Zambo

dev.zambo由 zambo.dev 发布官方发布者v4.1.4更新于 Nov 1, 2026

The verifiable work layer for AI: 153 tools, cross-AI handover, a verifiable receipt for every job.

已验证Streamable HTTP可网页运行效率与工作流知识与记忆开发者工具

概览

AI 生成的概览

远程 MCP 端点,提供大量工具目录、跨 AI 会话交接、可保存的记忆,以及每次调用的可验证回执。

可以做什么
  • 搜索工具目录,并把自然语言请求路由到专用工具
  • 保存与读取私有事实,创建或恢复会话和命名线程,供不同 AI 客户端接续
  • 在 AI 之间或向客户交接工作,查询领取状态并列出交接记录
  • 执行专项任务:加密货币价格、诈骗检测、PDF 与网页文本提取、代码与网站审计、线索生成、云与 AI 额度项目查询、提示注入分析
  • 查看消费上限、Day Pass 状态和带回执的活动账本,并关闭或封存工作流快照
适用场景
适合希望用一个连接覆盖多种小任务、并需要可核查工作记录的场景,也适合在不同 AI 客户端之间接续同一项工作。若需要保存记忆或向客户交付带记录的链接,也可考虑。
运行要求
远程 Streamable HTTP 端点;声明无需 API 密钥或注册。多数工具需传入 _session_id,服务器还要求调用方保存一个 caller handle。付费访问需 Day Pass 或 Pass;代理可用 Base 上的 USDC 支付,人工可用银行卡或 PayPal。
安装前请注意
免费额度为每天 20 次调用加 1 次收尾,超出后需 $0.99 的 Day Pass 或更长期 Pass,结账与激活工具可能产生真实扣费。保存的事实和会话状态存放在服务器端,复用同一会话 ID 的客户端可共享。回执只证明保存的字节未被改动,不证明答案正确。部分工具会把提交的文本、网址或钱包地址发送给第三方威胁情报和价格服务。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Zambo,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/dev.zambo%2Fzambo/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "zambo": {
      "type": "http",
      "url": "https://zambo.dev/mcp"
    }
  }
}

README

Zambo

The verifiable work layer for AI.

Give your AI hands, memory, and proof. Your AI forgets everything the second you close the chat. Zambo fixes that: wrap up a session in one AI and continue it in any other with a code, and picking up is always free. One remote MCP endpoint with 153 tools, continuity that carries work across AIs, and a verifiable receipt for every job, so "done" is something you can check.

Add Zambo · Verify a receipt · Day Pass · Founder

Main code home: GitLab. Development happens there. This GitHub page is the public pointer. [validate] Add Zambo to your AI:

[Add to Claude] [Add to ChatGPT] [Add to Cursor] [Add to VS Code] [Add to Gemini] [Add to Grok]

Add it

Tell your AI: "Add Zambo from https://zambo.dev/mcp"

Or paste the config:

json
{  "mcpServers": {    "zambo": {      "url": "https://zambo.dev/mcp"    }  }}

Claude Code: claude mcp add --transport http zambo https://zambo.dev/mcp

One command: npx zambo install

One click: Install in VS Code · Install in Cursor

Works in Claude, ChatGPT, Grok, Cursor, and any Streamable HTTP MCP client. No API key. No signup.

Your first prompt

Paste this into any AI that has Zambo connected:

Get the live BTC price with Zambo, then give me the receipt link so I can check the work.

Open the link it gives you. The receipt shows the exact saved result and its sha-256 digest, so you can check the work instead of trusting the answer. You can also paste any receipt link at zambo.dev/verify.

First move: HANDOVER

HANDOVER is the front door: hand work from one AI to another, or to a client, as one link with the full record attached. The receiving side picks it up and keeps going, and every step carries its receipt.

What you get

  • Continuity: memory and sessions that persist across calls, clients, and models. Wrap up a session in one AI and continue it in any other with a code; picking up is always free.
  • Tools: 153 behind one endpoint. Research, data, documents, media, payments, and more.
  • Proof: every call returns a verifiable AER-1 receipt. A receipt proves the saved result was not changed after it was saved.

Pricing

Free tier: 20 calls + 1 wrap-up free every day; picking up in another AI is always free. Day Pass: $0.99, unlimited for 24 hours. Zambo Pass: $29 for 30 days, $290 for 365 days. $ZAMBO holders: $19 for 30 days. Agents pay with USDC on Base through x402. Humans pay by card or PayPal.

Proof

91,000+ receipts on record. Zambo receipts follow AER-1, the Agent Execution Receipt standard, now at draft 26: https://datatracker.ietf.org/doc/draft-zambo-aer1/26/ The AER-1 conformance corpus is published (126 vectors, 129 checks, kit v1.5.7), and independent implementations pass it.

Independent baseline

Dominion Observatory, an independent watcher of MCP tool manifests, captured the default 35-tool surface of https://zambo.dev/mcp on 2026-10-30 and published the record in issue #5. Manifest SHA-256: 4520aa4d5cbb8f26913c3e358ed258bf4db24678f28be4aab8875d758e426ca7. The full 153-tool catalog is a separate surface (add ?full=true to the endpoint) and is not part of that baseline. Anyone can fetch the live manifest and compare it against the outside record.

Built by

Solo-built by Brennan Zambo: https://zambo.dev/founder/


next step: add zambo to your ai in one url, no key, no account: https://zambo.dev/add/?ref=zambo-mcp got a receipt link from someone? check it in seconds: https://zambo.dev/verify/ every call returns a receipt. a receipt proves the saved bytes are unchanged. it does not prove the answer is right.

来源:README.md,提交 7fcfb25

工具

36

memory_recall

Memory Recall

Read private saved facts for this work connection, optionally matching a query. Uses the shared daily work-call allowance. AER-1 receipt, verifiable offline. Required arguments: _session_id.

输入参数_refquery_zambo_key_session_id必填_caller_label_caller_handle_continuity_ai_label

memory_remember

Memory Remember

Save a private fact for this work connection. Uses the shared daily work-call allowance and respects Memory capture settings. AER-1 receipt, verifiable offline. Required arguments: _session_id, fact.

输入参数_reffact必填_zambo_keyagent_name_session_id必填_caller_label_caller_handle_continuity_ai_label

scam_check

Scam Check

Check plain text or a wallet, contract, domain, or URL for scam and phishing indicators. URLs and wallet addresses in supplied text are checked with SCAMRA threat intelligence; EVM wallets may also receive an optional Criptic cross-reference. Returns clean, caution, scam, or unknown with confidence, reasons and sources. A clean lookup is not proof of safety. AER-1 receipt, verifiable offline.

输入参数_reftextchaintarget_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

day_pass_redeem

DAY Pass Redeem

Unlock this AI with your private Day Pass link. No headers needed. The link expires with the original pass. AER-1 receipt, verifiable offline.

输入参数url_reftoken_zambo_key_session_idunlock_link_caller_labeltoken_or_link_caller_handle_continuity_ai_label

spend_limit_set

Spend Limit SET

Set this work connection's daily and optional monthly dollar cap before further Day Pass payments. Free, no quota. AER-1 receipt, verifiable offline. Required arguments: _session_id, daily_usd.

输入参数_refdaily_usd必填_zambo_key_session_id必填monthly_usd_caller_label_caller_handle_continuity_ai_label

spend_limit_status

Spend Limit Status

Read this work connection's spending cap, paid charges and remaining budget. Free, no quota. AER-1 receipt, verifiable offline. Required arguments: _session_id.

输入参数_ref_zambo_key_session_id必填_caller_label_caller_handle_continuity_ai_label

handover_accept

Handover Accept

Accepts and picks up a handover by ID or resume code, returns its full saved state and private continuation thread, and records a receipt. Agent pickup is not client approval; the client decision remains pending. Do not generate client tokens. AER-1 receipt, verifiable offline.

输入参数_reftoken_zambo_keyagent_name_session_idhandover_idresume_codeclient_token_caller_label_caller_handle_continuity_ai_label

handover

Handover

Call this when the user says 'wrap up this session', 'continue in another AI', or 'hand this over to <client>'. For AI switching, create a resumable handoff with the same session. For client delivery, return one proof link with verifiable receipts. Pass continue_from to chain off a job you picked up. AER-1 receipt, verifiable offline.

输入参数ref_refgoalloopworkanchorredactshielddry_runnot_runpaymentsources另有 23 个

handover_status

Handover Status

Checks a handover by ID or resume code, including pickup status and the separate client decision/release hint. Agent pickup alone does not authorize payment release. AER-1 receipt, verifiable offline.

输入参数_ref_zambo_key_session_idhandover_idresume_code_caller_label_caller_handle_continuity_ai_label

handover_list

Handover List

List your Zambo Handovers using Zambo Pass and the same _session_id. Returns real statuses and client-ready links. AER-1 receipt, verifiable offline. Required arguments: _session_id.

输入参数_refcursor_zambo_key_session_id必填_caller_label_caller_handle_continuity_ai_label

zambo_home

Zambo Home

Your private Zambo starting point: six ready-to-say goals, today's receipts and actual usage. Ask what Zambo can do for your business, site, code or money. Free. AER-1 receipt, verifiable offline.

输入参数_ref_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

activity_today

Activity Today

Read the private, receipt-backed work ledger for this job and return its Today link. Always free and does not use the daily call allowance. AER-1 receipt, verifiable offline.

输入参数_refdate_zambo_keyagent_name_session_id_caller_label_caller_handle_continuity_ai_label

workflow_close

Workflow Close

Create or return a fixed snapshot with a verifiable receipt of every persisted receipt from this job, including rejected and errored calls. Repeating the call with unchanged receipt data returns the same snapshot workflow_id; later calls after new receipts create a separate snapshot while session_workflow_id continues identifying the live ledger. Both identifiers are unbound metadata excluded from canonical receipt bytes. The first close returns a one-time private workflow_manage_token; retries do not rotate or reissue it. The workflow_close summary receipt is excluded from its own step count. Records Zambo's claims, not issuer authentication. AER-1 receipt, verifiable offline. Required arguments: _session_id.

输入参数_ref_zambo_keysession_id_session_id必填_caller_label_caller_handle_continuity_ai_label

workflow_seal

Workflow Seal

Seals a closed workflow for durable export. Requires the matching job session and an active pass. Never spends, captures, or starts a payment. The export remains a Zambo claim, not issuer authentication. AER-1 receipt, verifiable offline. Required arguments: workflow_id, _session_id.

输入参数_refactionbranding_zambo_key_session_id必填workflow_id必填_caller_label_caller_handle_continuity_ai_labelworkflow_manage_token

zambo_universal

Zambo Universal

Universal Zambo entry point for routing natural-language requests across supported Zambo tools through one MCP connection. Covers strategy, code audits, lead generation, wallet intelligence, provenance certificates, parallel work coordination, and live market data. Returns a route, execution state, downstream tool results when available, and receipt information. AER-1 receipt, verifiable offline. Required arguments: need.

输入参数_refloopmodeneed必填emailformatcontextremember_zambo_keysession_id_session_idsession_code另有 3 个

new_session

New session

Starts fresh session context and returns a new session_id. Reuse that ID on subsequent calls for continuity; changing or omitting it starts clean context. AER-1 receipt, verifiable offline. Required arguments: .

输入参数_ref_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

continuity_get_recent

Continuity: get recent

Reads receipt-backed work for a job or named thread. Pass resume_code to retrieve the complete saved handover, notes, handover ID and JSON URL; otherwise use the existing private job ID. Use since and the returned cursor to continue paginated history. AER-1 receipt, verifiable offline.

输入参数_reflimitsincecursorai_filterthread_id_zambo_keysession_id_session_idresume_code_caller_label_caller_handle另有 1 个

continuity_list_threads

Continuity List Threads

Lists named threads owned by the supplied job ID. Thread IDs can be used as _session_id by another AI client. AER-1 receipt, verifiable offline.

输入参数_ref_zambo_keysession_id_session_id_caller_label_caller_handle_continuity_ai_label

continuity_open_thread

Continuity Open Thread

Opens a named thread or thread ID and returns only events with stored Zambo receipts, including links to open and check each receipt. AER-1 receipt, verifiable offline.

输入参数_refnamelimitthread_id_zambo_keysession_id_session_id_caller_label_caller_handle_continuity_ai_label

continuity_start_thread

Continuity Start Thread

Creates or reuses a named thread under an existing job ID. Pass the returned thread_id as _session_id to append work from another AI client. AER-1 receipt, verifiable offline. Required arguments: name.

输入参数_refname必填_zambo_keysession_id_session_id_caller_label_caller_handle_continuity_ai_label

continuity_set_prefs

Continuity: set prefs

Changes whether future successful calls are captured in the private timeline. It does not remove or hide public receipts already created. AER-1 receipt, verifiable offline.

输入参数_refai_labeltimezonethread_id_zambo_keysession_id_session_iddaily_recap_caller_label_caller_handlecapture_enabled_continuity_ai_label

journal_log

Journal log

Free anonymous or authenticated append-only log for an action performed outside Zambo. The entry is recorded as an agent-reported claim; Zambo does not claim it ran or observed the action. Limited to 20 calls per IP per day on the free tier. AER-1 receipt, verifiable offline. Required arguments: job_id, tool_name, executor_identity.

输入参数_refinputsjob_id必填metadatatool_name必填_zambo_keystarted_at_session_idduration_mscompleted_at_caller_label_caller_handle另有 4 个

live_price

Live Price

Real-time cryptocurrency price lookup for supported coins. Uses CoinGecko first, Coinbase as a secondary no-key provider, then the most recent cached verified value with its age if both live providers are unavailable. Returns live USD price, 24-hour percentage change, and market capitalization when verified. AER-1 receipt, verifiable offline.

输入参数_refcoinsymbol_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

pdf_extract

PDF Extract

Fetch and extract text content from any public URL - PDF documents, web pages, articles, docs. Returns the extracted text, word count, and a summary. Works on research papers, contracts, articles, reports. Use when user says 'read this PDF', 'extract from this URL', 'summarize this document', 'what does this say'. AER-1 receipt, verifiable offline. Required arguments: url.

输入参数url必填_refmax_charssummarize_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

leadsignal

Leadsignal

AI lead generation for contractors and local service businesses. Accepts a trade type and city. Returns qualified local leads with available contact information. AER-1 receipt, verifiable offline. Required arguments: trade, city.

输入参数_refcity必填trade必填_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

provibe_audit

Provibe Audit

AI code audit for a public GitHub repository. Returns a Provibe score from 0 to 100, security vulnerabilities, a dead-code map, and an execution plan for addressing the findings. AER-1 receipt, verifiable offline. Required arguments: repo_url.

输入参数_refemailrepo_url必填_zambo_key_session_idvibe_context_caller_label_caller_handle_continuity_ai_label

ghost_audit_site

Ghost Audit Site

website audit for a website. Returns SEO gaps, AI discoverability issues, conversion leaks, brand-presence gaps, competitor intelligence, a score from 0 to 100, stage findings, an audit ID, a live stream URL, and a report URL. AER-1 receipt, verifiable offline. Required arguments: url.

输入参数url必填_refemail_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

ghost_audit_status

Ghost Audit Status

Status report for a Ghost Audit identified by audit_id. Returns whether the audit is running or complete, along with elapsed-time information and report availability. AER-1 receipt, verifiable offline. Required arguments: audit_id.

输入参数_refaudit_id必填_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

ghost_audit_report

Ghost Audit Report

Full markdown report for a completed Ghost Audit. Returns the website score, severity-ranked findings, stage analysis, and recommended fixes. AER-1 receipt, verifiable offline. Required arguments: audit_id.

输入参数_refaudit_id必填_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

credithunt

Credithunt

Live verified index of AI and cloud startup credit programs. Accepts optional stack, stage, and minimum value filters. Returns count, updated_at, opportunities, and api. AER-1 receipt, verifiable offline.

输入参数_refstackstagemin_value_zambo_key_session_id_caller_label_caller_handle_continuity_ai_label

prompt_shield

Prompt Shield

Detection and analysis of prompt injection, jailbreak, and policy-bypass attempts. Returns an injection risk score, a safe/review/block recommendation, attack indicators, and a safe rewritten version when available. AER-1 receipt, verifiable offline. Required arguments: prompt.

输入参数_refmodeemailprompt必填systemcontext_zambo_key_session_idcertificate_caller_label_caller_handle_continuity_ai_label

day_pass_activate

Day Pass activate

Agent-native access activation endpoint. Accepts an optional payment envelope or existing access key and returns a payment challenge or verified activation result. Activation results include receipt URL, run ID, access key, expiration, usage guidance, and a spend receipt. Activation occurs only after a verified transfer. AER-1 receipt, verifiable offline.

输入参数_refsponsorx_payment_zambo_keysession_id_session_idworkflow_id_caller_label_caller_handle_continuity_ai_label

day_pass_status

Day Pass status

Check your current pass, also available as pass_status. All arguments are optional: current session, token_or_link, thread_id, or _zambo_key. Returns a plain status line, active, tier, expires_at, seconds_left and a private unlock link without spending quota. Product/provider limits may still apply. AER-1 receipt, verifiable offline.

输入参数_refthread_id_zambo_keysession_id_session_idstatus_token_caller_labeltoken_or_link_caller_handle_continuity_ai_label

pass_status

Pass Status

Exact alias of day_pass_status. Free and uncapped. Returns the same plain status line and top-level pass fields; no arguments required. AER-1 receipt, verifiable offline.

输入参数_refthread_id_zambo_keysession_id_session_idstatus_token_caller_labeltoken_or_link_caller_handle_continuity_ai_label

版本历史

4
  1. v4.1.4最新Nov 1, 2026
  2. v4.1.2Oct 29, 2026
  3. v4.1.1Oct 25, 2026
  4. v4.1.0Sep 26, 2026

评分

已满足适用检查项的 100%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分
  • 许可证10 分

其他 Zambo 集成