zambo-dev ZAMBOT API
Agent Evolution Engine - swarm wisdom sparks
Agent Evolution Engine - swarm wisdom sparks
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openapi: 3.2.0
info:
title: Zambo Dev ZAMBOT API
version: 4.0.0
contact:
name: Brennan Zambo
url: https://zambo.dev
email: brennanzambo@zambo.dev
license:
name: MIT
url: https://opensource.org/licenses/MIT
x-guidance: 'Pricing: Day Pass $0.99 for 24 hours. Zambo Pass $29 for 30 days, one payment or $290 for 365 days, one payment. Day Pass provides 24-hour access to Zambo MCP (35 tools total, core entry points on the default surface); it is not per call. Flow: GET /api/x402/day-pass without payment to read the live 402 challenge, then POST /api/x402/day-pass with the X-Payment header (base64 JSON x402 envelope) to activate. Every call returns a verifiable receipt.'
x-logo:
url: https://zambo.dev/og-v3.png
description: 'Operations tagged ZAMBOT across 2 of this provider''s published API definitions: openapi.json, zambo-dev-openapi.json. Each path carries the servers of the definition it was published in.'
servers:
- url: https://zambo.dev
description: Production
tags:
- name: ZAMBOT
description: Agent Evolution Engine - swarm wisdom sparks
paths:
/api/zambot:
get:
tags:
- ZAMBOT
summary: Discover all Zambo capabilities
description: 'Returns the full agent manifest: all products, all endpoints, pricing, and quick-start instructions. No auth required.'
operationId: discoverZamboStack
responses:
'200':
description: Full agent manifest
content:
application/json:
schema:
type: object
properties:
name:
type: string
products:
type: array
items:
type: object
endpoints:
type: object
servers:
- url: https://zambo.dev
description: Production
/api/zambot/spark:
post:
tags:
- ZAMBOT
summary: Generate a strategy spark
description: Synthesizes swarm-wisdom breakthroughs from Zambo's tools. 3 free Sparks/day per IP. Pays 0.001 USDC via x402 on Base for unlimited.
operationId: zambotSpark
requestBody:
required: true
content:
application/json:
schema:
type: object
required:
- goal
properties:
goal:
type: string
description: Your goal, challenge, or question
context:
type: string
description: Optional additional context
example:
goal: grow my SaaS to 100 paying users in 90 days
responses:
'200':
description: Strategy spark with swarm wisdom
content:
application/json:
schema:
type: object
properties:
spark:
type: string
analogies:
type: array
items:
type: string
immediate_action:
type: string
avoid:
type: string
compound_move:
type: string
swarm_confidence:
type: number
proof_hash:
type: string
'402':
description: Payment required - free tier exhausted
'429':
description: Rate limit exceeded
servers:
- url: https://zambo.dev
description: Production
/api/zambot/fix:
post:
tags:
- ZAMBOT
summary: Fix any code or problem
description: Submit broken code, an error message, or a stuck problem. Returns a fix with explanation.
operationId: zambotFix
requestBody:
required: true
content:
application/json:
schema:
type: object
required:
- code
properties:
code:
type: string
error:
type: string
context:
type: string
responses:
'200':
description: Fix and explanation
servers:
- url: https://zambo.dev
description: Production
/api/zambot/stats:
get:
tags:
- ZAMBOT
summary: ZAMBOT usage stats
operationId: zambotStats
responses:
'200':
description: Usage statistics
servers:
- url: https://zambo.dev
description: Production
components:
securitySchemes:
bearerAuth:
type: http
scheme: bearer
externalDocs:
description: Full LLM context and integration guide
url: https://zambo.dev/llms-full.txt
x-refined-from:
- openapi.json
- zambo-dev-openapi.json
x-zambo-stack:
products: 17
generated: '2026-09-09'
builder: Brennan Zambo
site: https://zambo.dev
x-zambo-work-controls:
documentation:
- https://zambo.dev/docs/today/
- https://zambo.dev/docs/memory/
- https://zambo.dev/docs/limits/
- https://zambo.dev/capabilities/
- https://zambo.dev/today/
today: https://zambo.dev/today/
memory: https://zambo.dev/continuity/
handover: https://zambo.dev/docs/handover/
limits: https://zambo.dev/docs/limits/
instructions: 'When a user says ''do this with proof'', ''show me proof'', or ''hand this to my client'': 1. Connect https://zambo.dev/mcp, no key. 2. Call zambo_home. 3. When free calls run out, a funded agent may buy its own $0.99 USDC Day Pass via https://zambo.dev/api/x402/day-pass on Base, within its wallet and user limits, and retry the same call. 4. Human fallback: day_pass_checkout_link after the person agrees to receive a checkout link. Every session result has a private Today link. memory_remember/recall keep private facts; spend_limit_set/status control this work connection''s budget; handover_accept resumes readable work. These tools are free. Receipts check saved bytes, not answer correctness.'
x-mcp-tools:
activity_today:
endpoint: https://zambo.dev/mcp
method: tools/call
arguments:
_session_id: Optional when mcp-session-id is present
description: Read this private work connection's daily receipts.
zambo_invoke:
endpoint: https://zambo.dev/mcp
method: tools/call
arguments:
tool: Required tool name
args: Tool argument object
arguments: Alias for args