AI-Powered Tokenomics Advisor Development

Aderinto Damilola

Completed work

AI Agent Engineer

LangChain

TypeScript

Cryptocurrency & Blockchain

Tokenomics Advisor AI Agent 🚀

A comprehensive AI-powered tokenomics advisor that provides professional cryptocurrency analysis, market insights, and strategic guidance through multiple interfaces including a web playground, MCP (Model Context Protocol) server, and REST API.

🎯 Overview

The Tokenomics Advisor is a sophisticated AI agent built with Mastra that specializes in cryptocurrency tokenomics analysis. It provides comprehensive tools for:

Monte Carlo Tokenomics Simulations - Advanced modeling of token economics

Market Analysis - Real-time cryptocurrency market data and trends

Educational Analysis - Deep dive into project fundamentals and metrics

Token Metadata Analysis - Unlock schedules and distribution patterns

Professional Advisory - Expert guidance with persistent memory

🏗️ Architecture

The project implements a unified architecture that serves multiple interfaces:

┌─────────────────────────────────────────────────────────────┐
│                    External Clients                         │
├─────────────────────────────────────────────────────────────┤
│  Web Playground  │  MCP Clients  │  REST API  │  Docker     │
├─────────────────────────────────────────────────────────────┤
│                    Mastra Framework                         │
├─────────────────────────────────────────────────────────────┤
│  Tokenomics Agent │  Tools Suite  │  Memory    │  Workflows  │
├─────────────────────────────────────────────────────────────┤
│          External APIs (CoinGecko, Mobula, etc.)           │
└─────────────────────────────────────────────────────────────┘

🤖 Tokenomics Advisor Agent

The main AI agent combines all tools with professional expertise:

Core Capabilities

Professional Analysis: Expert-level tokenomics guidance

Memory Integration: Persistent conversation context

Multi-tool Coordination: Seamless tool integration

Educational Focus: Clear explanations of complex concepts

Risk Assessment: Balanced analysis with risk considerations

Interaction Guidelines

Maintains objectivity and avoids financial advice

Provides educational value and professional insights

Explains technical concepts in accessible terms

Offers actionable recommendations based on analysis

Acknowledges limitations and uncertainties

Memory System

Persistent Memory: Remembers user preferences and context

Thread Management: Maintains conversation history

Personalization: Adapts responses based on user interactions

Context Awareness: References previous analyses and discussions

MCP Integration

🙏 Acknowledgments

Mastra Framework: For providing the AI agent infrastructure

CoinGecko API: For cryptocurrency market data

Mobula API: For token metadata and distribution data

Nosana Network: For decentralized compute infrastructure

Model Context Protocol: For standardized AI tool integration

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Completed work

Posted Aug 13, 2025

Developed an AI-powered tokenomics advisor for cryptocurrency analysis.

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Timeline

Jun 25, 2025 - Jul 19, 2025