With the enrichment of the multi-agent collaborative ecosystem, the still nascent Swarms ecosystem may still hold Alpha opportunities.

Written by: Golem, Odaily Planet Daily

In the first week of 2025, the AI Agent sector continues to surge, with the market capitalizations of the two major ecosystems, ai16z and Virtual, surpassing $2 billion and $5 billion respectively, setting new historical highs.

AI innovation continues to emerge. Just when people thought the "factional struggle" for AI Agent infrastructure was settled, and all AI agents needed to "dock" in these two major ecosystems, a dark horse—Swarms—burst onto the scene. In the past week, the Swarms token surged over 768%, with a market cap reaching a peak of $440 million; currently, Swarms has over 2,800 stars on GitHub.

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

Ecosystem Project Introduction

MCS

• Market Cap: $25 million

• Number of Holding Addresses: 3,889

• 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-level multi-agent system for medical diagnosis and coding built on Swarms, allowing users to diagnose and analyze medical and healthcare-related issues for free through conversations with MCS. According to data disclosed by Kye Gomez, MCS has had over 6,000 daily active users in the past two days, and its API is about to go live with one of the largest medical suppliers in the U.S.

SPORES

• Market Cap: $9.4 million

• Number of Holding Addresses: 5,347

• Token Contract:

H1koD28XAHg2vuGp7XggehBCR4zP6r6k6EQ3MR6j3kU2

SPORES is the token issued by Autonomous Spores, which has transferred 10% of the tokens to the Swarms DAO. Autonomous Spores plans to develop four AI agents based on the Swarms framework:

• The first agent is Saya, an AI agent fund manager built on Swarms Intelligence, which will manage a series of AI agent risk funds, honing its decision-making ability through a large amount of trading data in the trading system, with the first fund set to launch soon;

• The second agent is Oozeborn, inspired by Clanker on Base, which simplifies 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 evaluates 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 leverages the collective intelligence of AI agents through the collaboration of these four agents. Currently, Autonomous Spores plans to share a portion 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 Cap: $8.8 million

• Number of Holding Addresses: 4,528

• Token Contract:

92crE7qiX5T7VtiXhCeagfo1E81UtyguiXM7qCi7pump

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

IFSCI

• Market Cap: $3.5 million

• Number of Holding Addresses: 1,177

• Token Contract:

RqGHXg2eh3zPjyzNM7kUyrrSmhb9M9q4mCKFH1mpump

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

According to the official roadmap, IFSCI plans to launch a fully functional application in Q3 2025 and expand scientific research globally.

Progress of Swarms Ecosystem Construction

The currently thriving AI Agent framework projects resemble the prosperous period of early Ethereum L2. Although the technologies and models differ, the most intuitive way for users to judge quality is to look at the prosperity of the ecosystem. As a multi-agent collaboration framework, Swarms, to some extent, requires a thriving agent ecosystem to "validate" its own value. Compared to ecosystems like ai16z and Virtuals, Swarms, despite starting later, is already actively working on ecosystem construction.

Today, Swarms' official Twitter account posted on the X platform recruiting ecosystem project collaborations, offering support in technology, marketing, and agent infrastructure, while also allocating 10 million Swarms tokens (worth $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 the Swarms Marketplace is about to launch new features, including:

• Automatic generation and upload: Seamlessly create agents, tools, and groups, then upload them directly to the marketplace;

• Paywall integration: Monetize agents by listing them 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: Launch the Swarm API in the cloud with just one prompt;

• Agent quality rewards: High-quality agents can earn Swarms tokens, evaluated using advanced frameworks;

• Real-time chat and API: Provide real-time interaction and API functionality 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 such disputes. ai16z was also accused of being a token conspiracy group in its early days, but its current market cap has proven its value is recognized by the market. "Either continue to soar or decline from here," whether Swarms can "arm wrestle" with ai16z in ecosystem construction remains to be seen over time.

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