181 more tools for your LangGraph agent — in two lines

说明与用途

使用 aimarket‑bridges 包，只需两行代码即可将 181 个外部服务集成到您的 LangGraph、CrewAI 或 AutoGen 代理中。安装相应适配器，导入 aimarket_tools，设置价格过滤和预算，并获得带签名收据的真实功能。

问题

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.

结果

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.

工作流

• 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.

证据

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

来源

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

来源

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

来源