Author: Golem, Odaily Planet Daily

 

In the first week of 2025, the AI ​​Agent track continued to soar, with the market capitalizations of the two major ecosystems, ai16z and Virtual tokens, exceeding US$2 billion and US$5 billion respectively, setting new historical highs.

AI innovation is still emerging. When people thought that the "factional struggle" of AI agent infrastructure had been settled and all AI agents needed to "pay homage" to these two ecosystems, a dark horse, Swarms, broke out of the siege. In the past week, the Swarms token rose by more than 768%, and the market value reached a maximum of US$440 million; Swarms currently has more than 2,800 stars on GitHub.

Swarms is a multi-agent collaboration framework, centered on providing the core component of 'framework' and features like long-term memory and task decomposition, helping multiple AI agents collaborate seamlessly in the same network to break down complex tasks. Currently, Swarms is also vigorously promoting the development of ecological projects. With the richness of the multi-agent collaborative ecosystem, the still-early Swarms ecosystem may contain Alpha opportunities. Odaily Planet Daily will briefly introduce the Swarms ecological projects and the progress of Swarms itself.

Ecological Project Introduction

MCS

  • Market Capitalization: $25 million

  • Number of Holding Addresses: 3889

  • Token Contract: ALHFgnXSenUv17GMdf3dL9gtFW2KKQTz9avpM2Wypump

MCS was created by Swarms founder Kye Gomez, who has linked the official MCS Twitter account in his profile, giving it official endorsement. MCS is a production-grade multi-agent system built on Swarms for medical diagnosis and coding, allowing users to diagnose and analyze healthcare-related issues for free by chatting with MCS. According to data disclosed by Kye Gomez, MCS has had over 6000 daily active users in the past two days, and its API is set to go live with one of the largest medical providers in the U.S.

SPORES

  • Market Capitalization: $9.4 million

  • Holding Addresses: 5347

  • Token Contract: H1koD28XAHg2vuGp7XggehBCR4zP6r6k6EQ3MR6j3kU2

SPORES is the token issued by Autonomous Spores, with 10% of the tokens transferred to Swarms DAO. Autonomous Spores 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 risk funds, honed in decision-making through a large volume of trading data in the trading system. The first fund is about to launch;

  • The second agent is Oozeborn, inspired by Clanker on Base, simplifying the process for users to launch tokens and create AI agents on Twitter by commenting or tagging #Oozeborn in posts;

  • The third agent is Grassian, a data analysis AI agent built on Swarms algorithms, primarily focused on identifying early Alpha bloggers on Twitter and scoring these individuals to provide insights into the ecosystem. Grassian is also an important source of information for Saya's trading decisions.

  • The fourth agent is Jaguarundi, a risk assessment AI agent that assesses risks in the trading system to provide security for Saya, while also running an insurance fund aimed at mitigating overall trading system losses.

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

CREATE

  • Market Capitalization: $8.8 million

  • Holding Addresses: 4528

  • Token Contract: 92crE7qiX5T7VtiXhCeagfo1E81UtyguiXM7qCi7pump

Create claims to be the ultimate creative engine, actually an AI platform based on Swarms that generates images or audio based on text prompts.

IFSCI

  • Market Capitalization: $3.5 million

  • Holding Addresses: 1177

  • Token Contract: RqGHXg2eh3zPjyzNM7kUyrrSmhb9M9q4mCKFH1mpump

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

According to the roadmap published by the officials, IFSCI will launch a fully functional application in Q3 2025 and expand scientific research globally.

Progress in Swarms Ecosystem Construction

Today’s thriving AI Agent framework project is reminiscent of the early boom period of Ethereum L2. While the technologies and models differ, the most intuitive way for users to judge quality is to look at the ecological prosperity. As a multi-agent collaboration framework, Swarms somewhat requires a prosperous agent ecosystem to 'validate' its own value. Compared to ecosystems like ai16z and Virtuals, Swarms started later, but is currently making efforts to build its ecosystem.

Today, Swarms' official Twitter account posted on platform X recruiting ecological project collaborations and providing support such as technology, marketing, and agent infrastructure, while offering 10 million Swarms tokens (worth $3.38 million) as an ecological fund. Swarms founder Kye Gomez also stated that he will 'personally meet and support all our partner projects, providing technical assistance, marketing guidance, etc.'

Kye Gomez also announced today that Swarms Marketplace will soon launch new features, including:

  • Auto Generation and Upload: Seamlessly create agents, tools, and groups, then upload them directly to the marketplace;

  • Paywall Integration: Monetize by listing agents at a certain price, allowing others to purchase the developer's creations;

  • Swarms Token Integration: Use Phantom to buy and sell agents with Swarms tokens, simplifying transactions;

  • Swarms Auto-Cloud: Start the Swarm API in the cloud with just one prompt;

  • Agent Quality Rewards: Publish high-quality agents to earn Swarms tokens, evaluated using advanced frameworks;

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

  • Usage Tracking: Use detailed tracking tools to monitor real-time usage of agents.

Although there are still controversies regarding the originality of Swarms, steadfast construction is the best response to the controversy. ai16z was also accused of being a token conspiracy group in its early days, but its current market capitalization has proven its value has been recognized by the market. 'Either continue to take off or decline from here,' whether Swarms can 'wrestle' with ai16z in ecological construction will take time to test.