April 20–24, 2026 · Swarm Foundation
For five days in late April, the Swarm community came together for the Swarm Accelerator Hackdays 2026 — a builder-first event focused on shipping real tools, apps, and integrations on top of Swarm. Eleven teams formed, built, and demoed projects spanning AI agents, decentralized data marketplaces, mobile browsers, food traceability, email bridges, and more.
The throughline across all of them: practical infrastructure that makes Swarm easier to use, more accessible, or solves a real problem for users and developers today.
Here's what the teams built.

1. Swarm AI Data Exchange
Links: GitHub

The problem. AI agents and humans don't have a secure, private, and trustless way to share and monetize gated data with each other.
What they built. A decentralized data marketplace combining three primitives: X402 for payments, Access Control Tries (ACT) for gated content, and the ERC-8004 standard for permanent agent identities and discoverability. The team shipped CLI tools and an AI skill to register agents with ERC-8004, and extended the Swarm Model Context Protocol (MCP) to support ACT and marketplace catalog feed uploads.
Demo highlight. A discovery dashboard featuring autonomous LangGraph agents acting as sellers — trading AI-generated art and proprietary data using trustless identities and on-chain payments.
Next steps. Refine the X402 flow and MCP extension to production standards, and integrate ERC-8004 reputation registries so on-chain feedback with metadata can live on Swarm.
2. Full Circle
Links: swarmblocks.eth.limo · GitHub

The problem. Indexing and storing massive Ethereum historical datasets — think 25 million blocks and states — on Swarm is too slow, memory-intensive, and technically challenging today.
What they built. A TypeScript-based indexer with a JavaScript EVM to calculate historical wallet balances, paired with a caching proxy that manages chunk uploading. The team experimented with three indexing strategies: mandatory manifests, SQLite databases, and proximity-order tries.
Demo highlight. A working prototype block explorer and validated chunk uploading and indexing mechanisms.
Next steps. Build out decentralized indexer infrastructure with validation, staking, and reward mechanisms — turning it into a permanent public good.
3. Swarm Collab
Links: GitHub (Apiary Suite)

The problem. Light clients on Swarm can't currently do real-time application communication without a centralized server in the middle.
What they built. A PubSub network designed for light clients. A broker node manages subscribers and broadcasts messages back to them. Messages are assigned a single chunk bound to the channel's topic, enabling stateless verification.
Demo highlight. A "Swarm Collab doc" application — a Google Docs alternative — running on top of the Swarm PubSub network, with Waku tested as an alternative transport, passing messages through broker peers.
Next steps. Allow light clients to join each other directly via the broker using UTR, and add incentives for message relaying.
4. Swarm Volumes API

The problem. Dynamic pricing in the existing Swarm postage stamp batch system makes data expiry hard to predict — and predictability is what developers expect from cloud storage.
What they built. A "good till canceled, pay as you go capacity reservation" model — called Volumes — implemented as a smart contract. An autonomous keeper bot tops up postage batches every minute to maintain storage.
Demo highlight. A live setup on Sepolia showing volumes ticking down and being automatically replenished by the bot.
Next steps. Make Volumes available in production on Gnosis Chain so agents can create and manage them directly.
5. MCP Swarm Apps

The problem. Complex Swarm operations are hard to surface natively inside natural-language AI assistants.
What they built. An MCP-App that recognizes user prompts and renders an interactive visual iframe directly inside an AI chat (demoed in VS Code Insiders) — bringing MCP-Apps and the Swarm MCP together in one interface.
Demo highlight. An AI interpreting requests to buy postage stamps and upload files by automatically filling parameters like size and TTL into the visual interface.
Next steps. Polish the Swarm MCP extension to production standards and merge it into the main repository.






