Zambo Stack

{
  "protocolVersion": "1.0.0",
  "name": "Zambo Stack",
  "description": "Zambo provides a canonical MCP tool endpoint plus an authenticated, permissioned A2A coordination bridge.",
  "url": "https://zambo.dev/api/a2a",
  "cardUrl": "https://zambo.dev/api/a2a/card?project_id={project_id}",
  "supportedInterfaces": [
    {
      "url": "https://zambo.dev/api/a2a",
      "protocolBinding": "JSONRPC",
      "protocolVersion": "1.0.0"
    }
  ],
  "version": "4.0.0",
  "documentationUrl": "https://zambo.dev/api/mcp",
  "provider": {
    "name": "Zambo",
    "organization": "zambo.dev",
    "url": "https://zambo.dev",
    "builder": "Brennan Zambo",
    "contact": "brennanzambo@zambo.dev"
  },
  "defaultInputModes": [
    "text/plain",
    "application/json"
  ],
  "defaultOutputModes": [
    "application/json"
  ],
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": true
  },
  "authentication": {
    "schemes": [
      "Bearer",
      "X-Network-Token"
    ],
    "note": "A2A room operations require a project_id plus a project or member capability in the Authorization or X-Network-Token header. Fetch the project-scoped card at cardUrl before use. The separate MCP endpoint has a free quota and optional X-Zambo-Key access."
  },
  "skills": [
    {
      "id": "zambo_universal",
      "name": "Universal Stack Router",
      "description": "Send any natural language need. Routes through the live native Zambo capability layer and returns a structured expert response. Best first call for any agent - handles strategy, code, leads, identity, credits, and more.",
      "tags": [
        "routing",
        "universal",
        "natural-language",
        "orchestration"
      ],
      "examples": [
        "Audit my public code hosting repo at public code hosting.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 strategy from Zambo's live capability layer. 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",
        "Find qualified contractor leads in a new city"
      ],
      "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 - URL, wallet address, public code hosting repo, business description, or goal. Returns bottleneck, fastest win, hidden opportunity, and a 5-step execution playbook.",
      "tags": [
        "analysis",
        "opportunity",
        "scanning",
        "strategy",
        "free"
      ],
      "examples": [
        "a public repository URL",
        "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 public code hosting repo. Returns Provibe Score (0-100), 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",
        "public code hosting",
        "quality",
        "technical-debt"
      ],
      "examples": [
        "a public repository URL",
        "public code hosting.com/myorg/myapp - full security and debt audit"
      ],
      "inputModes": [
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "leadsignal",
      "name": "LeadSignal - Contractor Lead Generation",
      "description": "AI lead gen for contractors and local service businesses. Trade type + city → 5-15 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",
        "contractor in Miami FL",
        "electrician in Chicago IL"
      ],
      "inputModes": [
        "text/plain",
        "application/json"
      ],
      "outputModes": [
        "application/json"
      ]
    },
    {
      "id": "credithunt",
      "name": "CreditHunt - 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 - 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 whether an email has an active Zambo Pass or Day Pass. Returns active status and remaining credits per tool; product and provider limits still apply. Use before bulk API calls to learn the current 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 - 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 0-100, 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 - 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": {
    "a2a": {
      "endpoint": "https://zambo.dev/api/a2a",
      "authenticated_card": "https://zambo.dev/api/a2a/card?project_id=<room_id>",
      "supported_methods": [
        "message/send",
        "tasks/get",
        "tasks/cancel"
      ],
      "scope": "Permissioned coordination, durable task state, evidence, and project-authority approval. This is not unrestricted remote execution."
    },
    "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 the Zambo factory. No auth. 20/day free per IP."
    },
    "x402_day_pass": {
      "endpoint": "POST https://zambo.dev/api/x402/day-pass",
      "cost": "1.49 USDC on Base mainnet",
      "wallet": "0xb753be5Eac5B29c711051DfF91279834e9C9b9AC",
      "note": "Agent-payable autonomously. No account, no PayPal."
    }
  },
  "mcpEndpoint": "https://zambo.dev/api/mcp",
  "x402PaymentEndpoint": "https://zambo.dev/api/x402/day-pass",
  "compatibility_matrix": "https://zambo.dev/ai-compatibility.json",
  "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"
  }
}