Zambo

io.github.zambodotdev由 GitHub 帳號 zambodotdev 發布v4.0.0更新於 Nov 4, 2026

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

發布方自己的服務:Zambo

已驗證Streamable HTTP可網頁執行效率與工作流知識與記憶開發者工具

概覽

AI 產生的概覽

遠端 MCP 端點,為 AI 助理提供研究、稽核、記憶與任務交接等混合工具,每次呼叫都回傳可驗證的收據。

可以做什麼
  • 以單一連結在 AI 之間或向客戶交接任務,並支援接收、狀態查詢、清單與續接執行緒
  • 儲存與讀取私有事實、開啟工作階段,並檢視或設定帶收據的活動時間軸
  • 執行稽核與查詢:GitHub 程式碼稽核、網站 SEO 與轉換稽核及報告、加密貨幣價格、PDF 與網頁文字擷取、在地潛在客戶開發、新創額度索引、提示注入分析
  • 檢視消費上限、兌換或查詢 Day Pass,並取得結帳連結
  • 搜尋工具目錄,並透過統一入口路由自然語言請求
適用情境
適合需要把任務從一個 AI 用戶端交到另一個、跨工作階段保留輕量記憶,或希望稽核、價格查詢、文件擷取等結果附帶收據的情境。若想用一個端點涵蓋多種小工具,而不必分別安裝多個伺服器,也值得加入。
執行需求
遠端 Streamable HTTP 端點;免費層不需 API 金鑰或註冊。多數呼叫需傳入工作階段 ID。付費層(Day Pass、Zambo Pass)需以信用卡、PayPal 或 Base 上的 USDC 結帳。需要能連線該端點及其擷取的公開網址。
安裝前請注意
付費存取:Day Pass 為 0.99 美元 24 小時,通行證價格更高;結帳連結與啟用可能產生實際扣款,建議先設定消費上限。記憶與延續性資料以工作階段 ID 存放在伺服器端。收據只證明儲存的位元組未被更動,不證明答案正確。日誌項目為代理自行陳述。免費層每天限 20 次呼叫。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Zambo,將其新增到工作區。
  2. 為需要使用其工具的對話啟用該服務。

Web executable,透過 Streamable HTTP。 遠端服務在工作區中設定後即可從網頁執行環境執行。

交給代理程式安裝

把這段提示詞貼上到 Claude Code、Codex、Cursor 等代理程式,或 SourceWeft 對話中。代理程式會讀取該伺服器的安裝指南,先向你展示發布者、端點和登入方式,經你同意後再把它新增到你的客戶端。金鑰不會寫進任何命令。

閱讀 https://sourceweft.com/mcp/io.github.zambodotdev%2Fzambo/install.md,並按其中說明把這個 MCP 伺服器接入我的客戶端。修改任何設定之前,先告訴我它的發布者、端點和登入方式,等我確認。不要把 API 金鑰寫進命令或我會提交的檔案;問我金鑰應從哪裡取得。

檢視代理程式所依據的安裝指南

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

來源: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.

輸入參數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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數ref_refgoalloopworkanchorredactshielddry_runnot_runpaymentsources另有 22 個

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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_refloopmodeneed必填emailformatcontextremember_zambo_keysession_id_session_idsession_code另有 2 個

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: .

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_refinputsjob_id必填metadatatool_name必填_zambo_keystarted_at_session_idduration_mscompleted_at_caller_labelexecutor_identity必填另有 3 個

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.

輸入參數_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.

輸入參數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.

輸入參數_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.

輸入參數_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.

輸入參數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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_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.

輸入參數_refthread_id_zambo_keysession_id_session_idstatus_token_caller_labeltoken_or_link_continuity_ai_label

版本歷史

1
  1. v4.0.0最新Sep 16, 2026

評分

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  • 近 30 天內可連通必需25 分
  • 已宣告認證方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 圖示10 分
  • 文件15 分
  • 授權條款10 分

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