Awesome MCPCLI Tools

strands-agents/agent-builder

⭐ 426 Python added to this list on 2026-08-10 repository created 2025-05-14

Strands Agent Builder is an interactive, model-driven toolkit designed to facilitate the creation, testing, and extension of custom AI agents and tools directly from the terminal. It supports integrated knowledge base functionality and advanced model configurations, enabling users to build specialized agents with focused capabilities and develop complex AI workflows efficiently. The toolkit offers a rich command-line interface with instant hot-reloading for custom tools, allowing developers to iterate rapidly. It includes a comprehensive suite of built-in tools such as agent graph management, calculator, cron scheduling, HTTP requests, image processing, environment variable management, and more, enhancing the versatility of the agents created. The integration with Amazon Bedrock Knowledge Bases allows for persistent storage and retrieval of custom tools, agent configurations, and development history, supporting iterative improvements and long-term project management. Strands Agent Builder also features optimized default configurations for high-performance models like Claude Sonnet 4, with support for maximum token output, extended timeouts, automatic retries, and advanced reasoning capabilities such as interleaved thinking and recursive reasoning. Users can customize model providers and configurations, including support for custom providers, making the toolkit adaptable to various AI model ecosystems. The project emphasizes modularity and extensibility, with dynamic tool loading, nested agent capabilities, and workflow orchestration, making it suitable for building sophisticated AI agent networks and applications. Overall, Strands Agent Builder is a powerful and flexible platform for developers looking to create intelligent agents with advanced functionalities and seamless integration with knowledge bases and AI models.

https://github.com/strands-agents/agent-builder

advanced-reasoningagent-configurationsagent-graphagent-workflowsagenticagentic-aiagentsaiai-agentsai-developmentai-workflowsamazon-bedrockanthropicautonomous-agentsbedrockbedrock-model-providercalculatorclaude-sonnet-4command-line-interfacecroncustom-toolsdynamic-tool-loadingenvironment-variablesgenaihot-reloadinghttp-requestsimage-processinginteractive-terminalinteractive-toolkitinteractivityinterleaved-thinkingknowledge-base-integrationlitellmllamallmmachine-learningmcpmodel-configurationsmodel-customizationmodel-drivenmodel-provider-customizationmulti-agent-systemsnested-agentsollamaopenaiopentelemetrypersistent-storagepythonpython-replrecursive-reasoningsamplessdkslack-integrationspecialized-agentsstrands-agent-builderstreamingterminal-interfacetool-hot-reloadingtool-usetoolsworkflow-orchestration

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