{"categories":[{"label":"Application Frameworks","url":"https://skillfed.io/packages/category/software-development-libraries-application-frameworks/3"}],"enrichment":{"capability":"A Python SDK for connecting to and invoking tools from a running MCP Toolbox service, loading tool definitions as callable Python functions for use in GenAI applications.","skillfed_tags":["genai-integration","async-first","tool-orchestration"],"use_cases":["Load weather, calendar, or search tools from a Toolbox service and call them directly from a GenAI agent or chatbot.","Integrate external tool definitions into a Langraph workflow without reimplementing tool interfaces.","Build a multi-tenant GenAI application where tools are centrally managed in a Toolbox service and accessed by multiple clients.","Add observability to tool invocations via OpenTelemetry without modifying tool definitions.","Authenticate tool calls to a Toolbox service using google-auth or custom credentials."],"what_it_does":"Toolbox Core is a Python SDK that bridges your GenAI application to a running MCP Toolbox service, allowing you to load tool definitions from the service and invoke them as standard Python functions. It provides both async-first and synchronous interfaces, with built-in support for parameter binding, authentication (including google-auth integration), and OpenTelemetry observability.\n\nThe package depends on pydantic for data validation, aiohttp and requests for HTTP communication, and the deprecated library for backward compatibility. It targets modern Python versions (3.10 through 3.14) and is designed to be framework-agnostic, working standalone or integrated into frameworks like Langraph.","worth_installing":"Yes. The package is actively maintained, has low install friction, carries a permissive license, and solves a specific integration problem for GenAI applications that need to consume tools from a Toolbox service. No known vulnerabilities. Install if you are building against an MCP Toolbox deployment."},"id":"toolbox-core","links":{"html":"https://skillfed.io/packages/toolbox-core","md":"https://skillfed.io/packages/toolbox-core.md","pypi":"https://pypi.org/project/toolbox-core/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-07-28","license_spdx":null,"license_treatment":"permissive","name":"toolbox-core","python_support":"supports_current","summary":"Python Base SDK for interacting with the Toolbox service"},"popularity":{"monthly_downloads":437575,"position":6666,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"1.3.0"}