Tairon Launches MCP Supergraph to Connect Web3 Data with AI
Kyiv, Ukraine, September 2nd, 2025, Chainwire
First on-chain MCP Supergraph standardizes connection of decentralized data and AI systems at scale, and works with Web3 data as if it were native.
Tairon, which aims to connect every protocol or application to commercial LLMs via custom Model Context Protocol Infrastructure, has launched its MCP Supergraph to the public, making its on-chain registry, open server directory, and developer tooling available to all developers for the first time.
One side effect of the rise of Web3 and AI has been massive stores of decentralized data, with no standardized way to securely connect them at scale and across multiple chains. This has led to developers and AI systems struggling to access and effectively use the heavily siloed and fragmented data. This disconnect means LLMs and agents can’t reason over Web3 data in real time, and a lack of one shared standard for secure, verifiable access.
As Web3 integration accelerates, the lack of real-time data has become a major barrier to AI reaching its full potential in blockchain-based projects. With demand for AI solutions on the rise, this bottleneck continues to slow development and limit innovation for many emerging projects.
Tairon addresses this problem with the MCP Supergraph, providing an on-chain registry for publishing and versioning MCP servers, a shared protocol for AI to query, reason, and act on Web3 data, and new developer framework for publishing, validating, and managing servers at scale. The first-of-its-kind on-chain Supergraph enables AI systems and developers to work with Web3 data as if it were native, equipped with developer-ready tooling, complete with a dashboard, CLI, and lifecycle management, making running and managing MCP servers seamless.
“One of the biggest lessons is that infrastructure only works when it’s simple for developers to adopt. If publishing or integrating takes too much effort, it won’t matter how dynamic the technology is. Making complex systems straightforward and transparent from the start is what drives real adoption,” said Andrii Miloshin, Tairon Chief Technology Officer.
MCP Supergraph is AI-native by design, built for LLMS, agents, and applications to query, reason, and act on decentralized data in real-time. It’s an open protocol, as opposed to a closed API, and Tairon standardizes how developers and AI systems can access data across chains. Competitors focus on data access, but Tairon’s unique offering in MCP Supergraph makes Web3 data machine-readable and AI-accessible at scale.
Tairon is the first company to bring decentralized data into AI’s native language, its team drawing on cross-domain expertise in machine learning and Web3 engineering, drawing from Cerbo.ai, Dreamery, and Upland. Supergraph already integrates with nearly 100 protocols, including leading ecosystems like Ethereum, Polygon, and Arbitrum, with a goal of 300 integrations by the end of the year and 1,000 by mid-2026.
About Tairon
Tairon connects decentralized data to AI, and powers Web3’s MCP Supergraph, the on-chain index connecting LLMs and apps to decentralized computation and datasets. The founders created Tairon because they saw first-hand that there was no way to connect decentralized data and AI systems securely, at scale, and across multiple chains. Tairon’s economy is powered by $TAIRO, the native token that drives publishing, infrastructure coordination, feature access, and governance across the MCP Supergraph. The Tairon team combines machine learning and Web3 engineering experience, drawing from Cerbo.ai, Dreamery, and Upland.
Users can follow the latest updates from Tairon on X and Github.