Vuntum MCP Server
Click on "Deploy Server".
Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state.
In the chat, type
@followed by the MCP server name and your instructions, e.g., "@Vuntum MCP ServerCompare the Unitree G1 and Unitree H1, with prices and sources."
That's it! The server will respond to your query, and you can continue using it as needed.
Here is a step-by-step guide with screenshots.
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/mcpin the official MCP registry
En français : serveur MCP public et gratuit de Vuntum, en lecture seule. Ajoutez l'adresse
https://vuntum.com/mcpcomme connecteur dans votre client (configurations ci-dessous). Les textes sont en français par défaut, en anglais aveclocale: "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.
Related MCP server: logimu-shopping-mcp
Tools
Tool | What it returns | Example arguments |
| Evidence levels, statuses, staleness and confidence score. Read it first. |
|
| Full-text search on published robot sheets (accents ignored, prefixes, synonyms, close spelling). |
|
| Site search over robots, manufacturers and articles. |
|
| One published article (text, date, sources). |
|
| Full robot sheet: summary, form, use, utilities, specs, price, availability, sources. |
|
| Every validated claim about a robot, with evidence, source and quote. |
|
| Sources used for a robot's published claims. |
|
| Observed prices by market, price type and date. |
|
| Availability by market, with observation date. |
|
| Side-by-side comparison of 2 to 4 robots, with what differs and what is not disclosed. |
|
| Robots with a validated claim of household tasks. |
|
| Robots by utility ( |
|
| Robots whose validated claims support each requested capability ( |
|
| Robots with a public SDK, Python, C++, ROS, MCP and similar, on deterministic criteria. |
|
| Public change log: publications, corrections, price changes. |
|
| Open-source robotics repositories referenced by Vuntum. |
|
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):
{
"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.
{
"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
claude mcp add --transport http vuntum https://vuntum.com/mcpOr in .mcp.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):
{
"mcpServers": {
"vuntum": { "url": "https://vuntum.com/mcp" }
}
}VS Code
.vscode/mcp.json:
{
"servers": {
"vuntum": { "type": "http", "url": "https://vuntum.com/mcp" }
}
}Any MCP client (Node.js)
git clone https://github.com/RAAAAAGEEEEE/vuntum-mcp
cd vuntum-mcp
npm install
npm run quickstart -- "unitree" # lists the tools, then searches
npm run check # checks the 16 tools and a sourced answerSee examples/quickstart.mjs: about twenty lines with the official SDK.
Limits
60 HTTP requests per minute per IP address (a client session also counts
initializeandtools/list); beyond that, HTTP 429 withRetry-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"(onsearch_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
contact@vuntum.com, or open an issue in this repository.
This server cannot be deployed
Maintenance
Related MCP Connectors
Evidence-based humanoid robot data: RadarScore ratings, evidence grades A-D, prices, EU availability
Vendor-neutral catalog of 300+ commercial robots: search, compare specs, request vendor intros.
Market & supply-chain intelligence on 34 humanoid robots: scores, specs, pricing. No key.
Verified data on 8,000+ AI tools: live status, pricing, sentiment, alternatives. Free, read-only.
Related MCP Servers
- AlicenseNot gradedqualityDmaintenanceWeb search, clean page reading & one-call research dossiers for AI agents. No API key — your agent does the synthesis.57 npmMIT
- AlicenseAqualityAmaintenanceReal Amazon (US, UK, DE, CA, AU) & Walmart shopping data for AI assistants: ranked product shortlists, current prices, live stock, real ratings, and price/BSR history from a 17M+ product warehouse. Free hosted endpoint, no signup — 30 queries a day.31MIT
- AlicenseNot gradedqualityBmaintenanceEnables AI agents to query a curated, cited knowledge graph on testing, benchmarking, and auditing autonomous agents, returning claims with sources, confidence values, and evidence tiers through eight read-only tools over a remote streamable-HTTP endpoint with no authentication required.CC BY-4.0
- FlicenseNot gradedqualityBmaintenanceEnables AI agents to query structured data refined from unstructured web sources, including developer breaking changes, B2B pricing matrices, regulatory compliance, semantic search, and on-demand URL refinement.1-