rewarded based on their contributions.

According to the official roadmap, IFSCI is set to launch a fully-featured application in Q3 2025 and expand scientific research globally.

Swarms Ecosystem Development Progress

Today's thriving AI Agent framework projects resemble the early days of Ethereum L2's prosperity. Although the technologies and models differ, the most straightforward way for users to judge their quality is to look at ecosystem prosperity. As a multi-agent collaboration framework, Swarms, to some extent, relies more on a thriving agent ecosystem to "validate" its own value. Compared to ecosystems like ai16z and Virtuals, although Swarms started later, it is currently focusing on ecosystem development.

Today, the Swarms official account posted on the X platform to recruit ecosystem project collaborations, offering technical, marketing, and agent infrastructure support. Additionally, they allocated 10 million Swarms tokens (valued at $3.38 million) as an ecosystem fund. Swarms founder Kye Gomez also stated that he will "personally meet and support all our partner projects, providing technical assistance, marketing guidance, and more."

Kye Gomez also announced today that swarms Marketplace is set to launch new features, including:

· Auto-generate and upload: Seamlessly create agents, tools, and swarms, then upload them directly to the marketplace;

· Paywall integration: Monetize by listing agents at a certain price for others to purchase developer creations;

· swarms Token Integration: Use Phantom to buy and sell agents with swarms tokens, streamlining transactions;

· swarms Auto-Cloud: Launch Swarm API in the cloud with just one prompt;

· Agent Quality Incentives: Earn swarms tokens by releasing high-quality agents, evaluated using advanced frameworks;

· Real-time Chat and API: Provide real-time interaction and API capabilities for each agent, swarm, tool, and prompt;

· Usage Tracking: Monitor real-time agent usage with detailed tracking tools.

While there is still controversy surrounding the originality of Swarms, unwavering development is the best response to controversy. Early on, ai16z was also accused of being a coin issuance conspiracy group, but its current market value has proven its market recognition. "Either continue to soar or decline from now on," whether Swarms can "wrist wrestle" with ai16z in ecosystem development remains to be seen over time.

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$COIN Joins S&P 500, but Coinbase Isn't Celebrating

On May 13, S&P Dow Jones Indices announced that Coinbase would officially replace Discover Financial Services in the S&P 500 on May 19. While other companies like Block and MicroStrategy, closely tied to Bitcoin, were already part of the S&P 500, Coinbase became the first cryptocurrency exchange whose primary business is in the index. This also signifies that cryptocurrency is gradually moving from the fringes to the mainstream in the U.S.



On the day of the announcement, Coinbase's stock price surged by 23%, surpassing the $250 mark. However, just 3 days later, Coinbase was hit by two consecutive events: a hack where employees were bribed to steal customer data and a demand for a $20 million ransom, and an investigation by the U.S. Securities and Exchange Commission (SEC) into the authenticity of its claim of having over 100 million "verified users" in its securities filings and marketing materials. These two events acted as mini-bombs, and at the time of writing, Coinbase's stock had already dropped by over 7.3%.


Coincidentally, Discover Financial Services, being replaced by Coinbase, can also be considered the "Coinbase" of the previous payment era. Discover is a U.S.-based digital banking and payment services company headquartered in Illinois, founded in 1960. Its payment network, Discover Network, is the fourth largest payment network apart from Visa, Mastercard, and American Express.


In April, after the approval of the acquisition of Discover by the sixth-largest U.S. bank, Capital One, this well-established digital banking company of over 60 years smoothly handed over its S&P 500 "seat" to this emerging cryptocurrency "bank." This unexpected coincidence also portrayed the handover between the new and old eras in Coinbase's entry into the S&P 500, resembling a relay race scene. However, this relay baton also brought Coinbase's accumulated "external troubles and internal strife" to a tipping point.


Side Effects of ETFs


Over the past decade, cryptocurrency exchanges have been the most stable "profit machines." They play a role in providing liquidity to the entire industry and rely on trading fees to sustain their operations. However, with the comprehensive rollout of ETF products in the U.S. market, this profit model is facing unprecedented challenges. As the leader in the "American stack," with over 80% of its business coming from the U.S., Coinbase is most affected by this.



Starting from the approval of Bitcoin and Ethereum spot ETFs, traditional financial capital has significantly onboarded users and funds that originally belonged to exchanges in a more cost-effective, compliant, and transparent manner. The transaction fee revenue of cryptocurrency exchanges has started to decline, and this trend may further intensify in the coming months.


According to Coinbase's 2024 Q4 financial report, the platform's total trading revenue was $417 million, a 45% year-on-year decrease. The contribution of BTC and ETH's trading revenue dropped from 65% in the same period last year to less than 50%.


This decline is not a result of a decrease in market enthusiasm. In fact, since the approval of the Bitcoin ETF in January 2024, the inflow of BTC into the U.S. market has continued to reach new highs, with asset management giants like BlackRock and Fidelity rapidly expanding their management scale. Data shows that BlackRock's iShares Bitcoin ETF (IBIT) alone has surpassed $17 billion in assets under management. As of mid-May 2025, the cumulative net inflow of 11 major institutional Bitcoin spot ETFs on the market has exceeded $41.5 billion, with a total net asset value of $1214.69 billion, accounting for approximately 5.91% of the total Bitcoin market capitalization.


Chart showing the trend of net outflows for Grayscale among the 11 institutions


Institutional investors and some retail investors are shifting towards ETF products, partly due to compliance and tax considerations. On one hand, ETFs have much lower trading costs compared to cryptocurrency exchanges. While Coinbase's spot trading fee rate varies annually in a tiered manner but averages around 1.49%, for example, the management fee for IBIT ETF is only 0.25%, and the majority of ETF institution fees fluctuate around 0.15% to 0.25%.



In other words, the more rational users are, the more likely they are to move from exchanges to ETF products, especially for investors aiming for long-term holdings.


According to multiple sources, several institutions, including VanEck and Grayscale, have submitted applications to the SEC for a Solana (SOL) ETF, with some institutions also planning to submit an XRP ETF proposal. Once approved, this may trigger a new round of fund migration. According to a report submitted by Coinbase to the SEC, as of April, the platform's trading revenue from XRP and Solana accounted for 18% and 10%, nearly one-third of the platform's fee revenue.



However, the Bitcoin and Ethereum ETFs passed in 2024 also reduced the fees for these two tokens on Coinbase from 30% and 15% to 26% and 10%, respectively. If the SOL and XRP ETFs are approved, it will further undermine the core fee revenue of exchanges like Coinbase.


The expansion of ETF products is gradually weakening the financial intermediary status of cryptocurrency exchanges. From their original roles as matchmakers and clearers to now gradually becoming mere "on-ramps and off-ramps" for funds, exchanges are seeing their marginal value squeezed by ETFs.


Robinhood Takes a Stand, Traditional Brokerages Join the Fray


On May 12, 2025, SEC Chairman Paul S. Atkins gave a keynote speech at the Tokenization and Cryptocurrency Working Group roundtable. The theme of his speech revolved around "It is a new day at the SEC," where he indicated that the SEC would not approach enforcement and regulation the same way as before but would instead pave the way for cryptocurrency assets in the U.S. market.



With signs of cryptocurrency compliance such as the SEC's "NEW DAY" declaration, an increasing number of traditional brokerages are attempting to enter the cryptocurrency industry. One of the most representative cases is the well-known U.S. brokerage Robinhood, which began expanding its crypto business in 2018. By the time of its IPO in 2021, Robinhood's crypto business revenue accounted for over 50% of the company, with a significant boost from the Dogecoin "moonshot" promoted by Musk.


In Q1 2025 earnings report, Robinhood showcased strong growth, especially in revenue from cryptocurrency and options trading. Fueled by Trump's Memecoin, cryptocurrency-related revenue reached $250 million, nearly doubling year-over-year. Consequently, Robinhood Gold subscription users reached 3.5 million, a 90% increase from the previous year, with the rapid growth of Robinhood Gold providing the company with a stable source of income.



Meanwhile, RobinHood is actively pursuing acquisitions in the cryptocurrency space. In 2024, it announced a $2 billion acquisition of the long-standing European cryptocurrency exchange Bitstamp. Additionally, Canada's largest cryptocurrency CEX, WonderFi, which recently went public on the Toronto Stock Exchange, also announced its integration with RobinHood Crypto. After obtaining virtual asset licenses in the UK, Canada, Singapore, and other markets, RobinHood has taken a proactive approach in the compliant cryptocurrency trading market.



Furthermore, an increasing number of brokerage firms are exploring the same path. Futu Securities, Tiger Brokers, and others are also dipping their toes into cryptocurrency trading, with some having applied for or obtained the VA license from the Hong Kong SFC. Although their user bases are currently small, traditional brokerages have a natural advantage in user trust, regulatory licenses, and low fee structures. This could pose a threat to native cryptocurrency platforms in the future.



User Data Breach: Is Coinbase Still Secure?


In April 2025, security researchers discovered that some Coinbase user data was leaked on the dark web. While the platform initially responded by attributing it to a "technical misinformation," it still raised concerns among users regarding its security and privacy protection. Just two days before Dow Jones Indexes announced Coinbase's addition to the S&P 500 Index, on May 11, 2025, Coinbase received an email from an unknown threat actor claiming to have obtained customer account information and internal documents, demanding a $20 million ransom to keep the data private. Subsequent investigations confirmed the data breach.


Cybercriminals obtained the data by bribing overseas customer service agents and support staff, mainly in "non-U.S. regions such as India." These agents abused their access to Coinbase's internal customer support system and stole customer data. As early as February this year, blockchain detective ZachXBT revealed on X platform that between December 2024 and January 2025, Coinbase users lost over $65 million to social engineering scams, with the actual amount potentially higher.


Among the victims was a well-known figure, 67-year-old Ed Suman, an established artist in the art world for nearly two decades, having been involved in the creation of artworks such as Jeff Koons' "Balloon Dog" sculpture. Earlier this year, he fell victim to an impersonation scam involving fake Coinbase customer support, resulting in a loss of over $2 million in cryptocurrency. ZachXBT critiqued Coinbase for its inadequate handling of such scams, noting that other major exchanges have not faced similar issues and recommending Coinbase to enhance its security measures.


Amidst a series of ongoing social engineering incidents, although there has not been any impact on user assets at the technical level so far, it has raised concerns among many retail and institutional investors. Especially institutions holding massive assets on Coinbase. Just considering the U.S. BTC ETF institutions, as of mid-May 2025, they collectively hold nearly 840,000 BTC, and 75% of these are custodied by Coinbase. If we price BTC at $100,000, this amount reaches a staggering $63 billion, which is equivalent to the nominal GDP of two Iceland in the year 2024.


Visualization: ChatGPT, Source: Farside


In addition, Coinbase Custody also serves over 300 institutional clients, including hedge funds, family offices, pension funds, and endowments. As of the Q1 2025 financial report, Coinbase's total assets under management (including institutional and retail clients) reached $404 billion. The specific amount of institutional custodied assets was not explicitly disclosed in the latest report, but it should still be over 50% based on the Q4 2024 report.


Visualization: ChatGPT


Once this security barrier is breached, not only could the rate of user attrition far exceed expectations, but more importantly, institutional trust in it would undermine the foundation of its business. Therefore, after a hacking event, Coinbase's stock price plummeted significantly.


CEXs are All in Self-Rescue Mode


Facing a decline in spot trading fee revenue, Coinbase is also accelerating its transformation, attempting to find growth opportunities in derivatives and emerging assets. Coinbase acquired a stake in the options platform Deribit at the end of 2024 and announced the official launch of perpetual contract products in 2025. This acquisition fills in Coinbase's gap in options trading and its relatively small global market share.



Deribit has a strong presence in non-U.S. markets, especially in Asia and Europe. The acquisition has enabled Coinbase to gain a dominant position in bitcoin and ethereum options trading on Deribit, accounting for approximately 80% of the global options trading volume, with daily trading volume remaining above $2 billion.


Meanwhile, 80-90% of Deribit's customer base consists of institutional investors, with their professionalism and liquidity in the Bitcoin and Ethereum options market highly favored by institutions. Coinbase's compliance advantage, coupled with its already robust institutional ecosystem, makes it even more suitable. By using institutions as an entry point, it can face the squeeze from giants like Binance and OKX in the derivatives market.



Facing a similar dilemma is Kraken, which is attempting to replicate Binance Futures' model in non-U.S. markets. Since the derivatives market relies more on professional users, fee rates are relatively higher and stickiness is stronger, making it a significant source of revenue for exchanges. In the first half of 2025, Kraken completed the acquisition of TradeStation Crypto and a futures exchange, aiming to build a complete derivatives trading ecosystem to hedge the risk of declining spot transaction fee income.


With the surge of Memecoin in 2024, Binance, OKX, and various CEX platforms began massively listing small-market-cap, highly volatile tokens to activate active trading users. Due to the wealth effect and trading activity of Memecoins, Coinbase was also forced to join the battle, successively listing popular tokens from the Solana ecosystem such as BOOK OF MEME and Dogwifhat. Although these coins are controversial, they are frequently traded, with fee rates several times higher than mainstream coins, serving as a "blood-boosting" method for spot trading.


However, due to its status as a publicly traded company, this practice is a riskier endeavor for Coinbase. Even in the current crypto-friendly environment, the SEC is still investigating whether tokens like SOL, ADA, and SAND constitute securities.


In addition to the forced transformation strategies carried out by the aforementioned CEXs, they are also starting to lay out RWAs and the most talked-about stablecoin payment fields, such as the PYUSD launched through a collaboration between Coinbase and Paypal, Coinbase's support for the Euro stablecoin EURC by Circle that complies with EU MiCA regulatory requirements, or the USD1 launched through a collaboration between Binance and WIFL. In the increasingly crowded trading field, many CEXs have shifted their focus from just the trading market to the application field.


The golden age of transaction fees has quietly ended, and the second half of the crypto exchange platform game has silently begun.


Key Market Insights for May 16th, how much did you miss out on?

1. On-chain Flows: $111.3M inflow to Ethereum this week; $237.6M outflow from Berachain 2. Largest Price Swings: $ETHFI, $NEIRO 3. Top News: Data: Solana Network's revenue reached $7.9M on the 13th, surpassing the sum of all other L1 and L2 chains

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