MCP-сервер Zambo

• Имя в реестреdev.zambo/zamboподтверждён в реестре MCP

Имя в реестре лежит в пространстве zambo.dev. Реестр пускает в такое пространство только того, кто доказал владение доменом через DNS или HTTP.

• Состояниеотвечаетпроверено 2026-10-21
• Инструменты35
• Сервер называет себяZambo Stack
• Версия сервера4.1.0
• Версия протокола2025-06-18

2026-10-21 сервер ответил на initialize и tools/list без входа. Первый ответ за 220 мс.

• Делают ли инструменты работу продукта, ещё не проверено.
• Проверок пока 2 из 7, нужных, чтобы судить о надёжности.

Вывод сделан правилами по замерам выше. Вероятный первый вызов выбрала модель по списку инструментов: прочитайте описание, прежде чем на него полагаться.

• Оценка INITE MCPчерез неделюдля оценки нужно 7 ежедневных проверок, пока 2
• Отвечалидёт замерпроверок пока 2, долю покажем после 7
• Медиана первого ответа184 мс
• Место в контексте агента≈ 14 019 токеновописания всех инструментов (35), агент держит их в контексте на каждом ходу
• Описания инструментовA · 96 из 100
• Типизированные ответы35 из 35 инструментовобъявлен outputSchema: ответ приходит с типами и читается сразу

• Параметры без описания: в 9 из 35

Программа проверяет сервер раз в день: initialize и tools/list, без модели. Токены - это длина описаний из расчёта примерно четыре символа на токен. Оценка - среднее шести проверок имени, описания, схемы и аннотаций каждого инструмента. Она говорит, насколько понятно описаны инструменты, а не о том, работают ли они. Оценка складывается только из замеренного: отвечает ли сервер (30%), делает ли работу продукта (25%), описания (20%), контекст (10%) и использование (15%). Незамеренная часть не учитывается, а скрытая инструкция ограничивает оценку 40 баллами. Состояние MCP-серверов вендоров: методика и цифры →

• day_pass_redeem

  Unlock this AI with your private Day Pass link. No headers needed. The link expires with the original pass.

• memory_remember

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

• memory_recall

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

• 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.

• spend_limit_status

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

• 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…

• 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…

• 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…

• 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.

• 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.

• 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.

• workflow_close

  Create or return a fixed snapshot with a verifiable receipt of this job's eligible receipts. Repeating the call with unchanged receipt data returns the same snapshot workflow_id; later calls after new receipts create a separate snapshot…

• 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…

• 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…

• 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: .

• 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…

• continuity_list_threads

  Lists named threads owned by the supplied job ID. Thread IDs can be used as _session_id by another AI client.

• 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.

• 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.

• continuity_set_prefs

  Changes whether future successful calls are captured in the private timeline. It does not remove or hide public receipts already created.

• 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…

• 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…

• 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…

• 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.

• 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.

• 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…

• 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.

• 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.

• 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.

• 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…

• day_pass_checkout_link

  Get 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…

• 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…

• 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…

• 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.

• capability_search

  Search across the supported Zambo tool catalog for a use case. Returns relevant tools with relevance scores, descriptions, taglines, and callable API endpoints.