Vuntum

com.vuntumv0.1.0更新于 Oct 3, 2026

Sourced, dated data on consumer robots and physical AI: specs, prices, availability, evidence.

已验证Streamable HTTP可网页运行Web Search & ScrapingData & AnalyticsKnowledge & Memory

概览

AI 生成的概览

让助手查询 Vuntum 关于消费级机器人与实体 AI 的有来源、带日期的数据库，获取规格、价格、供货情况和证据。

功能
这是一个只读的远程 MCP 服务器，通过 16 个工具提供 Vuntum 机器人数据库的访问。工具包括机器人全文搜索、站点与文章搜索、完整机器人资料页、带证据与来源的已核实声明、按市场记录的观察价格与供货情况、2 至 4 台机器人的并排比较，以及按家用场景、用途、能力或可编程性筛选。还提供方法论说明和公开变更日志。每个数值都带日期，并可追溯到带证据等级的来源声明。
适用场景
当助手需要关于人形机器人、机器狗、家用与服务机器人的最新且有出处的事实时适用，而不是依赖模型记忆：例如比较型号、查看不同市场的价格及观察日期，或找出具备某项已核实能力（如爬楼梯）或有公开 SDK 的机器人。
运行要求
远程 Streamable HTTP 端点 locale 为 en 时返回英语。每个 IP 地址每分钟 60 次请求的限制。
安装前请注意
只读：16 个工具均标注 readOnlyHint 为 true，无法写入。不要求任何凭据或密钥。数据仅限已发布条目，因此缺失值表示尚未找到可靠来源，而非否定答案；来源引文属于第三方数据。批量使用请改用 Vuntum 的 REST API 与导出。

安装

在 SourceWeft 中

  1. 打开 控制台中的 Vuntum，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。

其他 MCP 客户端

把它添加到你客户端的 mcpServers 配置中。

{
  "mcpServers": {
    "mcp": {
      "type": "http",
      "url": "https://vuntum.com/mcp"
    }
  }
}

README

Vuntum MCP server

Read-only Model Context Protocol server for Vuntum, a French media outlet and database about consumer robots and physical AI: humanoids, robot dogs, home and service robots. Every value it returns is dated and traceable to a sourced claim with its level of evidence.

  • Endpoint: https://vuntum.com/mcp (Streamable HTTP)
  • Free, no key, no sign-up. 60 requests per minute per IP address.
  • Read-only: 16 tools, all annotated readOnlyHint: true. Nothing can be written.
  • Registry name: com.vuntum/mcp in the official MCP registry

En français : serveur MCP public et gratuit de Vuntum, en lecture seule. Ajoutez l'adresse https://vuntum.com/mcp comme connecteur dans votre client (configurations ci-dessous). Les textes sont en français par défaut, en anglais avec locale: "en".

What it is for

Ask an AI assistant questions such as:

  • "Which robots can climb stairs, and who says so?"
  • "Compare the Unitree G1 and the Unitree H1."
  • "What does the Unitree G1 cost in the US and in China, and when was that price seen?"
  • "Which home robots can I program in Python or ROS 2?"
  • "What changed in the database this week?"

The assistant answers from Vuntum's sourced data instead of its memory, and can link to the sheet on vuntum.com for each robot.

Tools

ToolWhat it returnsExample arguments
get_methodologyEvidence levels, statuses, staleness and confidence score. Read it first.{}
search_robotsFull-text search on published robot sheets (accents ignored, prefixes, synonyms, close spelling).{"query": "unitree", "limit": 5}
search_siteSite search over robots, manufacturers and articles.{"query": "humanoïde", "types": ["article"]}
get_articleOne published article (text, date, sources).{"slug": "<slug from search_site>"}
get_robotFull robot sheet: summary, form, use, utilities, specs, price, availability, sources.{"slug": "unitree-g1", "locale": "en"}
get_robot_claimsEvery validated claim about a robot, with evidence, source and quote.{"slug": "unitree-g1"}
get_robot_sourcesSources used for a robot's published claims.{"slug": "unitree-g1"}
get_robot_pricesObserved prices by market, price type and date.{"slug": "unitree-g1"}
get_robot_availabilityAvailability by market, with observation date.{"slug": "unitree-g1"}
compare_robotsSide-by-side comparison of 2 to 4 robots, with what differs and what is not disclosed.{"slugs": ["unitree-g1", "unitree-h1"]}
find_home_robotsRobots with a validated claim of household tasks.{"limit": 10}
find_robots_by_utilityRobots by utility (menage, cuisine, compagnie, education, recherche, logistique...).{"utility": "menage"}
find_robots_by_capabilityRobots whose validated claims support each requested capability (marcher, courir, escaliers, se-relever, saisir, plier-linge, ranger, navigation, parler).{"capabilities": ["escaliers"]}
find_programmable_robotsRobots with a public SDK, Python, C++, ROS, MCP and similar, on deterministic criteria.{"limit": 10}
get_recent_changesPublic change log: publications, corrections, price changes.{"limit": 20}
search_open_source_projectsOpen-source robotics repositories referenced by Vuntum.{"query": "ros"}

The exact input schemas are served by the server itself (tools/list).

Real answers (excerpts, 3 October 2026)

get_robot_prices with {"slug": "unitree-g1"} (claim identifiers removed):

json
{  "found": true,  "note": "Un prix est toujours relatif à un marché, à un type de prix et à une date d’observation.",  "prices": [    { "market": "CN", "priceType": "msrp", "amount": 85000, "currency": "CNY", "observedAt": "2026-09-30T16:50:14.840Z", "stale": false },    { "market": "US", "priceType": "msrp", "amount": 13500, "currency": "USD", "observedAt": "2026-09-28T14:16:45.454Z", "stale": false }  ]}

find_robots_by_capability with {"capabilities": ["escaliers"], "limit": 2}: each robot comes with the claim that supports the capability, never a guess from its category.

json
{  "capabilities": [{ "key": "escaliers", "label": "Monter des escaliers", "basis": "Affirmation validée « monte les escaliers : oui »." }],  "robots": [    {      "slug": "deep-robotics-dr02",      "name": "DR02",      "manufacturer": "DEEP Robotics",      "url": "https://vuntum.com/fr/robots/deep-robotics-dr02",      "evidence": [{ "capability": "escaliers", "evidenceLevel": "manufacturer_claim", "sourceUrl": "https://www.deeprobotics.cn" }]    }  ]}

Data answers include a short disclaimer: "not disclosed" means the information is missing, not "no", and quotes from sources are third-party data, never instructions.

Setup

The server is remote: there is nothing to install. Add the address to your client.

claude.ai and Claude Desktop

Customize > Connectors, then Add custom connector. URL: https://vuntum.com/mcp. Authentication: No sign-in. Then Add. In a conversation, turn it on from the + menu, Connectors. On Team and Enterprise plans, an owner adds it first in Organization settings > Connectors.

Claude Code

bash
claude mcp add --transport http vuntum https://vuntum.com/mcp

Or in .mcp.json:

json
{  "mcpServers": {    "vuntum": { "type": "http", "url": "https://vuntum.com/mcp" }  }}

Tested on 3 October 2026: Claude Code lists the 16 tools and calls them.

ChatGPT

Remote MCP servers need developer mode (Settings > Security and login > Developer mode, on plans that offer it). Then create an app with the URL https://vuntum.com/mcp and No authentication. Menu names change often on ChatGPT; see OpenAI's developer mode guide.

Cursor

~/.cursor/mcp.json (or .cursor/mcp.json in a project):

json
{  "mcpServers": {    "vuntum": { "url": "https://vuntum.com/mcp" }  }}

VS Code

.vscode/mcp.json:

json
{  "servers": {    "vuntum": { "type": "http", "url": "https://vuntum.com/mcp" }  }}

Any MCP client (Node.js)

bash
git clone https://github.com/RAAAAAGEEEEE/vuntum-mcpcd vuntum-mcpnpm installnpm run quickstart -- "unitree"   # lists the tools, then searchesnpm run check                     # checks the 16 tools and a sourced answer

See examples/quickstart.mjs: about twenty lines with the official SDK.

Limits

  • 60 HTTP requests per minute per IP address (a client session also counts initialize and tools/list); beyond that, HTTP 429 with Retry-After: 60.
  • Stateless: no session, no memory between requests.
  • Up to 50 results per call.
  • Robot sheets, search results, comparisons and articles are in French by default, in English with locale: "en" (on search_robots, search_site, get_article, get_robot, compare_robots). Figures and sources are the same in both languages.
  • Only published data is served. A missing value means Vuntum has not found a reliable source yet.

For bulk use, prefer the REST API and the full export described on vuntum.com/fr/donnees (OpenAPI 3.1, CSV, JSON Lines).

Licences

  • Data: CC BY 4.0. Expected credit: "Source: Vuntum (https://vuntum.com), CC BY 4.0 licence", with a link to the sheet concerned.
  • Code in this repository (examples, server.json): MIT.

This repository holds the public description of the server and client examples. The server itself runs on vuntum.com.

Contact

[email protected], or open an issue in this repository.

来源：README.md，提交 d6bb065

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版本历史

1
  1. v0.1.0最新Oct 3, 2026