Andru

io.github.geter-andru由 GitHub 帳號 geter-andru 發布v2.0.2更新於 Oct 29, 2026

Revenue intelligence for complex B2B growth.

已驗證Streamable HTTP可網頁執行知識與記憶資料與分析商業與電商

概覽

AI 產生的概覽

Andru 是一項 B2B 營收智慧服務,讓助理依 ICP 為公司與商機評分、剖析買家角色並產出銷售素材。

可以做什麼
  • 依帳戶 ICP 評估公司與商機,支援批次評分與不適配訊號判斷
  • 剖析買家角色、訊息框架、競爭定位與評估標準
  • 產出客戶計畫、潛在客戶名單、會前簡報與買家角色扮演
  • 查詢與記錄營收記憶、市場訊號與投資組合就緒度分數
  • 在 139 項資產目錄中搜尋、生成並取得銷售與募資交付物
  • 完成註冊、查看額度並為付費呼叫詢價
適用情境
適合技術型創辦人與 B2B 銷售,讓助理判斷某家公司或商機是否值得投入、為買家會議做準備,或產出銷售與募資素材。它不用於一般網路研究,也不用於向他人發送訊息。
執行需求
可使用託管端點,或以 Node.js 在本機執行 npm 套件。Andru 帳戶與 API 金鑰(ANDRU_API_KEY 或 X-API-Key 標頭)起初為選用,助理可透過電子郵件驗證碼或核准連結代為註冊。需要能連線至 Andru API 的網路。
安裝前請注意
付費工具會從預付錢包扣款,呼叫可能產生費用;quote 與 whoami 可查看價格與餘額。註冊會回傳僅顯示一次的 API 金鑰,需妥善保存。助理可寫入帳戶記憶與資產庫,伺服器會記錄工具名稱、結果與費用。產品資訊與公司網站會傳送至 Andru 的伺服器。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Andru,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.geter-andru%2Fandru-intelligence/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": {
    "andru": {
      "type": "http",
      "url": "https://mcp.andru-ai.com/mcp"
    }
  }
}

README

Andru MCP Server

An enterprise buyer specialist that already knows your buyers. Your agent builds the assets technical founders sell with, and prepares them for real buyer conversations.

Andru is an enterprise buyer specialist for complex B2B deals: it already knows your buyers and scores deals the same way every time. Give your agent 30 tools and a catalog of 139 assets, built from what Andru knows about your company and buyers. Start with:

  • Pure Signal Market Resonance: who needs your product most, and why now (every account starts with a free cold-read ICP)
  • Buying Committee Navigation: the committee, its objectors and the order to engage them
  • Champion Enablement Kit: what your champion needs for the meetings you're not in
  • Technical Sales Translator: technical features in the language buyers pay for
  • Executive Business Case Builder: the case your champion takes to the people who sign

Prepare for real conversations with buyer role-play and pre-meeting briefs (up to 10 a day). Lookups are free. Assets and role-play draw on one prepaid wallet, at the same prices as the platform: andru-ai.com/pricing.

Build any of them with generate_asset (for example generate_asset with asset: "Champion Enablement Kit"), and find the rest with list_assets.

Installation

bash
npm install -g mcp-server-andru-intelligence

Or run directly:

bash
npx mcp-server-andru-intelligence

Or connect to the hosted server at https://mcp.andru-ai.com/mcp.

In Cursor or VS Code, add the hosted server in one click: see Add to Cursor or VS Code.

Configuration

Environment Variables

VariableRequiredDefaultDescription
ANDRU_API_KEYNo—Your Andru API key. Without one, your agent can sign you up from the conversation.
ANDRU_API_URLNohttps://api.andru-ai.comAPI base URL. The default is Andru's production API; you don't need to change it. Your key is only sent to *.andru-ai.com or this machine; set ANDRU_ALLOW_CUSTOM_API_URL=true to use another host on purpose.

Get your API key at platform.andru-ai.com/settings/developer.

No key yet? Start the server without one and ask your agent to sign you up. It calls signup_start with your email; you get a code and an Approve button; the session then uses the new key.

Claude Desktop

Add to your claude_desktop_config.json:

json
{  "mcpServers": {    "andru-intelligence": {      "command": "npx",      "args": ["mcp-server-andru-intelligence"]    }  }}

Already have a key? Add "env": { "ANDRU_API_KEY": "<your key>" }. Without one, ask your agent to sign you up.

Claude Code

bash
claude mcp add andru-intelligence npx mcp-server-andru-intelligence

Already have a key? Add --env ANDRU_API_KEY=<your key>.

Available Tools

Qualification & Scoring

ToolWhat It DoesLatency
get_icp_fit_scoreTells you in seconds whether a company is worth your time — scores across 5 dimensions against who actually buys from you<100ms
batch_fit_scoreScore up to 50 companies at once — tier and score so you can rank a list in under a second<500ms
classify_opportunityFull read on a deal — fit score, persona match, risk flags, disqualification check, and a verdict: pursue, pause, or walk away<200ms
get_disqualification_signalsFind out if you're wasting time on a deal that won't close — three layers of signal and a clear recommendation<200ms

Stakeholder Understanding

ToolWhat It DoesLatency
get_persona_profileLook up who you're actually talking to — what they care about at 7 AM, what they need before they say yes, and exactly how to open<50ms
get_messaging_frameworkYour story in one buyer's terms: what they respond to, the problem in their words, and the concerns they need answered, built from your ICP<50ms
get_competitive_positioningWhen a buyer is weighing another option: where it fits them better, where yours does, and questions that help them decide for themselves<100ms
get_evaluation_criteriaScores how well you match what a buyer needs — across pain coverage, outcome clarity, capability fit, and 3 more dimensions<100ms

Account & Pipeline

ToolWhat It DoesLatency
get_account_planBuilds the account plan in your Andru account and returns its link with a short summary. A plan from the last 30 days comes back at once. Returns a job_id; get_asset collects it1–3 min
get_icp_profileYour ICP, built from what you sell: the buyers who decide, what each is measured on and needs answered, the signals a company is ready to change, and who isn't a fit<100ms

Prospecting & Meetings

ToolWhat It DoesLatency
discover_prospectsFinds real companies likely to buy your product — searches the web live and links the page behind every piece of evidenceup to ~2 min
get_pre_briefWhat the meeting is for and what each person in the room likely thinks going in, built from your buying committee and labelled as assumptions to correct10-20s

Founder Tools

ToolWhat It DoesLatency
get_sales_blueprintFirst sales hire blueprint — JD, comp model, interview questions, and 90-day ramp plan for the stage you're at10-20s
get_thesis_matchUp to 3 VC firms investing now in companies like yours, each with a recent deal or stated focus and a link to the page it came from~30s
simulate_buyer_personaPrepare for a meeting with the people who'll be in the room: a brief of what each person likely thinks going in (10 a day), then a Deal Prep session where Andru plays them, one or several at once5-15s

What Andru Remembers

ToolWhat It DoesLatency
get_revenue_memoryQuery what Andru has learned about your business over time: metrics, deal patterns, account history, decisionsvaries
log_revenue_insightSave an insight, decision, metric or pattern to Andru's memory; earlier values are versioned automaticallyvaries
get_founder_contextEverything Andru knows about you, organised by memory typevaries
get_memory_historyHow a metric, deal stage or priority has changed over time ("What was my MRR 3 months ago?")varies

Market & Portfolio Intelligence

ToolWhat It DoesLatency
get_market_signalsWhat's moving in your market now: ranked signals, each with its buyer impact and a recommended actionvaries
assess_company_readinessScores a company's Revenue Readiness Index (0–100) from its operating metrics, with its #1 growth constraintvaries
get_portfolio_readiness_rollupA board-ready scorecard of every portfolio company by Revenue Readiness Index, with aggregatesvaries
generate_portfolio_briefA brief on your portfolio's sales activity for a period, with sources (not a financial or performance report)a few min

Consultation

ToolWhat It DoesLatency
consult_agentAsk one of Andru's domain expert agents in natural language and get a domain-scoped answervaries

Asset Catalog

ToolWhat It Does
list_assetsSearch Andru's catalog of 139 assets, from enterprise deals to hiring, fundraising and buying: what each is, its business outcome, and whether it can be generated today
generate_assetGenerate any catalog asset from everything Andru knows about your company; saved to your Andru library
get_assetCollect a generated asset or portfolio brief as markdown, or an account plan's link and summary
cancel_jobStop an asset that generate_asset is still building; what it had written is discarded. A build that already finished stays as it is
list_my_assetsList the assets saved to your Andru library: each one's name, when it was built, and whether it was built in part. Open one with get_asset and its asset_id

Product Context

ToolWhat It Does
set_product_contextTell Andru what you sell, once: your company website (Andru reads it) or a short description. Every later call uses it

Pricing

Andru charges from a prepaid wallet, at the same prices as the platform: andru-ai.com/pricing. Answers from your own data are free, and a call that only asks you for more information is never charged. Your wallet balance is at platform.andru-ai.com/settings/billing.

CLI

These tools are also available from the command line via the companion andru-intel package:

bash
npx andru-intel assets board            # search the asset catalog (free)npx andru-intel generate "Board Presentation" --out board-deck.md   # build it, save as markdownnpx andru-intel list                    # see all toolsnpx andru-intel score "AI code review"  # instant ICP (works offline)npx andru-intel persona CFO             # buyer persona deep divenpx andru-intel blueprint --stage "Series A" --arr "$2M"npx andru-intel thesis "AI sales platform" --stage "Seed"npx andru-intel roleplay CTOnpx andru-intel wellnessnpx andru-intel run get_competitive_positioning --competitorName "<the alternative>"

Cold-Start Support

7 tools work without any pipeline data — just describe your product:

  • get_icp_fit_score, get_persona_profile, get_messaging_framework, get_competitive_positioning, get_evaluation_criteria, classify_opportunity, get_disqualification_signals

Andru only needs to know what you sell once:

  • Signed up with a company email? Andru reads your company's website and remembers your product. Nothing to do.
  • Client shows forms (Claude Code, Cursor, VS Code)? The first tool that needs it asks for your website in one field, then answers.
  • Otherwise: call set_product_context with your website (or a description) once.

You can still pass productDescription, vertical, and targetRole on any call; what you send first is remembered. The tools use pre-built stakeholder understanding (5 pre-built buyer personas, 3 vertical segment profiles) to deliver results immediately.

Run a full ICP pipeline at platform.andru-ai.com for understanding tuned to your specific product and market.

Available Resources

URIDescription
andru://accountsYour tracked accounts — tier, pipeline value, stakeholder count, and account plan status

How It Works

This MCP server is a thin proxy that authenticates with your Andru API key and forwards tool/resource requests to the Andru backend. All intelligence generation, ICP scoring, and data access happens server-side — the MCP server itself is stateless.

When your AI app connects, the server tells Andru the app's name and version. Each tool call is recorded by tool name, outcome and cost; what you typed isn't part of that record.

Claude Desktop/Code  →  MCP Server (stdio)  →  Andru API (HTTPS)

A2A Protocol

Andru also supports the Agent-to-Agent (A2A) protocol for direct agent-to-agent communication. The AgentCard is available at:

https://api.andru-ai.com/.well-known/agent-card.json

Intelligence Briefs

Free signal reads for the questions technical founders ask at 11 PM:

License

MIT

來源:README.md,提交 22cc608

工具

36

preview_company

Preview a company

Before any outreach: use this when the person wants to see how a company's website reads to the buyers it wants, before they have an Andru account. Returns who the company sells to, the buyers who decide, and what the site says versus what those buyers need to hear. Send the website. No account needed. Takes about a minute: you get a preview_id; call again with it to collect the read. If the person signs up with signup_start and this preview_id, the read becomes their first ICP.

輸入參數websitepreviewId

signup_start

Start sign-up

Getting set up: use this when the person asks to sign up for or sign in to Andru from here. Send their email. Andru emails them a 6-digit code and an Approve button. If they read you the code, call signup_verify. If they tap Approve, call signup_status with the request_id until it returns your key. They also choose how much you can spend without asking them; it starts at nothing beyond the daily free calls.

輸入參數email必填websitefoundViaagentNamepreviewId

signup_verify

Finish sign-up with a code

Getting set up: use this after signup_start when the person reads you the 6-digit code from their email. Send the email and the code. Returns an Andru API key for this agent.

輸入參數code必填email必填foundViaagentName

signup_status

Check sign-up approval

Getting set up: use this after signup_start when the person approves by tapping the button in their email instead of reading you a code. Send the request_id. Returns "waiting" (ask again after the number of seconds it gives), your API key once they approve (shown once; save it), or "expired".

輸入參數requestId必填

whoami

Show this key's account and limits

Use this when the person asks what this key or connection can spend, or how much is left. Returns the account, the key's name, how much it can spend today and this month without asking, the wallet balance, and free calls left today, and the portfolios this account can see, each with its id.

無需輸入參數。

quote

Get the price of a call

Use this when the person asks what a call would cost. Send the tool name and its arguments. Returns the price, whether today's free calls cover it, the wallet balance, how much this key can still spend without asking, and a quote_id that holds the price for 30 minutes. Pass quote_id with the call to pay the quoted price.

輸入參數tool必填arguments

get_icp_fit_score

Score a company's fit

Use this when the person asks whether one company is a good fit, before they reach out or spend more time. Scores it in seconds against the account's ICP on 5 dimensions (company profile, tech stack, pain, budget fit, buying signals) and returns an A–D tier with the reason behind each score. For many companies at once, use batch_fit_score.

輸入參數domainrevenueindustryverticalgeographytechStackpainPointstargetRolecompanyNameemployeeCounttriggerEventsproductDescription

get_persona_profile

Profile a buyer

Use this when the person asks what a specific buyer role cares about (a CFO, a VP of Operations) or why that person isn't responding. Returns Andru's starting picture of that buyer from the account's ICP: what they're measured on, what worries them, the concerns they need answered before they say yes, and what they need to hear. Treat it as something to confirm with the real person, not a conclusion. To prepare for one specific meeting, use get_pre_brief.

輸入參數title必填industryverticaltargetRolecompanySizeproductDescription

get_disqualification_signals

Check whether a buyer is ready

Use this when a deal has stalled or the person wonders whether this buyer is ready for them. Checks the company against the account's ICP and the profile of companies that aren't a fit, and returns one of four fit levels with the reasons. When the answer is no, help the person tell the buyer kindly who fits them better today.

輸入參數revenueindustryverticalgeographytechStacktargetRolecompanyNamedealContextemployeeCountproductDescription

get_messaging_framework

Put your story in each buyer's terms

Use this when the person needs to put their story in one buyer's terms: a first note to an executive about what they could change, or the same point for the CFO and the IT lead. Returns what that buyer responds to, the problem in their words, and the concerns they need answered, for a channel and funnel stage. Built from the account's ICP. To learn who the buyer is, use get_persona_profile; to prepare for one specific meeting, use get_pre_brief.

輸入參數stagechannelsegmentverticaltargetRolepersonaTypeproductDescription

get_competitive_positioning

Weigh the buyer's alternatives

Use this when a buyer is weighing another option, or the person asks how they compare with a named alternative. Treats it as diligence for the buyer: where the alternative fits this buyer better, where the person's product does, and questions that help the buyer decide for themselves. Grounded in the account's ICP.

輸入參數contextverticaltargetRolecompetitorName必填competitorFeaturesproductDescription

classify_opportunity

Read a deal

Use this after a first conversation, when the person wants one read on whether this buyer is ready: fit score, how well the people involved match the buyers in their ICP, risk flags and a fit check, ending in one call: pursue, proceed with caution, deprioritize, or not a fit today. It doesn't confirm a champion; that takes asking the person. For a quick fit score only, use get_icp_fit_score.

輸入參數revenueindustryverticaldealStagedealValuegeographytechStackpainPointstargetRolecompanyName必填contactTitleemployeeCount另有 4 個

get_account_plan

Build an account plan

Use this when the person wants a plan for a specific target account. Builds a first map of the buying committee, the opportunities that fit what they sell, the likely champion, what each person needs to hear, and next steps, from sourced research, saved to their Andru account. Treat the committee and champion as a map to confirm with each person. Returns the plan's link with a short summary. A plan for the same company from the last 30 days comes back at once. Takes 1 to 3 minutes: returns a job_id; call get_asset with it.

輸入參數quoteIdrefreshaccountName必填idempotencyKeymaxAmountCentsproductDescription

get_evaluation_criteria

Score fit to a buyer's needs

After discovery, checking what the buyer said they need against what the person offers: use this when the person knows what a buyer needs and wants to see how well their product matches. Pass the buyer's `buyerPainPoints` and `requiredCapabilities`. Returns 0-100 for pain coverage, outcome clarity, capability fit and 3 more dimensions, plus an overall score. To check whether a company is a fit at all, use get_icp_fit_score.

輸入參數verticalbuyerSizetargetRolebuyerIndustrybuyerPainPointsproductDescriptionrequiredCapabilities

get_icp_profile

Read your ideal customer profile

Use this when the person asks who their ideal customer is, who isn't a fit, or needs to explain who buys from them and why. Returns the account's ICP, built from what they sell: the enterprise buyers who decide, what each one is measured on and the concerns each needs answered, the signals that a company is ready to change, and who isn't a fit. If the first ICP is still being built, it says so; ask again in a minute.

無需輸入參數。

discover_prospects

Find likely buyers

Before outreach, finding companies with a reason to change now: use this when the person needs new companies to sell to, for example when their pipeline is thin. Searches the web for real companies showing the problem the person's product solves right now (hiring, launches, funding, expansion) and links the page behind every piece of evidence. Uses the product saved on the account. Takes up to a couple of minutes. Only companies with sourced evidence are returned.

輸入參數quoteIdindustrycompanyNametargetMarketcoreCapabilityidempotencyKeymaxAmountCentsproductDescription

get_pre_brief

Prepare for a meeting

Use this when the person has a specific upcoming meeting or call and wants to be ready for it. This is the default for "prepare me for my call". Returns a short brief: what the meeting is for and what each person in the room likely thinks going in (what they want, the concerns they need answered, what moves them, and where they'll disagree), built from the account's buying committee and labelled as Andru's assumptions to correct. Send the meeting (from their calendar, or described in a sentence), what kind of meeting it is, and who will be there by title. If you leave out who's in the room, Andru answers with the six buyers to choose from. To talk with the buyers before the meeting, use simulate_buyer_persona with the same brief.

輸入參數roomstagemeetingmeetingIdsituationcompanyName

batch_fit_score

Score a list of companies

Before outreach, choosing where to spend time: use this when the person has a list of companies to score or rank against their ICP (up to 50 at once). Returns each company's tier and score, plus totals.

輸入參數companies必填

get_sales_blueprint

Plan your first sales hire

When the founder is ready to hand the path they've proven to a first seller: use this when the person is planning a sales hire: what role, how to pay it, how to interview for it, or how to ramp the new hire. Returns a job description, comp structure, interview questions that reveal sales ability, a 90-day ramp plan and weekly activity targets tied to their ARR goal.

輸入參數quoteIddealSizeteamSizearrTarget必填companyStage必填avgCycleLengthidempotencyKeymaxAmountCents

get_thesis_match

Find investors who fit

Fundraising, not selling: use this when the person is raising money and asks which investors to talk to. Finds up to 3 VC firms investing now in companies like theirs, each with a recent deal or stated focus and a link to the page it came from (a live web search, about 30 seconds). Only firms with sourced evidence are returned.

輸入參數stage必填quoteIdarrRangeverticalidempotencyKeymaxAmountCentsproductDescription必填

simulate_buyer_persona

Prepare with buyer role-play

Use this only when the person asks to talk with, or play out the meeting with, the buyers who'll be in the room. Andru writes a brief of what each person likely thinks going in (10 briefs a day), then plays them, one or several at once, in a Deal Prep session of 25 turns, asking what real buyers ask. Say "End role-play. How did I do?" for a scored debrief and what to take into the meeting. For the written brief alone, use get_pre_brief; it writes the same brief this session starts from.

輸入參數moderoomstagemeetingmessagepersonaquoteIdspeakerstageIdbrief_idsituationmeeting_id另有 6 個

get_revenue_memory

Search what Andru remembers

What Andru has learned about their buyers and deals: use this when the person asks what they decided, learned or recorded before: metrics, deal patterns, account history, decisions and habits Andru has saved. Filter by category, key pattern or memory type.

輸入參數categorykeyPatternmemoryType

log_revenue_insight

Save what a deal taught

Writing down what each deal taught: use this when the person asks you to remember something about their buyers or deals: a deal decision, a reason a deal was won or lost, an ICP refinement, a metric update or a strategic pivot. Saving an existing key keeps the previous value in its history.

輸入參數key必填value必填domaincategory必填confidencememoryType

get_founder_context

Read what Andru knows about you

The context behind every step: use this when the person asks what Andru is, or what it knows about them or their company. Andru is the person's enterprise buyer specialist. Returns their profile, product, and memory grouped as What I Know, Patterns I've Noticed and How You Operate.

無需輸入參數。

get_memory_history

Show how a memory changed

Use this when the person asks how one saved metric, deal stage or priority changed over time, such as "What was my MRR 3 months ago?" or "When did my biggest deal move into procurement?".

輸入參數key必填category必填

get_market_signals

See what's moving in your market

Use this when the person asks what's changing in their market or their buyers' markets, or needs a reason a buyer might act now. Returns relevance-ranked signals (trends, buyer pain, moves by the alternatives buyers weigh, regulatory and tech shifts, hiring and funding), each with its impact on buyers and a recommended action. Signals come from Market Pulse; if the account has no Market Pulse yet, it says so.

輸入參數limitindustrysignalTypewindowDaysminRelevance

assess_company_readiness

Score a company's revenue readiness

Checking whether a company's revenue engine is ready for its next stage: use this when the person wants to score one company's revenue readiness from its operating metrics (for example ARR, net revenue retention, sales cycle). Returns a Revenue Readiness Index (0-100) with stage fit, confidence, and the #1 growth constraint. Pass the metrics you have; more metrics give higher confidence. For every portfolio company at once, use get_portfolio_readiness_rollup.

輸入參數metrics必填quoteIdcompanyNameidempotencyKeymaxAmountCents

get_portfolio_readiness_rollup

Portfolio readiness scorecard

Portfolio oversight: use this when a PE or VC operator wants a scorecard across all their portfolio companies, or asks which company is most at risk. Returns each company's Revenue Readiness Index, comparable across companies, with the average, the at-risk count and customer-concentration risk.

輸入參數quoteIdportfolioId必填idempotencyKeymaxAmountCents

generate_portfolio_brief

Brief on portfolio sales activity

Portfolio oversight: use this when a PE or VC operator wants a written brief on their portfolio companies' sales activity for a period: what Andru's work across the companies found (targets, opportunities, overlaps), each company's public news (launches, customers, partnerships, sales hires, new markets), and the market signals around their buyers, with sources. Not a financial or performance report. Send the companies (name and website, up to 15) or a portfolioId; with neither, Andru suggests the companies on the firm's website for the person to confirm. Takes a few minutes: returns a job_id; call get_asset with it.

輸入參數quoteIdcompaniesperiodEndperiodTypeperiodStartportfolioIdidempotencyKeymaxAmountCents

consult_agent

Ask an Andru specialist

Any step, when no other tool fits: use this when the person asks an open question for one of Andru's domain experts. Gets a domain-scoped answer in natural language (it may call lookup tools; tools that cost money must be called directly). One turn per call; pass prior turns as `history` to continue. Use `module` to pick the expert (e.g. 'market-clarity', 'deal-acceleration', 'due-diligence', 'portfolio-ops').

輸入參數module必填historymessage必填quoteIdidempotencyKeymaxAmountCents

list_assets

Search the asset catalog

Use this when the person needs a deliverable, often something their champion will carry into meetings the person won't be in (a business case for the CFO, an email draft, a board deck), or asks what Andru can make. Searches Andru's catalog of 139 assets, from enterprise deals to hiring, fundraising and buying. Each entry says what it is, the business outcome, whether it needs the person's own data, and whether it can be generated today. Then call generate_asset with the asset's name.

輸入參數grouplimitqueryavailable_only

generate_asset

Build an asset

Building the material a step needs, often what the champion carries into rooms the person won't be in: use this when the person picked an asset from Andru's catalog (find it with list_assets), e.g. 'Board Presentation', 'Buying Committee Navigation'. Built from everything Andru knows about their company and saved to their Andru library. Takes up to a few minutes: returns a job_id; call get_asset with it to receive the asset as markdown.

輸入參數asset必填prospectCompanyprospectContact

get_asset

Collect a finished result

Collecting what Andru built for a step: use this when the person asks whether something Andru started is done: an asset from generate_asset, a brief from generate_portfolio_brief, or an account plan from get_account_plan. While it is building you get its progress; when it is done you get the asset or brief in full as markdown, or the plan's link and summary (all saved to their Andru account). To open something already in the library, send its asset_id from list_my_assets instead.

輸入參數job_idasset_id

cancel_job

Stop an asset build

Use this when the person wants to stop an asset that generate_asset is still building. Send the job_id. What it had written is discarded. A build that already finished stays as it is; collect it with get_asset. Briefs and account plans can't be stopped.

輸入參數job_id必填

list_my_assets

List my saved assets

Use this when the person asks what Andru has already built for them, or wants to open something they made earlier. Lists the assets saved to their Andru library: each one's name, when it was built, and whether it was built in part. Open one with get_asset and its asset_id.

無需輸入參數。

set_product_context

Tell Andru what you sell

Use this when the person tells you what they sell, or Andru doesn't know their product yet. Send their company website (Andru reads it and remembers the product) or a short product description, once. Andru turns it into a product description and, from that, their first ICP: who fits and who doesn't (about 3 minutes). Every later call uses it. Call with no arguments to see what Andru has saved.

輸入參數websiteverticaltargetRoleproductDescription

版本歷史

12
  1. v2.0.2最新Oct 29, 2026
  2. v1.10.9Oct 24, 2026
  3. v1.10.2Oct 23, 2026
  4. v1.10.1Oct 23, 2026
  5. v1.9.13Oct 23, 2026
  6. v1.9.10Oct 20, 2026
  7. v1.9.9Oct 19, 2026
  8. v1.9.7Oct 17, 2026
  9. v1.9.6Oct 17, 2026
  10. v1.9.5Oct 16, 2026
  11. v1.9.3Oct 9, 2026
  12. v1.5.0Sep 16, 2026

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