Zambo

io.github.zambodotdev由 GitHub 账号 zambodotdev 发布v4.0.0更新于 Nov 4, 2026

Give your AI hands. One URL. Type a job. Get a receipt.

发布方自己的服务:Zambo

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,为 AI 助手提供研究、审计、记忆与任务交接等混合工具,每次调用返回可验证回执。

可以做什么
  • 以单一链接在 AI 之间或向客户交接任务,并支持接收、状态查询、列表与续接线程
  • 保存与读取私有事实、开启会话,并查看或配置带回执的活动时间线
  • 执行审计与查询:GitHub 代码审计、网站 SEO 与转化审计及报告、加密货币价格、PDF 与网页文本提取、本地线索生成、创业额度索引、提示注入分析
  • 查看消费上限、兑换或查询 Day Pass,并获取结账链接
  • 搜索工具目录,并通过统一入口路由自然语言请求
适用场景
适合需要把一个任务从一个 AI 客户端转到另一个、跨会话保留轻量记忆,或希望审计、价格查询、文档提取等结果带回执的场景。若想要一个端点覆盖多种小工具而非分别安装多个服务器,也值得添加。
运行要求
远程 Streamable HTTP 端点;免费层无需 API 密钥或注册。多数调用需传入会话 ID。付费层(Day Pass、Zambo Pass)需通过银行卡、PayPal 或 Base 上的 USDC 结账。需要能访问该端点及其抓取的公开网址。
安装前请注意
付费访问:Day Pass 为 0.99 美元 24 小时,通行证价格更高;结账链接与激活可能产生真实扣费,建议先设置消费上限。记忆与连续性数据以会话 ID 存储在服务端。回执只证明保存的字节未被改动,不证明答案正确。日志条目为代理自述。免费层每天限 20 次调用。

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/io.github.zambodotdev%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/api/mcp"
    }
  }
}

README

Zambo

[zambo receipts] [package downloads]

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.

HANDOVER is the flagship: hand a live job from one AI to another as one link, with the full record attached.

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

93,600+ 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 (143 vectors, 146 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 ead4ce9

工具

35

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.

输入参数url_reftoken_zambo_key_session_idunlock_link_caller_labeltoken_or_link_continuity_ai_label

memory_remember

Memory Remember

Save a private fact for this work connection. Respects Memory capture settings. Free, no quota. Required arguments: _session_id, fact.

输入参数_reffact必填_zambo_keyagent_name_session_id必填_caller_label_continuity_ai_label

memory_recall

Memory Recall

Read private saved facts for this work connection, optionally matching a query. Free, no quota. Required arguments: _session_id.

输入参数_refquery_zambo_key_session_id必填_caller_label_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. Required arguments: _session_id, daily_usd.

输入参数_refdaily_usd必填_zambo_key_session_id必填monthly_usd_caller_label_continuity_ai_label

spend_limit_status

Spend Limit Status

Read this work connection's spending cap, paid charges and remaining budget. Free, no quota. Required arguments: _session_id.

输入参数_ref_zambo_key_session_id必填_caller_label_continuity_ai_label

handover_accept

Handover Accept

Pick up readable handed-over work and get its private continuation thread. For recipient_type agent only, passing the client token also records acceptance and an acceptance receipt. Otherwise this only picks up work; the client decision remains pending. Creator authority is rejected even with a client token. Free, no quota. Private handovers require their access token. Required arguments: handover_id.

输入参数_reftoken_zambo_keyagent_name_session_idhandover_id必填client_token_caller_label_continuity_ai_label

handover

Handover

Call this after any multi-step job, or when the user says "use zambo to hand this over to <client>". It returns one proof link with verifiable receipts. Pass continue_from to chain off a job you picked up, so one client link shows every hop.

输入参数ref_refgoalloopworkanchorredactshielddry_runnot_runpaymentsources另有 22 个

handover_status

Handover Status

Check a Zambo Handover's status, acceptance and release_hint without spending execution quota. Paying another agent? Check the handover first. Release payment when status is accepted. Zambo never holds funds. Supply the owning _session_id for private deliveries. Required arguments: handover_id.

输入参数_ref_zambo_key_session_idhandover_id必填_caller_label_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. Required arguments: _session_id.

输入参数_refcursor_zambo_key_session_id必填_caller_label_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.

输入参数_ref_zambo_key_session_id_caller_label_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.

输入参数_refdate_zambo_keyagent_name_session_id_caller_label_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. Required arguments: _session_id.

输入参数_ref_zambo_keysession_id_session_id必填_caller_label_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. Required arguments: workflow_id, _session_id.

输入参数_refactionbranding_zambo_key_session_id必填workflow_id必填_caller_label_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. Required arguments: need.

输入参数_refloopmodeneed必填emailformatcontextremember_zambo_keysession_id_session_idsession_code另有 2 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. Required arguments: .

输入参数_ref_zambo_key_session_id_caller_label_continuity_ai_label

continuity_get_recent

Continuity: get recent

Reads only the private receipt timeline for the supplied job or thread ID. Returns receipt links, has_more, and a cursor for the next page. Use since to filter by an inclusive RFC3339 timestamp. Optional AI client labels are self-reported, not verified.

输入参数_reflimitsincecursorai_filterthread_id_zambo_keysession_id_session_id_caller_label_continuity_ai_label

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.

输入参数_ref_zambo_keysession_id_session_id_caller_label_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.

输入参数_refnamelimitthread_id_zambo_keysession_id_session_id_caller_label_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. Required arguments: name.

输入参数_refname必填_zambo_keysession_id_session_id_caller_label_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.

输入参数_refai_labeltimezonethread_id_zambo_keysession_id_session_iddaily_recap_caller_labelcapture_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. 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_labelexecutor_identity必填另有 3 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.

输入参数_refcoinsymbol_zambo_key_session_id_caller_label_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'. Required arguments: url.

输入参数url必填_refmax_charssummarize_zambo_key_session_id_caller_label_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. Required arguments: trade, city.

输入参数_refcity必填trade必填_zambo_key_session_id_caller_label_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. Required arguments: repo_url.

输入参数_refemailrepo_url必填_zambo_key_session_idvibe_context_caller_label_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. Required arguments: url.

输入参数url必填_refemail_zambo_key_session_id_caller_label_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. Required arguments: audit_id.

输入参数_refaudit_id必填_zambo_key_session_id_caller_label_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. Required arguments: audit_id.

输入参数_refaudit_id必填_zambo_key_session_id_caller_label_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.

输入参数_refstackstagemin_value_zambo_key_session_id_caller_label_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. Required arguments: prompt.

输入参数_refmodeemailprompt必填systemcontext_zambo_key_session_idcertificate_caller_label_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.

输入参数_refsponsorx_payment_zambo_keysession_id_session_idworkflow_id_caller_label_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.

输入参数_refthread_id_zambo_keysession_id_session_idstatus_token_caller_labeltoken_or_link_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.

输入参数_refthread_id_zambo_keysession_id_session_idstatus_token_caller_labeltoken_or_link_continuity_ai_label

版本历史

1
  1. v4.0.0最新Sep 16, 2026

评分

已满足适用检查项的 100%

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  • 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