Spec Driven Development
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
제작자가 쓴 설명(영어 원문)
The verifiable work layer for AI: 153 tools, cross-AI handover, a verifiable receipt for every job.
이 세 가지는 절대 하나의 점수로 합치지 않아요. 의견, 측정, 인기는 서로 다른 것이니까요.
이 서버는 아직 쉬운 말로 된 요약을 쓰지 못했어요. 아래는 레지스트리에서 읽어 온 사실이에요.
쓰고 있는 AI 앱을 고른 다음 설정을 복사하세요.
필요한 것
어떤 앱을 쓰세요?
위에서 앱을 고르세요. 기억해 두었다가 다음부터는 버튼에 “…에 설치”라고 표시해요.
웹, 데스크톱, 모바일의 Claude에서 쓸 수 있어요:
https://zambo.dev/mcp터미널에서 이 명령어를 실행하세요
claude mcp add --transport http zambo https://zambo.dev/mcp프로젝트의 .cursor/mcp.json 또는 ~/.cursor/mcp.json에 붙여 넣으세요
{
"mcpServers": {
"zambo": {
"url": "https://zambo.dev/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
프로젝트의 .vscode/mcp.json에 붙여 넣으세요
{
"servers": {
"zambo": {
"type": "http",
"url": "https://zambo.dev/mcp"
}
}
}브라우저가 앱을 열지 물어본 다음, 앱이 설정을 보여 주고 확인을 요청해요. 키 값은 비워 두니 직접 입력하세요.
ChatGPT는 인터넷에 있는 서버에만 연결할 수 있어요:
https://zambo.dev/mcp메뉴 이름은 요금제나 시기에 따라 조금 다를 수 있어요.
선택한 앱은 이 기기의 쿠키에만 저장돼요. 계정은 필요 없어요.
이 설정은 제작자의 레지스트리 정보로 만들었어요. README와 다르면 README를 따르세요.
도구 이름과 설명은 서버가 2026년 11월 6일에 알려 준 그대로예요. 우리가 아니라 제작자가 쓴 글이고, 일반 텍스트로만 보여 드려요.
capability_searchSearch across the supported Zambo tool catalog for a use case. Returns relevant tools with relevance scores, descriptions, taglines, and callable API endpoints. Referral searches find the invite-link tool and its 2,000-call reward for an activated paid Day Pass. AER-1 receipt, ve
memory_recallRead private saved facts by caller handle or explicit memory code, optionally matching a query. Uses the shared daily work-call allowance. AER-1 receipt, verifiable offline.
memory_rememberSave a private fact for this work connection. Returns a private memory code for cross-session pickup; keep it secret. Uses the shared daily work-call allowance and respects Memory capture settings. AER-1 receipt, verifiable offline. Required arguments: _session_id, fact.
scam_checkCheck 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 unkn
day_pass_redeemUnlock this AI with your private Day Pass link. No headers needed. The link expires with the original pass. AER-1 receipt, verifiable offline.
spend_limit_setSet 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.
spend_limit_statusRead this work connection's spending cap, paid charges and remaining budget. Free, no quota. AER-1 receipt, verifiable offline. Required arguments: _session_id.
handover_acceptAccepts 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.
handoverCall this when the user says 'wrap up this session', 'continue in another AI', or 'hand this over to '. 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 y
handover_statusChecks 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.
handover_listList Zambo Handovers scoped to the supplied owning _session_id. Returns real statuses and client-ready links. AER-1 receipt, verifiable offline. Required arguments: _session_id.
zambo_homeYour 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.
activity_todayRead 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.
workflow_closeCreate 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 snaps
workflow_sealSeals 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
zambo_universalUniversal 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 rout
new_sessionStarts 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: .
continuity_get_recentReads 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 of
continuity_list_threadsLists 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.
continuity_open_threadOpens 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.
continuity_start_threadCreates 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.
continuity_set_prefsChanges 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.
journal_logFree 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. Req
live_priceReal-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
pdf_extractFetch 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 th
leadsignalAI 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.
provibe_auditAI 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.
ghost_audit_sitewebsite 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
ghost_audit_statusStatus 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.
ghost_audit_reportFull 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.
credithuntLive 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.
prompt_shieldDetection 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.
day_pass_checkout_linkGet a checkout link for the $0.99, 24-hour Day Pass by card or PayPal, including in a fresh session. Creating the link never charges anyone; payment requires completing checkout. Optional workflow_id targets a closed run; sponsor:true explicitly sponsors another team's run withou
day_pass_activateAgent-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. Activat
day_pass_statusCheck 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 lim
pass_statusExact 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.
누구나 볼 수 있는 정보를 점검했고, 코드는 읽지 않았어요. 해당하지 않는 항목은 개수에서 뺐어요. · 2026년 11월 8일 점검
레지스트리 이름이 도메인 zambo.dev 기준으로 확인되었어요(레지스트리가 도메인 소유를 확인해요)
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
아직 GitHub에서 이 저장소를 읽어 오지 않았어요
372ms 만에 응답(HTTP 200)
로그인 필요 없음
도구 설명 36개를 읽었고, AI에게 보내는 숨겨진 지시는 없었어요
레지스트리에서 이 카테고리의 활성 서버 전체와 비교했어요. 스타는 게시자가 저장소를 소유한 경우에만 세요.
해당하는 기본 점검 3개 중 3개를 통과했어요. 코드는 읽지 않았어요. 키나 토큰을 넣기 전에 서버가 어떤 권한을 요구하는지 확인하고, 꼭 필요한 권한만 있는 키를 쓰세요.
레지스트리에 필수 키가 나와 있지 않아요. 다만 처음 쓸 때 로그인을 요구하는 서버도 있어요.
제작자의 클라우드에서 실행돼요. 설치 없이 인터넷으로 연결하지만, 보내는 내용은 제작자의 서버를 거쳐요.
GitHub 저장소는 마지막으로 – 변경됐고, 최신 버전(4.1.4)은 6일 전 레지스트리에 올라왔어요.
Claude Desktop, Claude Code, Cursor, VS Code처럼 MCP를 지원하는 앱에서 쓸 수 있어요. URL로 연결되기 때문에, 원격 MCP 서버를 지원하는 앱(예: 개발자 모드의 ChatGPT)에서도 쓸 수 있어요.
같은 카테고리에는: Spec Driven Development, Remote Desktop Commander, NexusWindows
같은 카테고리에서 다른 제작자가 만든 서버예요. 스타 순으로 정렬했어요.
카드 보는 법:★ GitHub 스타i세 기둥: 리뷰 · 점검 · 사용 정도i업데이트 = 최신 버전을 레지스트리에 공개한 날i
MCP Server that facilitates spec-driven development workflows, not just Vibe Coding.
Remote Desktop Commander: use files, terminal and processes on your own computers from any AI app.
Windows computer use in the background: desktop apps driven without your mouse or keyboard.
제작자의 저장소에서 쓰인 그대로 가져왔어요. PopNx MCP가 검토하거나 보증한 내용이 아니에요. HTML, 이미지, 스크립트는 제거했어요. 링크를 누르면 이 사이트를 벗어나요.
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](https://gitlab.com/rambozambodotdev/zambo). Development happens there. This GitHub page is the public pointer.
Add Zambo to your AI:
Tell your AI: "Add Zambo from https://zambo.dev/mcp"
Or paste the config:
{
"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.
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.
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.
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.
107,000+ 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 (143 vectors, 146 checks, kit v1.5.7), and independent implementations pass it.
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.
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.