Launch HN: Mireye (YC S26) – 物理世界 AI 智能体的基础设施
Launch HN: Mireye (YC S26) – Infrastructure for Physical World AI Agents

原始链接: https://www.mireye.com

Mireye 作为人工智能代理的物理世界基础设施,提供统一的 API 和 MCP 服务器,用于查询权威的美国地理空间数据。通过处理自然语言查询,它能将地址解析为地块并获取引用的数据点,确保每条信息都包含来源、URL、置信度和时间戳。 该平台从包括美国地质调查局(USGS)、联邦紧急事务管理局(FEMA)和国家海洋和大气管理局(NOAA)在内的 85 个以上权威来源获取数据。数据覆盖范围以美国为主,同时也支持加拿大的行车时间分析。不同图层的数据更新频率有所不同,但系统通过在每次响应中附加 `fetched_at` 时间戳来确保透明度。 Mireye 采用透明的积分制定价模式,避免产生超额费用。免费层级每月提供 5,000 积分,付费方案起价为每月 19 美元。该服务的一项独特功能是支持自定义数据字段请求;用户可以提交需求,由 Mireye 团队进行调研、验证,并将其整合到目录中,以供未来永久访问。

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原文

Mireye is the physical-world layer for AI agents: sourced data, enrichment, and the tools on top of them. Ask a question in natural language, resolve an address to its canonical parcel, or fetch cited fields at any US coordinate — one API and one MCP server, with a citation attached to every field.

Credit-based pricing. The free tier is 5,000 credits a month with no card; paid plans start at $19/mo, and no plan bills past its allowance — usage stops rather than running up an overage. Credits are the unit across all endpoints, and the credit price per call type is published on the pricing page.

United States for the data catalog, with one exception: drive-time analysis (/v1/proximity) covers the US and Canada. Most of the catalog is US federal (USGS, FEMA, NOAA, USDA, BLM, EPA, EIA and more), with a few open and licensed additions such as Overture and Sentinel-2. Every value carries its own source, so you can always see which one you are relying on.

85 authoritative sources, federal datasets primarily, plus county records and open datasets. Every field in every response returns a source name, a source URL, a fetched_at timestamp, and a confidence level so the agent can pass provenance straight through to the end user or auditor.

It varies by layer. Elevation (USGS 3DEP) is effectively static. FEMA flood maps refresh on FEMA's cadence. USDA cropland updates yearly. Every response includes the fetched_at timestamp so the agent always knows what it is looking at.

Order it. Every plan includes field requests — file one and we research, build and validate the field, then notify you when it goes live: permanently, for every future caller. Requests are matched against the catalog first, and honestly rejected when they can't be built.

联系我们 contact @ memedata.com