Vuntum

com.vuntumv0.1.0更新於 Oct 3, 2026

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

已驗證Streamable HTTP可網頁執行Web Search & ScrapingData & AnalyticsKnowledge & Memory

概覽

AI 產生的概覽

讓助理查詢 Vuntum 關於消費型機器人與實體 AI 的有出處、帶日期的資料庫,取得規格、價格、供貨情況與證據。

功能
這是一個唯讀的遠端 MCP 伺服器,透過 16 個工具提供 Vuntum 機器人資料庫的存取。工具包括機器人全文搜尋、站內與文章搜尋、完整機器人資料頁、附證據與來源的已驗證主張、依市場記錄的觀察價格與供貨情況、2 至 4 台機器人的並列比較,以及依家用情境、用途、能力或可程式化程度篩選。另提供方法論說明與公開變更記錄。每個數值都帶日期,並可追溯到附證據等級的來源主張。
適用情境
當助理需要關於人形機器人、機器狗、家用與服務機器人的最新且有出處的事實時適用,而不是依賴模型記憶:例如比較機型、查看不同市場的價格與觀察日期,或找出具備某項已驗證能力(例如爬樓梯)或有公開 SDK 的機器人。
執行需求
遠端 Streamable HTTP 端點 locale 設為 en 時回傳英語。每個 IP 位址每分鐘 60 次請求的限制。
安裝前請注意
唯讀:16 個工具都標註 readOnlyHint 為 true,無法寫入。不會要求任何憑證或密鑰。資料僅限已發布項目,因此缺值代表尚未找到可靠來源,而非否定答案;來源引文屬於第三方資料。大量使用請改用 Vuntum 的 REST API 與匯出。

安裝

在 SourceWeft 中

  1. 開啟 儀表板中的 Vuntum,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。

其他 MCP 客戶端

把它新增到你客戶端的 mcpServers 設定中。

{
  "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.

來源:README.md,提交 d6bb065

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版本歷史

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  1. v0.1.0最新Oct 3, 2026