Zambo Stack

{
  "name": "Zambo Stack",
  "description": "17 products and 50+ MCP tools (2 MCPs) built by solo founder Brennan Zambo. Products are standalone websites. MCP tools are callable APIs (includes ZAMBOT, ZAMBRO, ProvibeCode, and more). Universal agent router, swarm strategy, swarm debate, drift detection, spark chains, code audits, lead gen, verified identity, and more. Zero auth, zero signup for the free tier. Agent-payable via x402 (1.49 USDC/24h on Base).",
  "url": "https://zambo.dev",
  "version": "2.2.0",
  "documentationUrl": "https://zambo.dev/api/mcp",
  "provider": {
    "organization": "zambo.dev",
    "url": "https://zambo.dev",
    "contact": "brennanzambo@zambo.dev"
  },
  "defaultInputModes": [
    "text/plain",
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "authentication": {
    "schemes": [
      "None"
    ],
    "note": "Free tier: no auth. Zambo Pass ($49/mo PayPal) or Day Pass (1.49 USDC/24h Base x402) for higher limits."
  },
  "skills": [
    {
      "id": "zambo_universal",
      "name": "Universal Stack Router",
      "description": "Send any natural language need. Routes through 50+ live tools (2 MCPs). Returns structured expert response. Best first call for any agent \u2014 handles strategy, code, leads, identity, credits, and more.",
      "tags": [
        "routing",
        "universal",
        "natural-language",
        "orchestration"
      ],
      "examples": [
        "Audit my GitHub repo at github.com/myorg/myapp for security issues",
        "Generate contractor leads for plumbing in Austin TX",
        "Diagnose why my AI-generated Python function returns None",
        "What startup credits am I eligible for as a Postgres SaaS?"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambot_spark",
      "name": "ZAMBOT Strategy Spark",
      "description": "Cross-domain swarm strategy from 50+ live tools (2 MCPs). Returns a non-obvious, high-leverage insight with a cryptographic proof_hash you can verify. 3 free/day, 50/mo with Zambo Pass.",
      "tags": [
        "strategy",
        "swarm",
        "planning",
        "AI-native"
      ],
      "examples": [
        "Grow my SaaS to 100 paying subscribers in 30 days",
        "Find the highest-leverage move for my developer tooling startup",
        "Scale my lead generation to $10K MRR with cold outreach"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambot_fix",
      "name": "ZAMBOT Code Fix",
      "description": "Diagnose and fix broken AI-generated code. Identifies exact failure mode: Token Collapse, Hallucination Loop, Incomplete Output, or Logic Error. Returns complete fixed code or structured repair prompt.",
      "tags": [
        "code",
        "debugging",
        "AI-repair",
        "dev-tools"
      ],
      "examples": [
        "My React component renders blank when state updates after an API call",
        "This Python async function returns None instead of the parsed list",
        "Fix this TypeScript generic constraint error I cannot resolve"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambro_analyze",
      "name": "ZAMBRO Opportunity Scanner",
      "description": "Free, unlimited 21-branch deterministic scanner. Input anything \u2014 URL, wallet address, GitHub repo, business description, or goal. Returns bottleneck, fastest win, hidden opportunity, and a 5-step execution playbook.",
      "tags": [
        "analysis",
        "opportunity",
        "scanning",
        "strategy",
        "free"
      ],
      "examples": [
        "https://github.com/myorg/myrepo",
        "0x742d35Cc6634C0532925a3b844Bc454e4438f44e",
        "I'm building a B2B SaaS for AI contractor lead generation"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "provibe_audit",
      "name": "ProvibeCode AI Code Audit",
      "description": "Full AI audit for any public GitHub repo. Returns Provibe Score (0\u2013100), security vulnerability list, dead code map, and an actionable execution plan. Free teaser gives score + top 3 issues. Full audit: $49 one-time or 5/mo with Zambo Pass.",
      "tags": [
        "code-audit",
        "security",
        "GitHub",
        "quality",
        "technical-debt"
      ],
      "examples": [
        "https://github.com/facebook/react",
        "github.com/myorg/myapp \u2014 full security and debt audit"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "leadsignal",
      "name": "LeadSignal \u2014 Contractor Lead Generation",
      "description": "AI lead gen for contractors and local service businesses. Trade type + city \u2192 5\u201315 qualified leads with contact info in under 60 seconds. 24 trades supported, any US city. 3 free searches/day.",
      "tags": [
        "leads",
        "contractors",
        "B2B",
        "local-search",
        "sales"
      ],
      "examples": [
        "plumber in Austin TX",
        "HVAC contractor in Miami FL",
        "electrician in Chicago IL"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "credithunt",
      "name": "CreditHunt \u2014 Startup Credit Programs",
      "description": "Live index of 29+ verified startup credit programs (AWS Activate, Google Cloud, Azure, Anthropic, Stripe Atlas, Vercel, Neon, and more). Verified daily \u2014 dead links auto-removed. Filter by tech stack tags.",
      "tags": [
        "credits",
        "startups",
        "cloud",
        "finance",
        "free-money"
      ],
      "examples": [
        "Show me cloud credits for AI startups building on Postgres",
        "What Anthropic startup credits exist?",
        "Credits available for a SaaS using Next.js and Stripe"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "signal_lookup",
      "name": "Signal Passport Lookup",
      "description": "Verify a professional developer identity on Signal (zambo.dev/signal). Returns claimed credentials, skills, roles, verification status, and public reputation for any Signal profile slug.",
      "tags": [
        "identity",
        "verification",
        "trust",
        "professional",
        "developer"
      ],
      "examples": [
        "brennanzambo",
        "Verify identity for developer with Signal slug: myhandle"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "builder_pass_check",
      "name": "Zambo Pass Status Check",
      "description": "Check if an email has an active Zambo Pass ($49/mo, 50+ tools (2 MCPs), $552+/mo value, 91% off) or Day Pass ($1.49 USDC/24h on Base). Returns active status and remaining credits per tool. Use before bulk API calls to know actual rate limits.",
      "tags": [
        "pass",
        "status",
        "credits",
        "rate-limits",
        "authentication"
      ],
      "examples": [
        "user@example.com"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambot_verify",
      "name": "ZAMBOT Spark Verifier",
      "description": "Cryptographically verify a ZAMBOT spark is authentic and was generated by the Zambo Stack. Pass the proof_hash from any zambot_spark response. Returns verified content, timestamp, and authenticity status.",
      "tags": [
        "verification",
        "cryptography",
        "trust",
        "proof"
      ],
      "examples": [
        "zbt_proof_710b53baee32edc431256f1477425fbd"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "capability_search",
      "name": "Zambo Capability Search",
      "description": "Search all 17 Zambo Stack products by keyword. Returns up to 8 matches with relevance scores, descriptions, taglines, and callable API endpoints. Use when you know the use case but not the right product.",
      "tags": [
        "search",
        "discovery",
        "routing",
        "capabilities"
      ],
      "examples": [
        "code audit",
        "lead generation",
        "swarm strategy",
        "developer identity verification"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambo_ask",
      "name": "Zambo Stack Q&A",
      "description": "Ask anything about the Zambo Stack \u2014 products, APIs, pricing, routing, how-to, use cases. Returns a precise structured answer optimized for AI agents. 20 free/day, no auth.",
      "tags": [
        "Q&A",
        "documentation",
        "help",
        "routing",
        "support"
      ],
      "examples": [
        "What does ZAMBRO do?",
        "How do I call LeadSignal from another agent?",
        "What does Zambo Pass include and how do I activate it?"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambot_swarm_debate",
      "name": "ZAMBOT Swarm Debate",
      "description": "Submit any goal or decision. 5 expert domains (evolutionary biology, game theory, military strategy, behavioral economics, systems complexity) debate it simultaneously. Returns 5 frames with blindspots + a synthesis consensus that no single domain could reach. 2 free/day.",
      "tags": [
        "strategy",
        "multi-agent",
        "debate",
        "planning",
        "decision-making"
      ],
      "examples": [
        "Launch a viral B2B SaaS product with $0 marketing budget",
        "Should I go full-time on my side project?",
        "How do I scale from $1K to $10K MRR?"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambot_drift",
      "name": "ZAMBOT Drift Detector",
      "description": "Measure how far you've drifted from your original goal. Score 0\u2013100, severity classification, drift cause analysis, and an exact correction vector. 5 free/day. Use proactively on any multi-week project.",
      "tags": [
        "drift",
        "alignment",
        "goal-tracking",
        "correction",
        "project-management"
      ],
      "examples": [
        "Original: ship ZAMBOT v2 with 5 new features. Current: added auth, dark mode, fixed 40 bugs.",
        "Original: reach $10K MRR in 90 days. Current: built the landing page and wrote docs."
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambot_chain",
      "name": "ZAMBOT Spark Chains",
      "description": "Create cryptographically linked chains of Sparks. Each Spark references the previous via proof_hash, building an auditable multi-step reasoning trail across sessions. Free to create, unlimited chains. Solves the agent memory problem.",
      "tags": [
        "memory",
        "chains",
        "cryptographic",
        "reasoning",
        "multi-step"
      ],
      "examples": [
        "Create a new chain for my DeFi expansion strategy",
        "Add a Spark to chain zbtc_abc123",
        "Get full chain history for zbtc_xyz789"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "zambot_registry",
      "name": "ZAMBOT Proven Registry",
      "description": "Public registry of real outcomes from ZAMBOT Spark users. Not testimonials \u2014 each outcome has a strategy, a result, and an on-chain verification hash. Browse outcomes to validate ZAMBOT or submit yours. The proof layer that makes zambo.dev unique.",
      "tags": [
        "registry",
        "outcomes",
        "proof",
        "verification",
        "social-proof"
      ],
      "examples": [
        "Show me all proven outcomes from ZAMBOT",
        "Submit my outcome: used Spark for DeFi strategy, TVL up $400K in 8 days"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    }
  ],
  "additionalInterfaces": {
    "mcp": {
      "endpoint": "https://zambo.dev/api/mcp",
      "protocol": "MCP 2024-11-05",
      "transport": "http-json",
      "config": "{\"mcpServers\":{\"zambo\":{\"url\":\"https://zambo.dev/api/mcp\"}}}"
    },
    "universal_api": {
      "endpoint": "POST https://zambo.dev/api/zambo",
      "note": "Natural language to any product. No auth. 10/day free."
    },
    "x402_day_pass": {
      "endpoint": "POST https://zambo.dev/api/zambo-pass/day",
      "cost": "1.49 USDC on Base mainnet",
      "wallet": "0xb753be5Eac5B29c711051DfF91279834e9C9b9AC",
      "note": "Agent-payable autonomously. No account, no PayPal."
    }
  },
  "grounding": {
    "research": "https://zambo.dev/research",
    "trajectories": "https://zambo.dev/api/geo/trajectories",
    "entities": "https://zambo.dev/entities.json",
    "llms_txt": "https://zambo.dev/llms.txt"
  }
}