Ardaro Agent Runtime Utilities

io.github.ashevilleislove由 GitHub 账号 ashevilleislove 发布v1.4.0更新于 Oct 25, 2026

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

已验证Streamable HTTP可网页运行金融AI 与机器学习

概览

AI 生成的概览

远程 MCP 服务器,提供按次付费的顾问式检查:代理上下文压缩、意图路由、支出限额与 API 账单核对,并附免费示例。

可以做什么
查看免费示例和当前服务状态,包括就绪情况、输入限制、价格与数据保留策略,便于在集成或付费前评估。为代理上下文生成以空行分隔的压缩候选,保留词语与角色标题,供人工审阅。用有界关键词启发式对文本做意图路由分类建议。将拟议的下游成本与调用方提供的限额和历史记录比对,给出顾问式支出检查。按请求 ID、金额和币种核对提供的账单与用量记录,标出缺失或不匹配项。
适用场景
当你希望对代理上下文大小、意图路由、拟议支出或 API 账单与用量记录不一致之处获得顾问式第二意见,并接受按每次被接受的analyses以 USDC 付费时使用。
运行要求
远程 streamable HTTP 端点;未声明本地软件包、环境变量或请求头。每次被接受的分析通过 x402 以 USDC 付费;示例与状态工具免费,无需钱包授权。
安装前请注意
多数工具按每次被接受的分析收取 USDC,即使结果不利也计费,因此负面建议同样产生费用。所有输出仅为顾问性质:不验证策略、不预留资金、不签发授权、不拦截调用、不验证遥测数据,也不记账。用于比对的账单、用量和限额数据由你提供。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Ardaro Agent Runtime Utilities,将其添加到工作区。
  2. 为需要使用其工具的对话启用该服务。

Web executable,通过 Streamable HTTP。 远程服务在工作区中配置后即可从网页运行时运行。

交给智能体安装

把这段提示词粘贴到 Claude Code、Codex、Cursor 等智能体,或 SourceWeft 对话中。智能体会读取该服务器的安装指南,先向你展示发布者、端点和登录方式,经你同意后再把它添加到你的客户端。密钥不会写进任何命令。

阅读 https://sourceweft.com/mcp/io.github.ashevilleislove%2Fardaro-agent-utilities/install.md,并按其中说明把这个 MCP 服务器接入我的客户端。修改任何配置之前,先告诉我它的发布者、端点和登录方式,等我确认。不要把 API 密钥写进命令或我会提交的文件;问我密钥应从哪里获取。

查看智能体所依据的安装指南

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数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.

输入参数service必填

版本历史

1
  1. v1.4.0最新Sep 16, 2026

评分

已满足适用检查项的 83%

该评分衡量此收录条目的完整程度,依据注册中心条目、端点与公开来源计算得出。它不是对服务器本身的评价,也不表示服务器安全或当前可用:可连通性是带日期的检查结果,评分也不包含安装量或用户评价。

  • 近 30 天内可连通必需25 分
  • 已声明认证方式必需10 分
  • 已列出工具必需15 分
  • 描述必需15 分
  • 图标10 分
  • 文档15 分

    请声明包含 README 的 GitHub 仓库,或在 OAuth 受保护资源元数据中提供 resource_documentation。

  • 许可证不适用

    托管服务按其提供方的条款使用,因此这里不要求许可证。此检查项不计入百分比。