MCS

All-In-One Personal Healthcare Application powered by Swarms of Agents

[MCS @mcs_swarm]

This is the official $mcs Twitter

Our goal is to ensure healthcare is extremely cheap, reliable, and fast through $swarms of agents.

CA:
ALHFgnXSenUv17GMdf3dL9gtFW2KKQTz9avpM2Wypump

GitHub: https://t.co/IyC8PQfPUk

Discord:

https://t.co/r92BHTiSPT

Built by @swarms_corp

[swarms @swarms_corp]

Swarms Ecosystem Space Tomorrow 👾

Tomorrow at 11 AM (NYC / EST), Swarms CEO @KyeGomezB and team members @jaenanft and @MolecularCrypto will discuss the latest updates to the Swarms Framework v10, along with the latest marketplace improvements 🙌

And, we’ll also be joined by special guest @IlumTheProtogen, one of our biggest marketplace vendors, who will be speaking about CRCA.

Highlights:
- Latest features in Swarms v10
- Marketplace UI/UX improvements
- Upcoming features and enhancements
- Future of CRCA and LUAF by Ilum

Time: 11 AM EST, March 25

https://t.co/PiyIPImVQg

[swarms @swarms_corp]

Swarms Marketplace is Back ✅

Over the past week, we were targeted by a large-scale DDoS attack exceeding 20 million requests.

In response, we partnered directly with Vercel to harden our infrastructure, implement advanced safeguards, and ensure resilience against attacks of any scale going forward.

We’ve also initiated an active investigation to identify those responsible and are pursuing an appropriate response in retaliation.

The platform is now fully operational, stronger and more secure than before.

We’ll continue to share updates as the investigation progresses.

But, for now, we're officially back in business.

[swarms @swarms_corp]

Swarms has reached 6,000 GitHub stars ✨

From our Co-Founder & CEO @KyeGomezB and the entire Swarms team, thank you to all our users, contributors, and community members for making this possible.

We’ve been building the Swarms framework for over four years, and it has come a long way from its early days as a research project.

Our goal is to make Swarms the undisputed best multi-agent orchestration framework in the world and every single day, we’re making massive technical leaps.

Check out the github below ⬇️

[swarms @swarms_corp]

We Rebuilt Grok 4.20’s Architecture and Made It Fully Customizable

Inspired by Grok 4.20’s architecture, HeavySwarm is a multi-agent system that breaks complex tasks into specialized questions, executes them in parallel across distinct roles, and synthesizes the results into a single high-quality response built to be flexible, extensible, and builder-first.

Highlights

- Decomposes complex problems into structured, role-specific questions

- Parallel execution across Research, Analysis, Alternatives, and Verification agents

- Final synthesis layer for cohesive, decision-ready outputs

- Fully customizable: choose models, prompts, and tools per agent

- Built for scale: configurable concurrency, loops, and execution depth

Learn more ⬇️

[swarms @swarms_corp]

Introducing Swarms v10: Async Sub-Agents, SkillOrchestra, CLI Improvements, and More

Over the past 6 weeks we rebuilt core systems across the framework to make multi-agent systems faster, more autonomous, and easier to orchestrate at scale.

This release introduces async sub-agent orchestration, an all-new skill-based routing system, major improvements to the hierarchical swarm architecture, and a fully modernized CLI.

Highlights:

- Async Sub-Agent Orchestration
- Hierarchical Swarm Improvements
- SkillOrchestra Implementation
- Swarms CLI Overhaul
- Dozens of improvements and bug fixes

Learn more ⬇️

[swarms @swarms_corp]

Your agents shouldn’t sit idle.

Put them to work for the world.

Sell your agents and prompts on the Swarms Marketplace and start earning from what you’ve built.

swarms dot world / launch

[Kye Gomez (swarms) @KyeGomezB]

@swarms_corp has more multi-agent harnesses than every framework like LangChain, LangGraph, AutoGen, and CrewAI combined, all in one framework, and they’re all easy to use.

All of these harnesses can be executed by passing your agents as a list and then running them with the .run(task: str) method.

GitHub below ⬇️

[swarms @swarms_corp]

New Swarms Framework Docs is Coming 👾📈

We’ll soon be releasing all-new, improved documentation for the core Swarms Python framework.

Our current docs aren’t as simple, useful, or visually polished as they could be, since they’re built on an older docs framework rather than a modern one.

Going live soon at docs dot swarms dot world

[swarms @swarms_corp]

Swarms Team Twitter Space: Marketplace Updates & Roadmap Tomorrow

Swarms team members @KyeGomezB, @jaenanft, and @MolecularCrypto will be hosting a Twitter Space tomorrow, March 10 at 11 AM EST (New York time) to discuss the latest updates to the Swarms Marketplace 🏪

Topics include:

- Latest features released over the past few weeks

- Key improvements to marketplace performance and usability

- Updates impacting agent creation, discovery, and monetization

- A breakdown of recent infrastructure and platform changes

Time: March 10, 11 AM NYC EST Time

https://t.co/zBWSvbLdMI

[swarms @swarms_corp]

Swarms Ecosystem Weekly Recap [Mar 2–8]: Marketplace Update, GPT-5.4 Support, and New Developer Tools

The Swarms ecosystem saw major progress this week with one of the largest Swarms Marketplace update yet, new GPT-5.4 support in the framework, and improved developer tooling for vibe-coders. These updates make it easier than ever to build, deploy, and monetize agentic systems.

Highlights
- Largest Swarms Marketplace update: 15+ new features, UI improvements, and USDC-backed tokenization with stablecoin payouts

- GPT-5.4 support added to the Swarms framework with simple configuration

- New MCP server and llms.txt tools enabling instant API documentation access for coding agents

- Growing global ecosystem powering the emerging
agent economy

Full recap ↓

[swarms @swarms_corp]

https://t.co/cJvGVNE0sz

[swarms @swarms_corp]

The Swarms Marketplace just shipped its most significant update EVER.

Over the past 18 days, we have released dozens of new features, improvements, and bug fixes across the marketplace, all aimed at enhancing the user experience while boosting performance and usability.

Highlights:
- USDC-backed tokenization with stablecoin creator payouts
- Dedicated tokenized products tab on user profiles
- Redesigned navbar search with Cmd+K support
- Consolidated agent configuration layout
- Faster image loading, reduced data usage, and cleaner navigation

Sellers are already generating thousands of dollars in revenue from their agents in USDC with this all-new update 📈

Learn more ⬇️

[swarms @swarms_corp]

Swarms 🤝 @OpenAI

You can leverage the all-new GPT-5.4 model in the Swarms framework effortlessly with just a couple of lines of code. Simply change the model_name to "gpt-5.4" and set top_p to None.

Swarms is committed to supporting the latest models from every provider. We currently support over 1,500 models, and you can also integrate your own custom models if needed.

Learn more ⬇️

[swarms @swarms_corp]

Swarms Marketplace is the home of the agent economy, with over 110,000 users worldwide 🌐

Publish your agents & prompts in one click, monetize them instantly, and start earning revenue from your agents

Launch now below ⬇️

[swarms @swarms_corp]

Swarms 🤝 Vibe Coders

If you’re vibe coding in Cursor, Claude Code, Codex, Windsurf, or any LLM workflow, you no longer need to copy-paste documentation.

We just released two simple ways to give your coding agent instant, accurate access to the full Swarms API docs:

• MCP server (live, queryable)

• llms.txt (paste-and-go)

Setup takes under a minute, and both are free with no API key required.

Learn more ⬇️🧵

[swarms @swarms_corp]

Swarms Ecosystem Weekly Recap [Feb 23 - March 1]

Over the past week, Swarms celebrated its 2 year anniversary, released ClawSwarm 0.1.0, expanded the Marketplace to support stablecoins, and launched a $10,000 Birthday Giveaway to reward builders.

Highlights:

> ClawSwarm 0.1.0 introduces a hierarchical multi-agent backend with gRPC gateway, async API, web scraping, and persistent memory

> Marketplace now supports USDC and USD1 for stable revenue

> $10,000 Birthday Giveaway rewards tokenized agent launches and ongoing marketplace activity

> Twitter Spaces and community updates shared roadmap, insights, and upcoming mobile and hardware launches

Learn more ⬇️

[swarms @swarms_corp]

Introducing ClawSwarm 0.1.0 🦀👾

Over the past week we shipped an improved hierarchical multi-agent backend with a gRPC messaging gateway, async HTTP API, integrated web scraping, typed configuration, persistent cross-platform memory, and much more.

49 commits focused on reliability, security, and long-lived multi-channel deployment for your ClawSwarm instance.

Highlights

> Hierarchical swarm with director + four specialized workers (response, search, developer, token launch), unified through a gRPC gateway normalizing Telegram, Discord, and WhatsApp into a single queue

> FastAPI HTTP server with async job queue, API key auth, structured error logging, and cross-platform persistent memory capped for safe long-running deployments

> Integrated semantic search + full-page web scraping (stdlib parser, zero new deps), plus Claude Code SDK integration for live code sessions

> Typed ClawConfig system with onboarding wizard, CLI overrides, three-level precedence chain, and environment propagation

> Dockerized stack, Railway one-command deploy, GitHub Actions CI, Dependabot updates, and expanded unit test coverage

Learn more ⬇️

[swarms @swarms_corp]

Swarms Marketplace Now Supports USDC & USD1 🪙

You can now customize the quote mint for your tokenized agents or prompts using USDC (SOL) by @circle and USD1 by @worldlibertyfi. This allows builders to receive fees in stablecoins, creating more predictable earnings and improving price stability.

By default, the quote mint is set to Solana but you can switch it with just one click 🙌

Link below ⬇️

[swarms @swarms_corp]

Swarms 2nd Birthday Giveaway 🙌🎉

To celebrate Swarms’ 2nd birthday, we’re investing $10,000 in the next generation of builders who publish tokenized agents and prompts on the Swarms Marketplace 📈🏪

This is your chance to build, grow, and earn rewards for contributing to the agent economy.

How it works:

> Ship a tokenized agent or prompt on the Swarms Marketplace

> Winners are selected daily

> SOL is sent directly to your creator wallet

> Larger the market cap, higher the rewards

Launch now: swarms dot world / launch

All builders who launch on Swarms also earn revenue from the volume of buys and sells of their agent, and also earn revenue from API usage of their agent through our ATP Agent Payment Protocol.

Let’s accelerate agent capital markets together 🤝

Learn more below ⬇️🧵