langchain-oneshot

LangChain tools for OneShot — commercial actions for AI agents.

Provides 43 tools as LangChain BaseTool subclasses with automatic x402 payment handling via USDC on Base.

Installation

pip install langchain-oneshot

Quick Start

from langchain_oneshot import OneShotToolkit
from langchain_openai import ChatOpenAI
from langgraph.prebuilt import create_react_agent

toolkit = OneShotToolkit.from_private_key(
    private_key="0x...",
)

# Use all 43 tools with a LangGraph agent
tools = toolkit.get_tools()
llm = ChatOpenAI(model="gpt-4o")
agent = create_react_agent(llm, tools)

result = agent.invoke({
    "messages": [("user", "Research the latest AI agent frameworks")]
})

Individual Tools

from langchain_oneshot import OneShotClient, ResearchTool

client = OneShotClient(private_key="0x...")
research = ResearchTool(client=client)
result = research.invoke({"topic": "AI agent frameworks 2026"})

Available Tools

Tool	Description
`oneshot_email`	Send emails
`oneshot_voice`	Make phone calls
`oneshot_sms`	Send SMS messages
`oneshot_research`	Deep web research
`oneshot_web_search`	Search the web
`oneshot_web_read`	Read a web page as markdown
`oneshot_people_search`	Search for people
`oneshot_enrich_profile`	Enrich a profile
`oneshot_find_email`	Find email address
`oneshot_verify_email`	Verify email
`oneshot_deep_research_person`	Full dossier on a person
`oneshot_social_profiles`	Find all social accounts
`oneshot_article_search`	Find articles about a person
`oneshot_person_newsfeed`	Recent social posts
`oneshot_person_interests`	Analyze interests
`oneshot_person_interactions`	Map followers/following
`oneshot_commerce_search`	Search products
`oneshot_commerce_buy`	Purchase product
`oneshot_build`	Build a website
`oneshot_update_build`	Update a website
`oneshot_browser`	Browser automation task
`oneshot_browser_create_profile`	Create a browser profile
`oneshot_browser_list_profiles`	List browser profiles
`oneshot_browser_delete_profile`	Delete a browser profile
`oneshot_inbox_list`	List inbox emails
`oneshot_inbox_get`	Get email by ID
`oneshot_sms_inbox_list`	List SMS inbox
`oneshot_sms_inbox_get`	Get SMS by ID
`oneshot_notifications`	List notifications
`oneshot_mark_notification_read`	Mark read
`oneshot_get_balance`	USDC balance
`oneshot_budget_status`	Today's spend vs the configured budget (read-only)
`oneshot_linkedin_connect`	Hosted login link for a human to connect their LinkedIn account (free)
`oneshot_linkedin_accounts`	Connected LinkedIn accounts / pending connection status (free)
`oneshot_linkedin_sync`	One bounded, resumable LinkedIn history-sync run (paid)
`oneshot_linkedin_conversations`	Synced LinkedIn conversations with coverage state (free)
`oneshot_linkedin_messages`	Synced LinkedIn messages, filterable by direction / since (free)
`oneshot_linkedin_reply`	Send a reply through the connected account (paid, idempotent)
`oneshot_linkedin_view_profile`	View a profile through the connected account (paid)
`oneshot_linkedin_react`	React to a post through the connected account (paid)
`oneshot_list_domains`	Sending domains + reputation/rotation state
`oneshot_pause_domain`	Take a domain out of rotation
`oneshot_resume_domain`	Put a paused domain back into rotation

Paid tools are priced in USDC via x402. See Pricing for current rates.

How Payments Work

Paid tools use the x402 protocol. When a tool requires payment:

The client POSTs to the tool endpoint
The API returns 402 Payment Required with a quote
The client signs a USDC TransferWithAuthorization (EIP-3009) using your private key
The client re-POSTs with the signed payment header
The API processes the request and returns the result

All payment signing happens locally — your private key never leaves your machine.

Read tools (inbox, SMS inbox, notifications, balance, browser profiles) additionally send a signed EIP-712 read proof (x-agent-proof) so the API can verify you control the X-Agent-ID wallet before returning private data. This is handled by the underlying oneshot-python client — no extra code. Requires oneshot-python >= 0.18.0 (already the dependency floor).

Configuration

toolkit = OneShotToolkit.from_private_key("0x...")

# Custom API URL
toolkit = OneShotToolkit.from_private_key("0x...", base_url="https://custom-api.example.com")

The SDK operates on Base Mainnet with real USDC. Fund your wallet before making paid tool calls.

Spend budget

toolkit = OneShotToolkit.from_private_key(
    "0x...",
    budgets={"daily": 50, "per_transaction": 5, "alert_at": 0.8},
    alert_email="you@example.com",
)

Enforced server-side on every paid call (403 budget_exceeded → oneshot.BudgetExceededError). The agent can read its utilization with oneshot_budget_status but cannot change the cap. Requires oneshot-python >= 0.20.0.

Requirements

Python 3.10+
langchain-core >= 0.3.0
oneshot-python >= 0.18.0
pydantic >= 2.0

License

MIT

Metadata

Release files for langchain-oneshot 0.15.0

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Source distribution (sdist)

Source distribution for langchain-oneshot 0.15.0
File	Size	Uploaded
langchain_oneshot-0.15.0.tar.gz	133.2 kB	Sep 17, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for langchain-oneshot 0.15.0
File	Interpreter	ABI	Platform	Reset
langchain_oneshot-0.15.0-py3-none-any.whl 27.2 kB Sep 17, 2026	Python 3	none	any	Details

Total release size: 160.3 kB

Release files / langchain_oneshot-0.15.0.tar.gz

Download URL	langchain_oneshot-0.15.0.tar.gz
Size	133.2 kB
Tags	Source
SHA-256 checksum How to use checksums	`bf5665c289bd12ac8bff0d19ab3ad8781d6d5939968ecea9ee613ee0a4c92697`
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Upload date	Sep 17, 2026
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Uploaded via	`twine/7.0.0 CPython/3.12.14`

Release files / langchain_oneshot-0.15.0-py3-none-any.whl

Download URL	langchain_oneshot-0.15.0-py3-none-any.whl
Size	27.2 kB
Tags	Python 3
SHA-256 checksum How to use checksums	`73d153a66a4ba94d0cb35a61cc944db2615295c56335676598a4cf0418200011`
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Upload date	Sep 17, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/7.0.0 CPython/3.12.14`