The Graph Launches Token API Beta with AI Integration
The Graph Launches Token API Beta with AI Integration
🤖 AI Speaks Blockchain Now

The Graph has launched its Token API Beta, bringing significant improvements to blockchain data accessibility:
- Natural language queries now enable direct token data access through AI assistants including Claude, Cursor, and Cline
- Built on Substreams data extraction instead of traditional RPC methods
- Provides real-time token data for AI agents, analytics, and wallet integrations
- Features include token balances, transfers, holders, and metadata access
Future roadmap includes expanded chain support, additional ERC-20 features, and ERC-721/SPL token integration.
Learn more at The Graph Documentation
AI agents lack quality blockchain data, making them unreliable for querying crypto wallet and price data. Not anymore. You can now get accurate, real-time token data via @cursor_ai using The Graph’s Token API 🔥 Perfect for analytics, token-aware AI agents, and more.
AI agents often fall short when it comes to real-time token data, limiting their usefulness for wallet integrations and price lookups. Not anymore. Get live token data with @cursor_ai through The Graph’s Token API Beta 🔥 Ideal for token-aware agents, analytics, and more.
⚡️ Missed the news? The Graph’s Token API Beta is live! Get token balances, transfers, holders, metadata & more - all with Substreams-powered data extraction. Check out what's supported & start building ⬇️
The Graph’s Token API Beta is live with support for @ethereum, @arbitrum, @BNBCHAIN, @0xPolygon, @Optimism & @base chains & more coming soon🔥 Fast, multi-chain token data for trading, wallets, & analytics ➕ LLMs can directly access the API without human help 🤖 Learn more ⬇️
The Graph’s Token API Beta is just the beginning. Next up: ⛓️ Expanded chain support 💡 More ERC-20 features 🛠️ ERC-721, SPL token support
The Graph’s Token API Beta is live with support for @ethereum, @arbitrum, @BNBCHAIN, @0xPolygon, @Optimism & @base chains & more coming soon🔥 Fast, multi-chain token data for trading, wallets, & analytics ➕ LLMs can directly access the API without human help 🤖 Learn more ⬇️
The Graph Token API Beta goes live in 2 days ⚡️ Built for wallets, explorers, and dapps that need fast, reliable token data powering their frontends. Token API Beta launches with limited functionality and many additional features on the way. Learn more and get early access ⬇️
The Graph Token API is launching soon 👀 ✅ Fast, scalable token data ✅ Seamless integration ✅ More efficient than RPCs Be among the first to integrate. Find out more and get early access ⬇️
ICYMI: You can now get real-time token data by just messaging AI! The Graph’s Token API Beta can be used with Claude by @AnthropicAI via Model Context Protocol, enabling natural language queries powered by Substreams. Ideal for analytics, token-aware agents, and beyond.
Building with AI? The Graph’s Token API Beta enables LLMs & AI agents to seamlessly query on-chain token data. Get started ⬇️
🚨SimpleHash's Token API is gone, but The Graph’s Token API beta service is now live. UX-optimized endpoints built on Substreams data extraction vs RPC methods to get the latest blockchain data & designed to give AI Agents seamless access via MCP servers. Check out initial
AI agents thrive on context. Need historical onchain data for model training? Or live data streams for real-time decision-making? The Graph’s Substreams deliver reliable blockchain data at scale, so your AI never misses a beat.
Training AI models? Fine-tuning autonomous agents? The Graph’s high-speed indexing ensures AI can ingest structured, real-time blockchain data, turning fragmented blockchain activity into actionable intelligence.
🚨The Graph’s Token API beta is here 🔥 UX-optimized endpoints built on Substreams data extraction vs RPC methods to get the latest blockchain data & designed to give AI Agents seamless access via MCP servers. Check out initial features, supported chains, & get building ⬇️
AI models trained on centralized data inherit biases & censorship. Web3 brings open, verifiable data—but it’s fragmented. The Graph makes blockchain data AI-ready—performant, reliable, and decentralized. AI 🤝 The Graph 🤝 web3
Imagine token data structured to train AI models… The Graph is expanding to serve all web3 data needs starting with the Token API, and it does more than just fuel dapps. The best choice for web3 builders looking to switch from SimpleHash. Get early access ⬇️
The Graph Token API is launching soon. 💱 Token Balances by Wallet ↔️ Swaps & Transfers by Token, Tx Hash, and Wallet 🔝 Token Top Holders 🤝 UniV2 pricing integration ℹ️ Metadata on token symbols/logos ➕ And more Find out more and get early access: thegraph.com/token-api/
The Graph Launches Substreams Foundational Stores for Faster Blockchain Data Access
**The Graph introduces Substreams Foundational Stores** - a new solution helping developers scale blockchain projects more efficiently. **Key improvements:** - **Deterministic data access** without multiple eth_calls - **Faster indexing** with lower latency - **Major reduction** in development time The stores eliminate the need for slow, costly RPC calls to redundant datasets or local data caches that previously made blockchain development tedious and expensive. **Perfect for:** - DeFi protocols - Wallet applications - Portfolio tracking tools This builds on The Graph's recent Solana integration, which already delivers real-time data streaming, 70% cost reductions, and automatic re-org handling for developers. [Learn more about Substreams](https://thegraph.com/blog/substreams)
The Graph Develops New System to Replace Thousands of RPC Calls with Shared Lookups
**The Graph is developing a new system** that could revolutionize how blockchain data is accessed. The innovation aims to **replace thousands of individual RPC calls** with a more efficient shared lookup system for common queries. Key benefits: - Reduced network congestion from repetitive calls - More efficient data retrieval processes - Streamlined blockchain data access This development builds on The Graph's existing infrastructure that already **processes millions of queries daily** across the decentralized web. The new system could significantly improve performance for dApps and developers who currently rely on multiple RPC endpoints for basic blockchain data lookups.
🔧 Solana Devs Waste Time
**Solana developers face a persistent data problem** that's slowing down the ecosystem. Simple tasks like finding which wallets hold specific tokens require developers to: - Crawl through program accounts manually - Parse complex SPL data structures - Recompute the same relationships repeatedly **Every development team builds identical parsing and caching systems from scratch.** This creates redundant work, introduces errors, and wastes valuable development time. The irony is clear: Solana was built for speed, but **account data access has become a major bottleneck** for builders. This foundational infrastructure problem affects the entire developer experience on what should be one of the fastest blockchains.
Ethereum Developers Waste Millions on Redundant RPC Calls Daily
**Ethereum's infrastructure inefficiency is costing developers time and money.** Millions of redundant RPC calls happen daily on Ethereum, with each call being: - Slow and expensive to execute - Often returning identical data from previous days - Requiring teams to rebuild the same caching and parsing systems **The current approach creates unnecessary waste:** - Development teams duplicate efforts building similar infrastructure - Infrastructure costs balloon without added value - Builders face slower development cycles Fetching basic data like balance information and token metadata involves excessive eth_calls, complex code parsing, and error-prone caching systems. **A more efficient solution for shared, foundational datasets could eliminate this redundancy** and provide developers with faster, more reliable access to blockchain data.
🤖 AI Agent Economy Accelerates
**The Graph is positioning itself as critical infrastructure for the emerging AI agent economy.** As AI agents require seamless access to blockchain data and scalable payment systems, The Graph is developing new standards to meet these demands. The protocol enables agents to access on-demand data without infrastructure overhead. **Key developments:** - New standards from Graph core developers at Edge & Node - Focus on data and payment infrastructure that scales - Real-time blockchain data access for AI agents **Real-world impact:** CreatorBid successfully integrated Subgraphs to eliminate infrastructure costs while providing instant blockchain data access for their AI agent platform. The convergence of AI agents and blockchain infrastructure represents a significant shift in how decentralized applications will operate and scale.