zambo-dev ZAMBOT API

Agent Evolution Engine - swarm wisdom sparks

Operations 4

GET /api/zambot Discover all Zambo capabilities #
POST /api/zambot/spark Generate a strategy spark #
POST /api/zambot/fix Fix any code or problem #
GET /api/zambot/stats ZAMBOT usage stats #

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OpenAPI Specification

zambo-dev-zambot-api-openapi.yml Raw ↑
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