181 more tools for your LangGraph agent — in two lines

Описание и применение

Добавьте 181 внешнюю услугу в ваш LangGraph, CrewAI или AutoGen агент всего двумя строками кода, используя пакет aimarket‑bridges. Установите нужный адаптер, импортируйте aimarket_tools, настройте фильтры цены и бюджет, и получите реальные возможности с подписанными квитанциями.

Задача

Integrating a large number of external capabilities (e.g., verifiable randomness, consensus, delay, transport) into existing LangGraph, CrewAI, or AutoGen agents without rebuilding custom tooling.

Результат

By adding a single two‑line import, developers gain access to 181 real Hub capabilities with budget control and signed receipts, eliminating the need for custom wrappers.

Рабочий процесс

• Install the adapter with framework‑specific extras: pip install "aimarket-bridges[langgraph]" (or crewai/autogen).
• Import the tool factory: from aimarket_bridges.langchain import aimarket_tools (or crewai/autogen).
• Call aimarket_tools("https://modelmarket.dev", intent="verifiable randomness", limit=12, max_price_usd=0.05, budget_usd=1.0) to retrieve a filtered list of tools.
• Pass the returned tools to your agent constructor (e.g., create_react_agent(model, tools)).
• During execution, each tool call returns a signed receipt; verify the receipt against the capability’s origin key.
• Use max_price_usd for build‑time filtering and budget_usd as a hard runtime cap to prevent runaway costs.

Доказательства

Two lines. Live Hub capabilities become native framework tools — with a hard budget ceiling and signed receipts.

Источник

Counted 2026-09-12 from the live Hub manifest: 181 federated capabilities across 14 hubs.

Источник

Core has no framework dependency. Install only the adapter you use.

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