zambo-ai

AER-1, the agent execution receipt standard: zambo.dev/aer-1 | Add Zambo to your AI: zambo.dev/add

Zambo is the verifiable work layer for AI. This is its official Python SDK: 153 tools behind one MCP endpoint over plain JSON-RPC, a verifiable receipt for every job.

Receipt format: AER-1, IETF Internet-Draft draft-zambo-aer1-26.

Official Python SDK for Zambo, 153 MCP tools for AI agents and apps over plain JSON-RPC 2.0. No account, no API key. Free: 20 free calls per day.

Every call returns a verifiable receipt (UUID + timestamp + SHA-256). Check any receipt at https://zambo.dev/run/<id>.

Install

pip install zambo-ai

Zero dependencies, stdlib only. Python 3.8+.

Quickstart

from zambo_ai import Zambo

z = Zambo()

# Live crypto price
btc = z.price("BTC")
print(btc.text)
# BTC �� $75,704.00 USD ...   (live value at publish time)

# Describe any job in plain language: Zambo chains the right tools
job = z.universal("audit https://example.com for AI discoverability", session="my-session-1")
print(job.text)
print("receipt:", job.receipt_id)  # verify at https://zambo.dev/run/<id>

# Call any tool directly
r = z.call("live_price", {"coin": "ETH"})

# Search the 153 tool catalog
found = z.search("generate QR code")

# List exposed tools
tools = z.list_tools()

API

Every result: text, receipt, receipt_id, audit_url, raw. JSON-RPC failures raise zambo_ai.ZamboError.

Pricing

• Free: 20 free calls per day, no account
• Day pass: $0.99 / 24 hours (USDC on Base)
• Monthly: $29
• Annual: $290
• $ZAMBO holder: $19/month

(From zambo.dev/pricing.)

Links

• Zambo: https://zambo.dev
• Full tool catalog: https://zambo.dev/mcp?full=true
• MCP endpoint: https://zambo.dev/mcp

License

MIT