Stories by Unmarshal on Medium

Unlocking the Power of DeFi with Real-Time Data

Unmarshal — Wed, 27 Aug 2025 08:51:58 GMT

Decentralized finance has transformed the way we think about money, lending, and trading. But underneath all the innovation lies a simple truth: DeFi is only as strong as the data that drives it. Every swap, stake, and yield calculation relies on accurate, up-to-date information. Without it, platforms falter, users lose trust, and opportunities slip away.

At Unmarshal, we understand that. That’s why we built APIs that deliver reliable, real-time DeFi data across multiple chains. Our mission is to give builders the foundation they need to create experiences that are fast, secure, and dependable.

Why Data Matters in DeFi

In DeFi, timing isn’t just everything, it’s the only thing. Trades happen in seconds, liquidity shifts constantly, and user decisions are only as good as the data they rely on. That’s where Unmarshal steps in. We transform raw on-chain activity into structured, trustworthy data that can be queried instantly.

The Builder’s Advantage

For DeFi developers, having reliable data isn’t optional, it’s the difference between a platform that thrives and one that struggles. Unmarshal provides a full suite of APIs designed to empower builders with instant, accurate, and actionable information:

Token Balance API: Track every token in a wallet, including real-time prices, USD value, and price movements.
Transactions API: Decode complex transactions into a single-line, human-readable description.
Transaction Details API: Access every detail of a transaction — token transfers, receipts, and historical prices at the time of execution.
Profit & Loss API: Monitor gains or losses for each token, helping users understand portfolio performance at a glance.
Tokens API: Search thousands of tokens in fractions of a second, complete with symbol, logo, and total supply.
Price API: Get real-time and historical prices for every token on your favorite DEX.

With these tools, builders can focus on creating innovative DeFi experiences instead of worrying about fragmented or delayed data. Everything, from portfolio tracking to analytics dashboards, is powered by fast, reliable, and cross-chain blockchain intelligence.

The Future of DeFi

DeFi is evolving into an ecosystem that demands speed, composability, and intelligence. Builders need data they can trust, instantly and across all chains.

We don’t just feed numbers. We power decisions. We enable experiences. We’re helping shape a world where DeFi is faster, smarter, and more reliable than ever before.

About Unmarshal

Unmarshal AI is a leading Multi-chain Web 3.0 data network, empowered by AI and decentralized infrastructure, delivering granular, reliable, and real-time data to dApps, DeFi protocols, NFTs, Metaverse, and GameFi solutions. Our AI-powered platform offers seamless access to blockchain data from Ethereum, Polygon, BNB Chain, Avalanche, Fantom, Celo, Solana, Klaytn, Moonbeam, Kadena, Arbitrum, Optimism Network, Metis, and XDC Network. Leveraging our network of data indexers and transformation tools, Unmarshal AI empowers Web 3.0 applications on any chain, offering a comprehensive view of transformed data and leading the charge in Blockchain and AI integration.

Website | Telegram Chat | Telegram Ann | Twitter | Discord

Unmarshal The Intelligence Layer for AI Agents in Crypto

Unmarshal — Wed, 20 Aug 2025 11:49:17 GMT

For the last few years, Unmarshal has been recognized as a reliable data indexing platform, providing clean, real-time blockchain data for developers, protocols, and enterprises. This foundation has allowed thousands of builders to access accurate on-chain information with speed and efficiency.

But the role of data in web3 is evolving. As artificial intelligence advances, the next major wave of applications will not be dashboards or manual tools, but autonomous agents that can understand, act, and execute on behalf of users. These agents will require more than raw data, they will need structured intelligence, context, and trustless execution in real time.

This is the gap Unmarshal is now stepping into.

Why Intelligence Matters

AI agents operating in crypto face a fundamental challenge: while they can be trained on market patterns or user intent, their decision-making is only as strong as the data infrastructure beneath them. Delayed, inaccurate, or fragmented data undermines their ability to execute safely.

Unmarshal is building the intelligence layer that bridges this gap. Think of it as a crypto-native knowledge engine: data pipelines enriched with context across tokens, liquidity, NFTs, DeFi protocols, governance events, and real-time market activity. This allows AI agents not just to “see” blockchain activity, but to reason about it and act reliably.

What This Unlocks

For developers: Access to AI-ready data infrastructure to build powerful crypto agents, from trading bots to portfolio managers to intent-driven dApps.
For users: Smarter, more autonomous tools that can trade, invest, and manage assets with contextual awareness and trustless precision.
For the ecosystem: A path toward a crypto AI stack where intelligence is native, decentralized, and transparent.

The Role of $MARSH

As Unmarshal evolves, the MARSH token moves from being a utility within indexing to becoming a critical component in this intelligence economy. MARSH will secure the data layer, govern intelligence pipelines, and serve as the medium for AI-agent queries and transactions. In other words, it becomes the fuel that powers autonomous on-chain intelligence.

The Road Ahead

This is not a pivot but an expansion of purpose. The same reliable data infrastructure that powered Unmarshal to date will remain at the core, but it will now be extended into a broader vision: enabling the age of crypto AI agents.

In the coming weeks, we will share:

Our roadmap toward a Crypto LLM, a domain-specific large language model trained on blockchain data.
Early partnerships with AI and crypto projects building autonomous agents.
Demonstrations of agent prototypes built on Unmarshal pipelines.

The convergence of AI and crypto is not a distant future, it is the natural next step. By positioning ourselves as the intelligence layer, Unmarshal aims to be at the foundation of this transformation.

About Unmarshal

Website | Telegram Chat | Telegram Ann | Twitter | Discord

How Indexed Data Powers The Entire Web3 Ecosystem

Unmarshal — Fri, 15 Aug 2025 12:10:48 GMT

Web3 has promised a future built on decentralization, transparency, and composability. But while blockchains offer the infrastructure for these ideals, they don’t offer usability out of the box. Underneath the hood, the data is dense, fragmented, and hard to work with.

That’s where indexed, queryable data becomes essential, it’s the invisible engine powering the dApps, wallets, and protocols we interact with every day.

Indexing takes raw, real-time blockchain data and transforms it into clean, structured outputs that can be easily queried via APIs. With this, developers can build experiences that are not only seamless but also reactive and intelligent.

Indexing provides:

Live API access to blockchain data
Searchable, human-readable formats
Real-time updates for apps and protocols
Cross-chain interoperability
Compliance, automation, and auditability

In short, indexing makes Web3 usable.

Unmarshal’s Decentralized Data Indexing Layer

At Unmarshal, we’ve spent the last four years building a decentralized data layer designed to bring structure and clarity to the blockchain mess.

With support for over 50 chains, we power everything from RWA token data and AI agent pipelines to DePIN metrics and DeFi analytics. Our network is trustless, decentralized, and secured by EigenLayer’s AVS, reinforcing verifiability at the infrastructure level.

We don’t just serve data, we serve it in a way that’s ready for composability, scale, and production.

Why This Matters

The future of Web3, whether it’s tokenized real-world assets, autonomous AI agents, or DePIN infrastructure, all hinges on one thing: fast, transparent, cross-chain data access.

Tokenization alone isn’t enough. Interoperability isn’t enough. Even decentralization isn’t enough, not without the ability to trust and verify the data in real time.

And that’s exactly what Unmarshal delivers.

Conclusion

As we push into an era where Web3 powers financial systems, AI coordination, and edge infrastructure, the importance of indexing grows exponentially.

Without it, innovation slows. With it, everything from smart contracts to DAOs can operate with confidence.

Unmarshal is laying the data foundation for this new wave.

If you’re building for the future, we’re indexing it.

About Unmarshal

UnmarshalAI is a leading decentralized multi-chain data network, enabling Web3 projects to access accurate, real-time blockchain data across 50+ blockchains, including Ethereum, Base, Optimism, BNB Chain, Avalanche, Mode Network, and Fantom, making it one of the most versatile Web3 data providers.

Leveraging AI-driven solutions, Unmarshal enhances data accessibility and insights for RWA, DePIN, AI Agents, DeFi, NFT, and GameFi platforms. Through robust APIs, notification services, and no-code indexers, it empowers dApps to deliver seamless user experiences while ensuring transparency, scalability, and innovation at the forefront of Web3 advancements.

How Indexed Data Powers The Entire Web3 Ecosystem was originally published in unmarshal on Medium, where people are continuing the conversation by highlighting and responding to this story.

Real-World Use Case of AI in Web3

Unmarshal — Wed, 06 Aug 2025 09:37:42 GMT

The integration of artificial intelligence (AI) into the Web3 ecosystem is transforming how we interact with decentralized technologies. As the demand for more efficient, user-centric applications grows, AI offers innovative solutions that enhance functionality and streamline processes. This article explores several compelling real-world applications of AI in Web3, highlighting its transformative potential across various sectors.

Enhanced User Experience

AI significantly improves user experience on decentralized platforms by personalizing interactions. By analyzing user behavior and preferences, AI can tailor services to meet individual needs. For instance, in DeFi applications, AI algorithms can monitor user activity and suggest optimal investment strategies based on real-time market conditions. This personalized approach fosters deeper engagement and satisfaction among users, making decentralized applications more accessible and intuitive.

AI Agents: Intelligent Digital Assistants

AI agents represent a significant advancement in how users interact with Web3 applications. Unlike traditional chatbots, which operate on predefined scripts, AI agents are capable of understanding context and making autonomous decisions. They can perform complex tasks, such as managing financial portfolios or facilitating transactions, without direct human intervention. For example, an AI agent could analyze market trends and execute trades on behalf of a user, optimizing their investment strategy while minimizing risks.

These agents can also enhance customer support within decentralized platforms by providing real-time assistance for user inquiries. By leveraging natural language processing (NLP) and machine learning, AI agents can understand nuanced questions and deliver accurate responses, improving overall user satisfaction.

Smart Contracts and Automation

The automation capabilities of AI enhance the functionality of smart contracts in Web3. These contracts can be programmed to adapt to changing conditions in real-time. For instance, an AI-driven smart contract might automatically adjust loan terms based on a borrower’s creditworthiness or market fluctuations. This level of automation not only increases efficiency but also minimizes the potential for disputes, allowing for smoother transactions within decentralized ecosystems.

Security and Fraud Detection

In a decentralized environment, security is paramount. AI can bolster security measures by analyzing transaction patterns and user behaviors to identify anomalies indicative of fraudulent activities. By employing machine learning techniques, Web3 platforms can proactively detect suspicious behavior and mitigate risks before they escalate. This proactive approach builds trust among users, ensuring a safer online environment.

Automated Customer Support

AI-driven chatbots are revolutionizing customer support within Web3 applications. These intelligent systems provide real-time assistance by understanding user queries and offering relevant information or solutions. By integrating AI chatbots into decentralized platforms, businesses can enhance user engagement and streamline support processes, ensuring that users receive timely help without overwhelming human resources.

Content Moderation for Decentralized Platforms

As decentralized social networks grow, effective content moderation becomes increasingly important. AI algorithms can facilitate real-time content moderation by automatically identifying and flagging inappropriate content or spam. This capability ensures that communities remain safe and welcoming while allowing users to engage freely without fear of harassment or abuse.

Conclusion

The integration of AI into the Web3 ecosystem represents a revolutionary advancement in how we engage with technology and manage digital activities. By enhancing user experiences through personalization, automating processes with smart contracts, strengthening security measures, facilitating efficient identity verification, and deploying intelligent agents for customer support, AI is set to transform various aspects of the decentralized landscape.

As these technologies continue to evolve, the potential for innovative applications will only grow, paving the way for a more intelligent and user-centric digital future. Embracing this transformation will enable businesses to harness the full potential of both AI and blockchain technologies — creating a more efficient and inclusive digital landscape where users are empowered to interact and collaborate seamlessly.

About Unmarshal

Website | Telegram Chat | Telegram Ann | Twitter | Discord

Real-World Use Case of AI in Web3 was originally published in unmarshal on Medium, where people are continuing the conversation by highlighting and responding to this story.

Unmarshal Data Layer: Fuel for AI Agents

Unmarshal — Thu, 03 Jul 2025 12:51:24 GMT

The AI Agent economy is rapidly growing into one of Web3’s most transformative layers.

Fetch AI alone records over 2 million live AI agents, each automating tasks like transaction execution, etc. And that’s just one network. In the coming years, that number won’t just double, it will multiply across every protocol, platform, and chain in Web3.

Across the ecosystem, AI agents are becoming the backbone of autonomous infrastructure; operating faster than humans ever could.

But there’s one thing every autonomous agent, no matter how advanced, depends on: Data.

Not raw blocks or fragmented RPC endpoints but clean, structured, real-time on-chain data. They must know what’s happening across chains; who’s transacting, which tokens are moving, what assets are held, and how protocols are behaving. Without that data, they can’t perform tasks. That’s where Unmarshal comes in.

Let’s find out how in this blog we’ll explore how Unmarshal serves as the core data layer for AI-driven systems across Web3.

Turning On-Chain Data into Machine-Readable Context

AI agents are not designed to decode block data directly. They don’t sift through logs or manually index events. Instead, they rely on structured, enriched datasets that can be consumed and acted on in real time.

Unmarshal bridges that gap by transforming low-level on-chain activity into contextualized API responses; fast, reliable, and formatted for automated systems.

The API suite spans:

DeFi: Includes APIs that provide access to comprehensive data on token assets, transactions, P&L, and more.
NFT: Comprises a list of data APIs including NFT Assets, NFT transactions, NFT ID, etc.
Notification: An API that allows you to get notified on all transactions carried out by a wallet.

Every endpoint is optimized for real-time delivery and indexed across multiple chains simultaneously. This allows agents to query data without processing or assembling the data themselves.

Real-Time Responsiveness at Scale

Responsiveness is essential for agent execution. Whether tracking an imminent liquidation, responding to protocol state changes, or capturing high-frequency events, the ability to query accurate data in real time is non-negotiable.

Unmarshal’s infrastructure guarantees low-latency responses (under 100ms latency) and pushes updates within seconds of finality. With these APIs, agents can react instantly to changing network states.

This timing advantage directly translates into smarter execution, minimized risk windows, and competitive edge for AI-based automation.

One API, All Chains

AI agents are increasingly designed to operate across chains. For use cases such as bridging, arbitrage, protocol routing, and wallet-level analysis, cross-chain visibility is non-negotiable.

Unmarshal offers a unified interface for querying on-chain data from 50+ networks. Agents can run multi-chain logic without juggling multiple providers, APIs or schema variations. Every response follows a standard structure regardless of chain, allowing developers to focus on logic rather than integration.

This abstraction layer is particularly critical for agents that aggregate liquidity, track wrapped assets, monitor DAOs across L2s, or interface with bridged contracts.

Basically makes it possible to build truly cross-chain agents with minimal overhead.

Conclusion

The future of Web3 will be increasingly autonomous.

Their speed, autonomy, and ability to scale far beyond human capacity make them ideal for monitoring, optimizing, and executing in complex, multi-chain environments.

But none of it works without data that is structured, fast, trustworthy, and complete.

That’s what Unmarshal bridges. It’s a foundational layer that enables artificial intelligence to happen on-chain and across chains all at once.

As the agent economy scales, Unmarshal APIs will remain the fuel behind every action.

About Unmarshal

Unmarshal Q2 2025 Recap

Unmarshal — Mon, 30 Jun 2025 17:25:00 GMT

As the decentralized web continues to evolve, Unmarshal is playing a critical role in shaping how blockchain data is accessed, indexed, and deployed across ecosystems. The 2nd quarter of 2025 marked a pivotal period in Unmarshal’s journey, one that emphasized operational maturity, ecosystem expansion, and long-term alignment.

From onboarding the first AVS operator and executing a major token burn to forging high-impact partnerships in DePIN, AI, and L2 ecosystems, here’s a full recap of everything Unmarshal built in Q2 2025.

Integration with Base

We officially integrated with Base, Coinbase’s Ethereum L2, bringing our core tools; Smart Notifications, Robust APIs, and Parsers, into one of the fastest-growing developer ecosystems in Web3.

Base is cost-efficient, composable, and fast. Now, developers building on Base can access Unmarshal’s full suite of data APIs and event triggers without worrying about infrastructure complexity.

Read Full Announcement

Launched 2025 Buy Back and Burn

We launched the 2025 $MARSH Buyback and Burn Program, aiming to remove 4,000,000 $MARSH from circulation over the course of the year.

As part of this initiative, 250,000 to 300,000 $MARSH will be burned every quarter, funded entirely by protocol revenue. The program includes both open market buybacks and treasury burns, reinforcing long-term alignment between network activity and token value.

With growing traction across DeFi, RWA, AI, and DePIN narratives, this program marks a clear shift toward sustainability and intentional growth.

Strengthening the Network with NodeOps

A major milestone this quarter was the onboarding of NodeOps as one of the first AVS operators on the Unmarshal Decentralized Network.

NodeOps brings deep expertise in permissionless infrastructure orchestration, and their involvement marks a critical step toward launching a high-uptime, economically aligned, and scalable node infrastructure.

Their participation ensures that the network begins its next phase with robust performance and decentralization as core design pillars.

Learn More

Executing the Q2 Token Burn

To reinforce token sustainability and network alignment, Unmarshal burned a total of 500,000 $MARSH in Q2 2025. This included:

350,000 $MARSH repurchased from the open market, funded directly by protocol revenue
150,000 $MARSH burned from treasury reserves

This burn is part of a broader structured buyback strategy, set to continue quarterly throughout 2025, and reflects the team’s commitment to a deflationary model that benefits long-term participants.

Learn more

Expanding into DePIN with Meganet

Unmarshal partnered with Meganet, a decentralized bandwidth-sharing network with over 5.7 million active nodes globally. This partnership brings Unmarshal’s data infrastructure to Meganet’s edge compute ecosystem, enabling visibility, monitoring, and real-time coordination at scale.

As DePIN continues to gain relevance in Web3, this collaboration reinforces Unmarshal’s role as the data layer powering decentralized physical infrastructure.

🔗Learn more

Unmarshal x GPTVerse

In another AI-focused partnership, Unmarshal joined forces with GPTVerse, a platform at the intersection of AI, immersive experiences, and agent-driven dApps.

By integrating our decentralized data infrastructure, GPTVerse now has real-time access to multi-chain data streams, powering use cases ranging from AI tutors to multiverse environments.

It’s the kind of collaboration that turns futuristic ideas into deployable reality.

Learn more

Unmarshal x Euler AI

In partnership with Euler AI, Unmarshal began powering real-time data feeds into an SVM-based agent execution layer. The integration enables:

On-chain data for agent training and inference
Smart notifications and event triggers
Wallet APIs for agent-controlled execution
Instant access to historical and live blockchain state

This supports a future where autonomous agents can act across decentralized environments with speed, accuracy, and on-chain awareness.

Learn more

Global Outreach

Unmarshal made its presence felt at TOKEN2049 Dubai, engaging directly with leading founders, partners, and ecosystem builders. The event offered a platform to strengthen our strategic relationships and showcase the growing role of data infrastructure in emerging sectors like DePIN, RWA, and AI-based execution.

Community Engagement

To drive community engagement and education, Unmarshal launched a Thread Competition, inviting creators to explore our products and share their insights.

With a 5,000 $MARSH prize pool and no strict format, this was a direct invitation to the ecosystem: tell our story in your voice.

Community AMAs

Unmarshal hosted two high-value AMA sessions in Q2:

Euler AI x Unmarshal AMA: A deep dive into the future of AI-native infra
Founder AMA with Manohar Shetty: Updates on roadmap, decentralization progress, and long-term plans

Founder AMA Recap: https://twitter.com/i/spaces/1zqKVjEYnjdKB

These sessions offered transparency and opened up direct lines of communication between the team and the community.

Looking Ahead

Unmarshal is now entering a phase of focused execution.

The priorities going forward are to deepen support for DePIN and RWA ecosystems, continuously execute a structured buyback strategy that reflects true economic alignment, and expand through meaningful partnerships and network-level integrations.

The momentum is now stronger and we won’t stop shipping.

About Unmarshal

Powering RWAs with Real-Time Data

Unmarshal — Fri, 27 Jun 2025 16:31:34 GMT

The tokenization of RWAs is a present priority in the web3 ecosystem. From private credit and real estate to treasuries and invoice markets, institutional interest in RWA protocols has surged. Yet beneath the headlines and valuations lies a less visible, but more essential layer: real-time data infrastructure.

As RWAs transition from pilot phases to meaningful on-chain utility, the market’s ability to index, validate, and distribute live data becomes the backbone of trust, liquidity, and composability. Without structured and up-to-date data pipelines, even the most well-engineered RWA assets risk becoming opaque, illiquid, or non-compliant.

Understanding Real-World Assets (RWAs) and Their Importance

Real-world assets encompass a broad spectrum of value-bearing instruments, from physical assets like real estate, precious metals, and artwork to financial instruments such as bonds, equities, and private credit. Tokenization, the process of representing these assets as digital tokens on a blockchain, unlocks unprecedented benefits, including enhanced liquidity, fractional ownership, and transparent, auditable transactions. By February 2025, the RWA market had surged to approximately $17.8 billion, a 455% increase over three years, with projections estimating a potential market size of $10 trillion by 2030.

The promise of RWAs lies in their ability to democratize access to traditionally illiquid or exclusive markets. For instance, fractional ownership enables retail investors to own portions of high-value assets like commercial real estate or fine art for as little as $50, while 24/7 trading on blockchain platforms eliminates the constraints of traditional market hours. Moreover, tokenization streamlines processes like trading, clearing, and settlement, reducing counterparty risk and operational costs.

However, tokenized RWAs are only as valuable as the data that underpins them. Without accurate, real-time information on asset valuation, ownership, collateralization, and market dynamics, the trust and functionality of RWAs falter. This is where Unmarshal’s advanced data solutions come into play, addressing the critical need for seamless data integration in the RWA ecosystem.

The Hidden Complexity of RWA Data

Tokenizing real-world assets isn’t just about wrapping an asset and placing it on-chain. The challenge lies in:

Synchronizing off-chain state changes (e.g., property transfers, bond payments, legal events)
Maintaining up-to-date metadata (ownership, valuation, risk metrics)
Ensuring verifiable proof of source (audit trails, legal attestations)
Making all of this data available on-chain or adjacent to on-chain logic

In contrast to native digital assets, RWAs introduce non-deterministic variables: human-triggered events, jurisdictional nuances, and financial reporting cycles. For RWAs to integrate into DeFi, institutional dashboards, or cross-chain strategies, this complexity must be abstracted and presented in clean, queryable formats.

And that demands real-time indexing.

Unmarshal’s Role in Delivering Real-Time RWA Data

Unmarshal is building foundational infrastructure to support the next wave of RWA growth, with a focus on real-time, structured, and decentralized data availability.

Here’s how:

Real-Time APIs for RWA Data Access

Unmarshal’s suite of robust APIs delivers structured, real-time blockchain data that RWA projects can plug into directly. This includes token balances, ownership records, transaction metadata, and on-chain valuations; all accessible through fast, composable endpoints. For platforms tokenizing real-world assets, these APIs eliminate the need to build internal data infrastructure, ensuring consistent performance across chains and user interfaces.

Chain-Agnostic Indexing Engine

Unmarshal’s architecture supports over 50+ chains, enabling RWA protocols to plug in regardless of their preferred L1 or L2. Whether a real estate token lives on Polygon or a treasury bond on Avalanche, Unmarshal can stream and decode relevant contract data in real-time.

Notification Layer

Protocols can receive webhook-based alerts for any on-chain action related to their assets, enabling instant UI updates, compliance checks, or automated downstream logic.

Use Case: RWA x DeFi

Consider a DeFi protocol that accepts tokenized private credit as collateral. If the underlying data infrastructure lacks real-time indexing, the protocol becomes vulnerable. Borrowers can exploit delays in loan status updates, liquidators may act on outdated valuations, and core metrics like TVL and exposure can be miscalculated, potentially triggering cascading failures.

With Unmarshal’s infrastructure in place, these risks are mitigated. Asset status updates are streamed as they occur, allowing risk metrics to be recalculated immediately. Dashboards reflect the current state of every asset, ensuring that protocols and users are always interacting with accurate data, not lagging behind it.

This kind of precision and consistency is critical not only for DeFi protocols but also for fund administrators, asset managers, insurance platforms, and AI-powered compliance engines that depend on reliable and timely asset information to operate effectively.

Conclusion

As RWAs move from narrative to necessity, the infrastructure demands will become sharper and more unforgiving. Projects that can’t keep their data accurate, accessible, and live will be left behind, no matter how impressive their token models or institutional partnerships.

Real-time data is the lifeline of tokenized assets. And powering that data flow (reliably and openly) is the infrastructure challenge Unmarshal is built to solve.

About Unmarshal

Unmarshal Parser Explained | The No Code Real Time Data Indexer

Unmarshal — Tue, 24 Jun 2025 15:48:39 GMT

In Web3, data is public, but not usable by default. The real bottleneck is not access, but accessibility. Building pipelines from raw logs to structured insight takes engineering time that most teams don’t have.

Every on-chain interaction (from token swaps to lending positions) emits raw, unstructured data. Before it can power analytics, automation, or user-facing applications, that data needs to be decoded, indexed, and served in usable formats. Traditionally, this meant setting up custom indexers, syncing nodes, or relying on complex middleware.

For lean teams and fast-moving builders, that’s a heavy lift.

Unmarshal Parser changes that.

It turns any smart contract into a live, queryable data stream, without writing backend code or managing infrastructure. Whether you’re tracking events, state changes, or building dashboards, the Parser gives you production-grade access in minutes.

Let’s explore how it works and why it matters.

What is the Unmarshal Parser?

The Parser is Unmarshal’s in-house indexing engine, built to transform live smart contract activity into structured, developer-ready data.

Once a developer registers a contract, the Parser automatically tracks selected events or state variables. It identifies new blocks, filters relevant activity, and formats it into datasets that are accessible through familiar tools.

This dramatically simplifies the most time-consuming part of Web3 development: making contract data usable.

Key Features

No-Code Smart Contract Integration

Developers can register a smart contract via the Parser dashboard and select which events or fields to index. There’s no backend logic to write, no infrastructure to maintain.

Real-Time Indexing

The Parser indexes new block data continuously. Event emissions and state changes are captured with minimal delay, ensuring near real-time updates for user-facing apps or internal systems.

Multi-Chain Coverage

It supports multiple EVM-compatible chains, including Ethereum, Polygon, BNB Chain, and others. Developers can work across networks without duplicating their setup.

Structured Data Outputs

Once parsed, the data is instantly accessible through:

→ GraphQL APIs for dynamic querying

→ Unmarshal’s In-house Data Explorer & Dynamic API for quick visual access and flexible, customizable integrations

→ Metabase Dashboards for visualization

→ Prebuilt analytics modules for use-case-specific insights

Use Cases

DeFi protocols tracking vault activity, trades, or liquidations
NFT platforms index sales, listings, and ownership transfers
RWA/DePIN projects map real-world interactions to on-chain records
AI agents need live feeds of smart contract data for execution logic

Parser delivers on transparency, improves user experience, and ensures contract data is always accessible and actionable without added friction.

Real-Time Notifications

For teams that want to act instantly on contract events, the Parser now supports real-time notifications via webhook subscriptions.

After indexing a contract, developers can subscribe to specific functions or events by providing a webhook URL. Whenever that event is triggered on-chain, a payload is immediately pushed to the subscriber.

This removes the need for polling or manual data checks, allowing builders to automate workflows, trigger off-chain actions, or update frontend states the moment something happens on-chain.

It’s a powerful addition for dApps, bots, alert systems, and any product that needs event-driven responsiveness.

Conclusion

Data is the lifeblood of any dApps, and smart contract logic means nothing without visibility.

The Unmarshal Parser is designed to bridge that gap, without requiring engineering teams to become infrastructure providers. It turns every on-chain event into an opportunity for insight, automation, or action.

If you’re building in Web3 and want to cut straight to real results, the Parser is your starting point.

About Unmarshal

Unmarshal Multi-Chain Smart Notifications Engine

Unmarshal — Wed, 18 Jun 2025 16:43:40 GMT

In Web3, the speed of information is everything. From wallet tracking to DeFi liquidations, new token listings to trending trading pairs, timing defines outcomes.

Unmarshal’s Smart Notifications are built for that exact edge. They’re fast, accurate, and designed to deliver real-time alerts that keep users informed and protocols responsive, all without the bloat of manual tracking or heavy integrations.

What Smart Notifications Deliver

Unmarshal Smart Notifications provide plug-and-play access to on-chain activity with event-based alerts for:

Wallet Transactions: Get notified the moment tokens move. Whether it’s large transfers, inbound activity, or unusual wallet behavior, Unmarshal catches it in real time.
Protocol Positions: Stay on top of your lending, staking, or farming positions. Get liquidation warnings, claimable rewards, or strategy updates, exactly when you need them.
Trending Pairs: Spot DEX momentum as it forms. Smart Notifications surface high-velocity trading pairs so you can move before the crowd.
New Token Listings: Be first to know when new tokens are listed in your ecosystem. Early awareness often means early advantage.

Built for Developers

These alerts aren’t just fast, they’re dev-friendly. Whether you’re building a DeFi dashboard, a wallet app, or a trading terminal, Unmarshal’s infrastructure lets you integrate notifications in a matter of minutes.

Webhooks, Firebase, Telegram, in-app, you choose the delivery method.
No need to build your own indexers or polling systems.
Just subscribe to the events that matter and let Unmarshal handle the rest.

Why It Matters

Web3 users expect information instantly. They want to know when their LP position moves. When gas spikes. When an NFT drops. Unmarshal helps dApps deliver that precision, with minimal dev effort and maximal impact.

Smart Notifications improve retention, drive engagement, and reduce friction, giving your users a sticky, real-time experience that feels proactive, not reactive.

About Unmarshal

How Unmarshal’s Data Layer Is Powering DeFi In Real Time

Unmarshal — Thu, 12 Jun 2025 10:29:20 GMT

DeFi isn’t just a niche experiment anymore, it’s a global, decentralized financial system managing billions in liquidity, operating 24/7 across dozens of chains, and reshaping how we think about lending, trading, and earning. Whether it’s an advanced trading strategy, a liquidity pool, or a simple token swap, one thing stays constant: the need for fast, accurate, real-time blockchain data.

Behind every chart, dashboard, and DeFi app, there’s a hidden layer quietly doing the heavy lifting. It tracks token balances, decodes smart contract activity, calculates profit and loss, and serves pricing data with low latency. Without this layer, the DeFi experience would break down.

Unmarshal’s Real-Time Data Infrastructure

Unmarshal provides the modular infrastructure that makes DeFi usable, scalable, and reliable. It’s the layer between the raw blockchain and the polished user experience. With APIs built specifically for DeFi, Unmarshal enables developers to fetch structured, real-time data without spending weeks building indexers or decoding transaction logs.

Here’s how Unmarshal is enabling a seamless data layer for the most demanding DeFi applications:

Token Balance API: View real-time wallet holdings, including live token prices and USD values.
Token Transactions API: Get clean, human-readable descriptions of token transfers.
Transaction Details API: Understand the full context of a transaction, execution price, token flow, receipts.
P&L API: Monitor real-time gains and losses for every wallet and token.
Tokens & Price API: Search and fetch token metadata, supply data, and both real-time and historical pricing across multiple DEXs.

This isn’t generic data. It’s deeply decoded, DeFi-specific insight delivered with sub-240ms latency and 99%+ uptime , ensuring your app doesn’t just work, but works fast and reliably.

Built for Builders

DeFi development is already complex, bridges, wallets, smart contracts, UI flows. Data shouldn’t be another obstacle. With Unmarshal, teams can skip the grunt work of building indexers or decoding raw chain data and focus on what truly matters: shipping, scaling, and innovating.

Whether you’re building a yield aggregator, portfolio tracker, trading terminal, or on-chain analytics platform, Unmarshal provides the tools to power your backend, so your users never have to experience a delay, a missing transaction, or an outdated token price.

About Unmarshal