Loomal

Integrating x402 with AutoGen payments in the conversation.

AutoGen runs work as conversations between agents. When one of those agents needs a paid tool mid-conversation, x402 lets it pay per call — the design question is which agent holds the money.

AutoGen's model is conversational: agents pass messages, and somewhere in the exchange a tool gets invoked — search this, fetch that, compute the other thing. When the best tool for a step is a paid endpoint, the invocation needs to carry a payment, and nothing about a multi-agent conversation should stop for a human to enter a card number.

With x402, it doesn't. A paid tool in AutoGen is an ordinary async function whose HTTP client settles a USDC payment on Base inside the call — the conversation sees a tool result, the seller sees a settled payment, and the whole exchange adds roughly two seconds.

Decide your wallet topology first

Multi-agent systems force a question single agents don't face: who pays? The simplest answer, right for most teams, is one wallet for the whole conversation — every paid tool draws from a single funded account, and total spend per session is one number. The alternative, a wallet per agent, buys you per-role accounting (research spent $0.40, verification spent $0.06) at the cost of multiple balances to fund and monitor.

Start shared. Move to per-agent wallets only when you genuinely need to attribute costs by role, or when different agents operate under different trust levels and deserve different budgets.

Register a paying tool

In AutoGen's AgentChat API, tools are plain Python functions handed to an AssistantAgent. The x402 SDK's httpx client makes the function pay transparently: a 402 challenge arrives, the wallet signs the USDC authorization, the client retries, and the function returns the body. Put the price in the docstring so the model can weigh it during tool selection.

paid_search.py
import os
from eth_account import Account
from x402.clients.httpx import x402HttpxClient
from autogen_agentchat.agents import AssistantAgent

wallet = Account.from_key(os.environ["CONVO_WALLET_KEY"])

async def paid_search(query: str) -> str:
    """Premium web search. Paid: $0.01 USDC per query."""
    async with x402HttpxClient(
        account=wallet, base_url="https://api.example.com"
    ) as client:
        resp = await client.get(f"/search?q={query}")
        return (await resp.aread()).decode()

researcher = AssistantAgent(
    name="researcher",
    model_client=model_client,
    tools=[paid_search],
)

Conversations amplify spend — meter them

The failure mode unique to AutoGen is conversational amplification. Two agents critiquing each other's work can each decide the answer needs 'one more search,' and a group chat with a generous max-turns setting can rack up dozens of paid calls pursuing diminishing returns. The per-call price is small; the loop is what costs.

Meter at the wallet wrapper, not the agent: count calls and cumulative spend per conversation, and have the tool raise once a budget is crossed — a tool error ends the spending even when the conversation wants to continue. Cap max turns as the second line of defense, and keep the wallet balance itself small as the third. Every x402 settlement produces a receipt, so attributing spend to conversations afterward is bookkeeping, not forensics.

Stocking the toolbelt

Which paid tools are worth registering? Browse the Loomal Index: every listing is a priced, payable endpoint, many with live tool lists, so you can see exactly what a server offers and what each call costs before wiring it into a conversation. A test call costs from $0.01 — cheaper than the time spent wondering whether it's good.

If your AutoGen system itself produces something other agents would pay for — a verification step, a synthesis, a structured lookup — expose it behind an x402-priced endpoint on Loomal and the conversation becomes a seller too. The fee is 5% on settled transactions, currently waived.

FAQ

Should every AutoGen agent get its own wallet?

Not by default. One shared wallet per conversation keeps funding and spend tracking simple. Per-agent wallets are worth the overhead only when you need cost attribution by role or different budgets for differently trusted agents.

How do I keep a long group chat from overspending?

Three layers: a budget counter inside the paid tool that raises past a per-conversation limit, a max-turns cap on the conversation itself, and a small wallet balance as the hard stop. The tool-level counter matters most because it halts spending even when agents want to keep going.

Does the payment slow the conversation down?

Marginally. The x402 handshake adds one extra HTTP round trip plus settlement on Base, which confirms in about two seconds. Against the latency of LLM turns in a multi-agent exchange, paid calls are rarely the bottleneck.

Can I attribute spend to a specific conversation afterward?

Yes, if you log it. Each settled payment has a receipt and transaction hash; record the conversation ID alongside each tool call and your cost report per session is a simple join.

Your endpoint, their toolbelt.

Price it with x402 and let AutoGen agents pay per call.

Open the Loomal console