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heurist-network/heurist-agent-framework

⭐ 828 Python added to this list on 2025-05-06 repository created 2024-12-02

Heurist Agent Framework is a modular, multi-interface AI agent framework designed to support advanced reasoning, tool use, memory, blockchain interaction, and integration with the Model Context Protocol (MCP). It enables the creation of sophisticated AI agents and agents-as-a-service that can operate across multiple platforms such as Telegram, Discord, Twitter, Farcaster, REST API, and MCP clients. The framework is built on a component-based architecture that allows agents to process text and voice messages, generate images and videos, and interact consistently across platforms. It supports knowledge storage and retrieval using PostgreSQL and SQLite databases and can access external APIs and tools, including a wide range of community-contributed Mesh Agents. The Heurist Mesh is an open network of specialized AI agents contributed by the community, functioning similarly to decentralized finance smart contracts. These agents can process data, generate reports, and perform actions collectively to solve complex tasks. All Mesh Agents are accessible via a unified REST API and the MCP, allowing seamless integration with various MCP clients. The framework includes recommended Mesh Agents for blockchain token analysis, Twitter intelligence, web search, and wallet asset queries. The architecture consists of a BaseAgent abstract class defining common functionality and a CoreAgent implementation that orchestrates components and workflows. The framework supports multiple agent interfaces tailored for different platforms. Core components include PersonalityProvider, KnowledgeProvider, ConversationManager, ValidationManager, MediaHandler, LLMProvider, and MessageStore. It offers advanced workflows such as Augmented LLM Calls, Chain of Thought Reasoning, and Research Workflow for complex reasoning and information retrieval. Tool management is facilitated through a ToolBox framework with MCP integration for executing tools. External clients like SearchClient and MCPClient provide unified access to web search and MCP servers. The framework is designed for extensibility, allowing developers to build and contribute new agents and tools, making it a powerful platform for AI agent development with MCP support.

https://github.com/heurist-network/heurist-agent-framework

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