Hgraph is the data layer for onchain finance: one platform to query, move, and price value across chains. The world's assets are moving onchain, and the hard part is no longer issuing a token, it's moving real value between networks and keeping the data behind it correct at every step. That's what we build for. This year alone we helped move regulated stablecoins across ledgers in a central-bank tokenized-money pilot and expedited a real-world-asset data feed to feature-complete. There's more cross-network RWA work in flight that we'll share as it lands.
We are a full-stack, multi-chain platform teams reach for when the data has to be right and the rails have to hold. Here's where we're at in 2026 so far.
TL;DR
- Hgraph now indexes and serves onchain data across a multi-chain footprint, with fully indexed, queryable data live on Ethereum and Hedera and more chains in progress.
- Re-imagined our app this year: team workspaces, enterprise features, and re-designed API playgrounds.
- Run production DeFi and build the bridges that move real value across chains. Bring your organization onchain with the right tooling.
- Point an AI assistant at live onchain data and ask in plain language: no query language, no API key. Hgraph has the tooling and custom agentic solutions.
- Built the cross-chain interoperability layer for a central-bank tokenized-money pilot.
Real value moves across chains
This is a pattern we see everywhere: the world is already being tokenized. Moving real value between chains and data observability are the two remaining pillars, so we do both. We index the flows, and we build and run the infrastructure that moves value across them.
We run DEX aggregation and a cross-chain stablecoin bridge across Hedera, Ethereum, Base, Polygon, and Avalanche: production DeFi on our own infrastructure, and that cross-chain bridge technology is core to what we offer.
Tokenization is where data and rails meet. We index ERC-20, ERC-721, and the ERC-1400 security-token standard that regulated real-world assets depend on, and we write openly about what actually makes tokenization work, from the standards worth watching to why the real constraint is scope, not technology. A leading tokenized-RWA data platform became the first customer of our ERC token indexer, and we expedited it to feature-complete for their needs on Hedera.
If you are bringing real-world assets onchain, one partner covers the data and the rails, instead of stitching a bridge vendor to a data vendor and hoping the two reconcile.
Some of our boldest work stays quieter. This year we built and demoed a working cross-chain round-trip for a traditional-finance firm bringing tokenized mortgage-backed securities onchain, moving value from a Cosmos-based home chain to an EVM chain and back. The pattern behind it, regulated assets crossing ecosystems, is exactly the problem more institutions are about to face.
One platform, many chains
Underneath all of it is one platform, so you are not wiring together a node here, an indexer there, an RPC provider, and a dashboard on top, each with its own cost and its own way of failing. Hgraph serves queryable onchain data however your stack wants to consume it: a GraphQL API, REST, JSON-RPC, WebSocket subscriptions, an SDK, and an MCP endpoint for AI clients.
Ethereum, Hedera, Base, BNB Chain, Polygon, Avalanche, Provenance and more!
We run RPC and node access across sixteen mainnet networks and counting, with fully indexed, queryable data live on Ethereum and Hedera and more chains' indexers landing steadily. We lead on breadth of access and stay precise about depth. When our customers need the data to go deeper, we work with those teams to make it happen, and we ship those innovations to our other customers.
The teams that live inside this data feel the difference first: a wallet team went from paging through a couple hundred token holders at a time to pulling them all in seconds. That kind of speed comes from owning the stack: we run our own bare-metal infrastructure rather than reselling a hyperscaler's cloud, so performance, reliability, and cost stay in our hands, and in yours.
What we shipped in 2026
This has been our busiest year of shipping: more chains, more depth, and less friction to get at all of it. The new Hgraph App brings it all together.
We rebuilt the product from the ground up. This spring we launched a new site, then a re-imagined app with multi-chain support, team workspaces, and API playgrounds you can query right in the browser. It is the front door to everything below.
We took the platform beyond a few chains. In May we shipped indexed Ethereum data: the full history, more than 22 million blocks and billions of log entries, with ERC-20, ERC-721, and ERC-1155 transfers decoded and chain reorganizations handled automatically. Reconstructing token history from raw logs is the kind of work most teams should never have to do, so we did it for you.
We started pricing the market. Our new Top Fungible Tokens board ranks Hedera's HTS tokens by a composite of market cap, DEX volume, and onchain activity, drawn from real liquidity rather than a single quoted source. It is the foundation of a token price layer we are steadily widening.
And we expanded our network analytics with new ERC-account and DeFi metrics in Hedera Stats, so teams can measure what is actually happening onchain, not guess at it.
Point your AI at onchain data
The way people ask questions of data is changing, and we built for it. Our AI Data Agent lets you query live Hedera data in plain language, with no setup and no API key: you ask, it answers, no query language required. More chains and capabilities are coming.
For teams wiring AI into their own tools, our MCP server connects AI clients to live Hedera data over a standard interface. Our Intelligence layer points at one outcome you can already see taking shape: agents that discover, query, and pay for data on their own. Agent-native, pay-per-query access is where we are heading, and we are building it now.
The teams building on Hgraph
The clearest signal is who builds on us. Teams across non-custodial wallets, DeFi and lending protocols, RWA and tokenization platforms, and payments infrastructure build on Hgraph. We grew our own team this year to keep pace with the work, and we show up where it happens: Consensus in Miami, TokenizeThis in NYC, and Duke's Digital Assets conference this year.
Let's build!
Everything here is a product you can use today. Start on a free tier and build against live data, then scale into paid tiers, Essential, Developer, Team, and Premium, as your needs grow. A usage dashboard shows you exactly what you are consuming, from per-request activity to latency to how much rate-limit headroom you have left, so cost and capacity are never a surprise. You can go from sign-up to your first query in minutes, and when you want a person instead of a form, email us at build@hgraph.com.
Where we are headed
Our expansion comes through focus. The strongest pull we feel right now is from AI agents that need trustworthy onchain data to act on, and that is exactly where we are pointing our energy: the data an agent needs, the access it can reach on its own, and the economics that let it discover, query, and pay for precisely what it uses. We have found real demand here, and there is a lot more coming soon.
We are pushing the same thesis further into the second half of 2026: more chains moving from access into full indexing, pay-per-query access for AI agents, and real-world-asset and institutional data indexed on the same rails. We build in the open, and we would rather show you than pre-announce, so watch this space closely.
If that is the future you are building toward, build it with us, and tell us what you need next. The roadmap bends toward the teams who show up. Start building for free at hgraph.com, or talk to us about a custom build.
Ok, now back to building...