Blog
中文Swarms Blog
Engineering notes, product updates, and guides for building multi-agent systems with Swarms.
58 articles
The USDC Launch Championship: Price Your Agent in Dollars
The new Swarms Launchpad competition is live. Launch an agent or prompt with USDC as the quote currency between August 26 and September 2 UTC and compete for a share of a $1,000 USDC prize pool, ranked by total trading volume.
The Complete Guide to Tokenizing Your Agent
Why an AI agent is a productive asset, what tokenization solves for builders in attention, ownership, and revenue, why people invest in tokenized agents, and every decision in the Swarms Launchpad flow from connection type to Frenzy Mode, USDC, and Vault Mode.
![Swarms Weekly Ecosystem Update [August 17 - August 24]: The Swarms MCP Server, MCP Scribe, and Encrypted Skills Storage](/_next/image?url=%2Fswarms_weekly_ecosystem_update_aug.png&w=3840&q=75)
Swarms Weekly Ecosystem Update [August 17 - August 24]: The Swarms MCP Server, MCP Scribe, and Encrypted Skills Storage
This week across the Swarms ecosystem: the hosted Swarms MCP server went live with 23 tools behind a single endpoint, the MCP Portal shipped on Swarms Cloud with live status and connection diagnostics, MCP Scribe turned OpenAPI specifications into production MCP servers, Swarms Cloud added encrypted prompt and skills storage with native SKILL.md support, and the Marketplace changelog covered more than 200 improvements shipped between July 21 and August 21.
The Swarms MCP Server Is Live: One Endpoint, Twenty-Three Tools, No Local Install
Swarms Cloud now has a dedicated MCP page at cloud.swarms.world/mcp for the hosted Model Context Protocol server at mcp.swarms.world/mcp. Point any MCP client at one URL to give it agents, swarms, batch execution, and account telemetry as callable tools. The page carries live endpoint status, connection snippets for Python and TypeScript, swarm completion examples, and client tutorials.
Swarms Marketplace Changelog July 21st - August 21st: Competitions, the Screener, MCP Servers, and a Public API
A day by day log of everything that shipped on the Swarms Marketplace over the last month: on-chain agent competitions with real prize pools, the tokenized agent Screener, a dedicated MCP Servers page, a self-updating public API spec, a rebuilt home page and sign-in, a full mobile pass, and a serious security hardening effort, each written in plain language so you know what changed and what it means for you.
GraphWorkflow: Our New Research Paper on a Compile-Once Engine That Runs Agent Graphs up to 62.5x Faster Than LangGraph
The Swarms research team has published a full systems paper on GraphWorkflow, the graph execution engine inside the Swarms framework. Across an open benchmark suite of five topologies at 10 to 200 nodes, GraphWorkflow executes compiled agent graphs with a geometric-mean speedup of 7.0x over LangGraph, rising to 62.5x on deep chains, compiles graphs 21.6x to 31.3x faster, and completes the cold build-compile-execute path 7.9x faster. This article walks through the paper: the cost taxonomy, the compile-once architecture, the programming model comparison, the full benchmark results with figures from the paper, and how to reproduce every number yourself.
Skills: Ultra-Secure Private Prompt and Skill Storage, Now Live on Swarms Cloud
Swarms Cloud now has a private, encrypted library for your prompts and skills at cloud.swarms.world/skills. Save prompts by hand or drag and drop Anthropic-format SKILL.md files, organize them with tags and search, give every entry its own page, and store all of it encrypted with a key derived from your account, so only you can ever read it. Available to every user on every plan: Free, Pro, and Premium.
![Swarms Weekly Ecosystem Update [August 11 - August 16]: The Tokenized Agent Screener, the GMGN Integration, and New Cloud Tutorials](/_next/image?url=%2Fswarms-weekly-update-august9th-17th.png&w=3840&q=75)
Swarms Weekly Ecosystem Update [August 11 - August 16]: The Tokenized Agent Screener, the GMGN Integration, and New Cloud Tutorials
This week across the Swarms ecosystem: the Screener puts every tokenized agent on one live page with on-chain market data, the GMGN integration makes Swarms agents discoverable and tradable on one of Solana's largest trading platforms, two new video tutorials cover the Auto Agent Builder and the Compare feature on Swarms Cloud, the Vault Mode Competition enters its final days, off-peak pricing cuts API token costs in half overnight, and Swarms opens hiring across engineering, research, growth, finance, and operations.
Learn How to Build Multi-Agent Systems With Swarms Cloud: Two New Video Tutorials
Two new video tutorials cover the Auto Agent Builder and the Compare feature on Swarms Cloud: generate complete AI agent teams from natural language, and run the same task through multiple agents to evaluate their outputs side by side. A full Swarms Cloud course is coming soon.
Newsletter
Get the latest from Swarms.
Build with Swarms Cloud or discover agents in the Marketplace. Sign up and get $5 in free API credits.