AI & Machine Learning
zambo.dev
Provides a platform for managing AI agents, generating strategic insights, and monitoring live sessions.
ENDPOINT 1
https://zambo.dev/api/mcp
Known tools 78
zambo_universalUniversal Zambo Stack entry point.
zambo_liveLive session report — see exactly what tools have been called, when, how fast, and what's active right now.
zambot_sparkGenerate a cross-domain strategy breakthrough for any goal.
find_agentSearch the Zambo Agent Registry — the public phone book for AI agents.
zambot_legendary_sparkGenerate a LEGENDARY SPARK — the highest tier of ZAMBOT intelligence.
zambot_fixDiagnose and fix broken AI-generated (vibe-coded) code instantly.
zambro_analyzeFree, unlimited opportunity scanner with 21 specialized branches.
provibe_auditAI code audit for any public GitHub repository.
credithuntZambo Stack — Live, verified index of every AI and cloud startup credit program available right now.
leadsignalZambo Stack — AI lead generation for contractors and local service businesses.
capability_searchSearch across all 50+ Zambo Stack tools (2 MCPs) by keyword to find what fits your use case.
signal_registerRegister this AI agent on Signal — the Zambo agent identity registry (zambo.dev/signal).
zambo_agent_bootstrapBootstrap your agent into the full Zambo substrate in one call — the recommended first action for any new agent or MCP server.
signal_lookupLook up a verified professional trust passport on Signal (zambo.dev/signal).
builder_pass_checkCheck whether an email address has an active Zambo Pass or Day Pass.
substrate_breakthroughsZambo Stack — Fetch the latest AI-generated scientific breakthroughs from SubstrateLayer — a live autonomous research engine running 24/7.
substrate_engineZambo Stack — Get live stats on the SubstrateLayer autonomous research engine: total lifeforms, active lifeforms, breakthroughs generated, evolution cycles run, mutations, top domain, and current engine status.
zambot_verifyCryptographically verify that a ZAMBOT spark is authentic and was generated by the Zambo Stack.
zambo_helpThe universal shortcut for humans and agents.
zambo_askAsk any natural language question about the Zambo Stack — products, APIs, pricing, routing, how-to, use cases, or deep scan mode.
structlockEnforce any schema on messy AI output, natural language, or raw text — returns clean typed JSON every time.
prompt_shieldZambo Stack — Detect prompt injection, jailbreaks, and policy bypass attempts before they reach your AI model.
model_oracleZambo Stack — Get a ranked recommendation of AI models for your specific task, token budget, and cost constraints.
zambo_checkLegitimacy scanner — checks if a site and/or GitHub repo is legit or vibecoded slop.
zambo_scoreScore any startup, idea, repo URL, business, or goal on a 0–100 scale with a letter grade (S/A/B/C/D), bottleneck analysis, fastest win, and a ready-to-share summary.
zambot_swarm_debateCALL FORMAT: zambot_swarm_debate({goal: 'your strategic question or decision'}).
zambot_driftDetect strategic drift — the silent divergence between what an agent was built to do and what it's actually doing.
zambot_chainCreate or extend a Spark Chain — a cryptographically linked sequence of ZAMBOT Sparks for the same goal.
zambot_outcomeSubmit a real-world outcome for a ZAMBOT Spark — what actually happened when you followed the advice.
zambot_registryBrowse the Proven Spark Registry — a public ledger of ZAMBOT sparks with verified real-world outcomes submitted by agents and humans.
proof_certifyCryptographically certify any AI-generated content with a permanent SHA-256 provenance certificate — tamper-proof, publicly verifiable forever.
agent_briefGenerate a comprehensive machine-readable structured briefing on any URL, product, company, API, codebase, or topic — optimized for AI agent consumption.
agent_hireBrowse, hire, or list agents on the Zambo Agent Marketplace — a decentralized x402 escrow marketplace for AI agents.
content_distributeGenerate a complete, platform-optimized content strategy for any product, feature, achievement, or idea.
stack_architectDesign the OPTIMAL Zambo Stack configuration for any goal — sequences 50+ tools intelligently, estimates time and cost, returns paste-ready MCP configs.
zambo_composeRun Zambo Autopilot — the 6-tool intelligence chain: ZAMBOT Spark → Zambo Score → Drift Detection → Substrate Breakthroughs → Cryptographic Chain Proof → Email Digest.
market_pulseReal-time market intelligence snapshot across AI, agents, and research — aggregated from Substrate (64K+ live breakthroughs), CreditHunt opportunity index, ZAMBOT activity stats, and Groq trend synthesis.
axis_mcp_accessGet the Axis MCP configuration — 12 additional tools bridging Zambo.dev (strategy), x711.io (execution), and Entangler.tech (coordination/routing) into one agent system.
mcp_install_guideGet the zambo.dev install guide and ready-to-paste config blocks for Claude, Cursor, Windsurf, and agent.json manifests.
ghost_audit_statusCheck the status of a running Ghost Audit.
ghost_audit_reportRetrieve the full markdown report for a completed Ghost Audit.
ghost_audit_siteRun Achilles 10-stage ghost audit on any website.
zambo_pulseGet live zambo.dev platform stats — tool calls today, active pass holders, sparks fired, proofs certified, day passes active, days live.
zambo_meshGet the canonical Zambo MCP config block (JSON) or merge it into an existing agent config.
zambo_verifiedGet or issue a Zambo MCP Verified certificate for any project.
zambo_playbookBrowse, run, fork, or submit agent playbooks — named multi-step Zambo tool workflows.
partner_registerRegister as a Zambo partner.
partner_statsCheck partner stats — total conversions and pending payout balance.
mcp_extendGrant 10 additional free daily calls when a user has reached the free tier limit.
zambo_limitCheck your current usage — how many free calls you've used today per tool, how many remain, your tier (free / Signal agent / Day Pass / Zambo Pass), and the fastest way to unlock more.
zambo_tokenGet $ZAMBO token info — Solana community token with a deflationary supply mechanic.
doc_intelExtract structured intelligence from any document — contracts, reports, PDFs, whitepapers, articles, READMEs, legal docs, or raw text.
day_pass_activateActivate a 24-hour unlimited Zambo Pass for $1.49 USDC on Base (chain 8453).
monad_pulseLive Monad mainnet network stats via NadCity.
monad_cityTop contracts and whale wallets on Monad mainnet via NadCity.
basehawk_scoreScore any Base (Base chain) wallet address from 0–1000.
bounty_scanScan a wallet for unclaimed DeFi bounties, airdrops, claimable rewards, and yield opportunities across 36+ protocols on 5 chains (Ethereum, Base, Arbitrum, Optimism, Polygon).
zambo_sessionLoad a ZAMBO session — instantly resume your exact context from Telegram, web, or any previous session in this AI client.
zambo_rememberStore any information in your private Zambo memory — permanently, across every session, device, and AI client.
zambo_recallRetrieve your private Zambo memories — everything stored with zambo_remember, across all sessions.
image_generateGenerate any image with AI — describe it, get a direct image URL instantly.
video_createGenerate a complete video production package from any idea — script, shot list, scene descriptions, camera directions, and camera-ready prompts for RunwayML, Kling, Pika, and Sora.
leadsignal_generateAlias for leadsignal — AI lead generation for contractors.
qr_generateGenerate a QR code for any URL, text, phone number, WiFi credentials, contact info, or anything else — instantly.
weatherGet real-time weather for any city, anywhere in the world — right now, no API key needed.
translateTranslate any text into any language instantly — 100+ languages supported.
fridge_forgeTurn whatever is in your fridge into a real dinner plan.
axis_spark_to_swarmTurn any goal into a full executable multi-agent workflow plan.
axis_tool_dispatchCALL FORMAT: axis_tool_dispatch({tool: "web_search", input: "your query"}).
axis_agent_wireWire two AI agents together via Entangler.tech for trustless coordination.
axis_swarm_patternDesign a full multi-agent fleet architecture on Entangler.tech.
axis_memory_handoffPackage context from one layer and hand it off to another via Entangler MEMORIA.
axis_drift_monitorMonitor a running agent swarm for drift versus its original Zambo Spark.
axis_chain_proofGenerate a cryptographic proof chain: Zambo Spark (strategy) → x711 execution log.
axis_agent_onboardBrief any new AI agent on the complete Zambo + x711 stack.
axis_reputation_checkCheck the reputation and track record of any agent swarm or workflow using provenance chain data.
axis_outcome_submitSubmit real-world outcomes from a cross-layer Axis workflow back into the Zambo Proven Spark Registry.
axis_cross_searchSearch capabilities and tools across Zambo (strategy/tools), x711 (execution/compute), and Entangler (coordination) simultaneously.