11 MCP tools cover position opening, closing, liquidity updates and portfolio insights. A three-layer flow—Telegram, AI orchestration and cloud automation—turns wallet-authorized requests into structured actions.
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Liquidity providers needed to monitor and manage concentrated-liquidity positions without specialist software. The goal was to make complex pool operations available through familiar conversation while retaining precise execution.
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The product had to work with wallet-based Solana authentication, cloud automation and Telegram messaging. It also required safe tool access, structured inputs and outputs, explicit permissions, reliable errors and no credentials in prompts.
We extended a cloud liquidity-automation platform with a secure MCP interface and OpenClaw integration.
After wallet-based authentication, users control advanced liquidity workflows through a Telegram bot: they can review pool and position data, open or close positions, and add or withdraw liquidity in natural language.
Eleven focused MCP tools return structured, reliable results, while the AI layer translates conversational requests into permissioned, auditable actions. The solution made sophisticated concentrated-liquidity operations accessible from a familiar chat interface without sacrificing execution control.
