Ardaro Agent Runtime Utilities

io.github.ashevilleislove由 GitHub 帳號 ashevilleislove 發布v1.4.0更新於 Oct 25, 2026

Advisory context, intent, budget and API-ledger checks with free examples and x402 payments.

已驗證Streamable HTTP可網頁執行金融AI 與機器學習

概覽

AI 產生的概覽

遠端 MCP 伺服器,提供按次付費的顧問式檢查:代理上下文壓縮、意圖路由、支出限額與 API 帳務核對,並附免費範例。

可以做什麼
查看免費範例與目前服務狀態,包括就緒情況、輸入限制、價格與資料保留策略,方便在整合或付費前評估。為代理上下文產生以空行分隔的壓縮候選,保留詞語與角色標頭,供人工審閱。以有界關鍵字啟發式對文字做意圖路由分類建議。將擬議的下游成本與呼叫端提供的限額和歷史紀錄比對,給出顧問式支出檢查。依請求 ID、金額與幣別核對提供的帳務與用量紀錄,標出缺漏或不符項目。
適用情境
當你希望對代理上下文大小、意圖路由、擬議支出,或 API 帳務與用量紀錄不一致之處取得顧問式第二意見,並接受以 USDC 按每次被接受的分析付費時使用。
執行需求
遠端 streamable HTTP 端點;未宣告本機套件、環境變數或請求標頭。每次被接受的分析透過 x402 以 USDC 付費;範例與狀態工具免費,無需錢包授權。
安裝前請注意
多數工具按每次被接受的分析收取 USDC,即使結果不利也計費,因此負面建議同樣產生費用。所有輸出僅屬顧問性質:不驗證政策、不保留資金、不簽發授權、不阻擋呼叫、不驗證遙測資料,也不入帳。用於比對的帳務、用量與限額資料由你提供。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Ardaro Agent Runtime Utilities,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.ashevilleislove%2Fardaro-agent-utilities/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": {
    "ardaro-agent-runtime-utilities": {
      "type": "http",
      "url": "https://agents.getardaro.com/mcp/utilities"
    }
  }
}

工具

6

compress_agent_context

Context formatting review

Return a blank-line compaction candidate for human review. Preserves words and role headers. No verified token savings, semantic equivalence or speed improvement. Paid: 0.05 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='compress_agent_context' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.

輸入參數raw_conversation_history必填

route_model_intent

Intent classification review

Classify text with a bounded keyword heuristic for human review. Does not execute a model, select a verified cheapest model or prove routing savings. Paid: 0.15 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='route_model_intent' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.

輸入參數intent_payload必填

authorize_agent_spend

Advisory spending check

Compare a proposed downstream cost with caller-supplied limits and history. Advisory only: does not authenticate policy, reserve funds, issue authorization or block external API calls. Evaluation excludes this service fee. Paid: 0.10 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='authorize_agent_spend' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.

輸入參數policy必填history必填currency必填proposed_cost必填

reconcile_api_ledger

Submitted billing reconciliation

Compare supplied billing and usage records by request ID, exact amount and currency. Flags missing or mismatched records. Does not authenticate telemetry, verify delivery or post to accounting. Paid: 0.25 USDC per accepted analysis, including an unfavorable advisory result. Check get_utility_service_status with service='reconcile_api_ledger' and the free fixed example first. Owner-authorized x402 payment is required; tool discovery does not authorize spending.

輸入參數usage_records必填billing_records必填

get_utility_example

Get utility example

Inspect a fixed synthetic request and expected result before integrating or paying. Select service from the enum; no caller document is accepted, processed or stored. Returns service and details containing that service's example. Free; no wallet authorization. Use get_utility_service_status for current readiness, prices and retention instead.

輸入參數service必填

get_utility_service_status

Get utility readiness and terms

Check the selected service's current runtime readiness, input limits, pricing and retention before use. Returns service and details; ready=false means the underlying service is unavailable. Free cached runtime read; no external probe, payment, analysis or historical document retrieval. Use get_utility_example for a fixed integration sample instead.

輸入參數service必填

版本歷史

1
  1. v1.4.0最新Sep 16, 2026

評分

已滿足適用檢查項的 83%

該評分衡量此收錄條目的完整程度,依據註冊中心條目、端點與公開來源計算得出。它不是對伺服器本身的評價,也不表示伺服器安全或目前可用:可連通性是帶日期的檢查結果,評分也不包含安裝量或使用者評價。

  • 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

    請宣告包含 README 的 GitHub 儲存庫,或在 OAuth 受保護資源後設資料中提供 resource_documentation。

  • 授權條款不適用

    託管服務按其提供方的條款使用,因此這裡不要求授權條款。此檢查項不計入百分比。