Sourced, dated data on consumer robots and physical AI: specs, prices, availability, evidence.
Connect Remote server
claude mcp add --transport http mcp https://vuntum.com/mcp{
"mcpServers": {
"mcp": {
"url": "https://vuntum.com/mcp"
}
}
}{
"servers": {
"mcp": {
"type": "http",
"url": "https://vuntum.com/mcp"
}
}
}Settings > Connectors > Add custom connector
URL: https://vuntum.com/mcpTools 32 found in our last check
get_methodologyDefinitions of the levels of evidence, the statuses, the freshness limits and the confidence score that come with every Vuntum value, as written on the methodology page. `locale: "fr"` for French.
get_editorial_scopeWhat Vuntum follows first (humanoids and physical AI), what it follows less (non-humanoid vacuum cleaners, simple lawn mowers and other small household robots) and what it no longer follows (defence is never published automatically), with the date of the last update. Read it to…
search_robotsFull-text search over the published robot sheets: accents ignored, word starts, synonyms, close spelling, ranked by relevance. `matchQuality` says whether all the words, some of them or a close spelling were found. `locale: "fr"` for French texts and addresses.
search_siteThe site search: robots, manufacturers and articles (full article text included). Can be filtered by type. Returns the type, title, summary and address of each result. `locale: "fr"` for French.
get_articleA published article (text, date, sources) from its URL identifier (the `slug` of an article result, in the same language). `locale: "fr"` for French.
get_robotFull sheet of a published robot: summary, form, use, utilities, characteristics, prices, availability, sources, product identifiers (`identifiers`: ASIN per Amazon marketplace, GTIN, manufacturer part number). `locale: "fr"` for French.
get_robot_claimsAll the validated claims of a robot, with evidence, source and quote. `locale: "fr"` for French values.
get_robot_sourcesSources behind the published claims of a robot. `locale: "fr"` for French source names.
get_robot_pricesObserved prices by market, price type and date. `locale: "fr"` for French notes.
get_robot_availabilityAvailability state by market, with observation date. `locale: "fr"` for French notes.
get_humanoid_trackerDated state of each humanoid robot: announced, pre-order, on sale, at a customer, in France, each with its date and source page, and the gap with the date the maker promised. A stage set to null is not established by a dated public source: it is not a "no". `stage` keeps the rob…
compare_robotsComparison of 2 to 4 published robots on the columns of the Vuntum comparison. Each row says whether the values differ (`differs`); `differingPredicates` lists what sets the robots apart, `missingByRobot` what is not disclosed. `locale: "fr"` for French.
find_home_robotsRobots with a validated claim that they handle household tasks. `locale: "fr"` for French.
find_robots_by_utilityPublished robots that have a given utility (the keys are the site's French slugs): menage, jardin, cuisine, compagnie, education, loisirs, aide-personne, medical, reeducation, recherche, logistique, livraison, accueil, nettoyage-pro, inspection, construction, agriculture, indust…
find_robots_by_capabilityPublished robots with a validated claim behind each requested capability: marcher, courir, escaliers, se-relever, saisir, plier-linge, ranger, navigation, parler. Never inferred from a category: each capability returns the claim, its source and its level of evidence. `locale: "f…
find_programmable_robotsRobots with a public SDK, Python API, ROS or MCP, by deterministic criteria. `locale: "fr"` for French.
get_eventsRobotics fairs, competitions and conferences: coming or running, and ended less than 90 days ago. Each event gives its dates, place and the official page it comes from with the date it was last read. Filter by `country` (name in French or English) and `kind` (fair, competition,…
get_correctionsThe public corrections log: what was wrong, what was corrected and when, newest first. `locale: "fr"` for French.
get_competition_resultsRankings of robotics competitions (team, robot, rank, discipline, autonomy) with the official ranking page and the date it was last read. Filter by `competition` (slug or part of the name) and `year`. `locale: "fr"` for French.
get_upcoming_releasesRobots announced for pre-order or waitlist, or with a first shipping date still to come, soonest first. Each date and state carries its source page and the day it was last verified. `locale: "fr"` for French.
get_company_figuresFunding and headcount figures of robot companies, each with the company page it comes from and the date it is valid at. Filter by `company` (maker slug or part of the name). `locale: "fr"` for French.
get_integratorsSystem integrators and the robot-maker programmes they claim, with the quoted words, who wrote them (maker or integrator), the page and its dates. Quotes are third-party text. Filter by `maker` (slug) and `country` (ISO code). `locale: "fr"` for French.
get_component_suppliersWho supplies which component (actuators, sensors, chips...) to which robot, each line with the official page that says so and the date it was last read. Filter by `company` (slug or part of the name), `component` and `robot` (slug). `locale: "fr"` for French.
get_guidesThe published buyer guides, newest first, with title, standfirst, publication date and address. Use `get_article` with the slug for the full text and its sources. `locale: "fr"` for French.
get_authorsThe authors who sign Vuntum articles, with name, biography in the requested language (null when none is written in it) and the address of the author page. `locale: "fr"` for French.
get_glossaryThe Vuntum glossary of robotics and physical AI terms, with definition, related terms and the references each definition was checked against. `query` filters by term or word. `locale: "fr"` for French.
get_rankingsThe rankings and « best for » pages (lightest, fastest, highest payload, price bands, abilities). Without `slug`, the pages the data supports today; with a slug (French or English address), the robots in order with value, source and verification day. Each ranking is ordered by o…
get_observatoryThe figures of the published catalogue: robots by segment, form, country and year of announcement, claims by evidence level, official prices by band (each price in its own currency, never converted, with its source and verification day). `locale: "fr"` for French.
get_recent_changesPublic change log: publications, corrections, price changes. `locale: "fr"` for French sentences.
get_change_historyPRO KEY ONLY. Complete public history of changes (prices, availability, corrected values), beyond the 50 of `get_recent_changes`, filterable by robot (`slug`), kind and dates (`from`, `to`, YYYY-MM-DD). Paged with `offset`; `locale: "fr"` for French sentences. Without a pro key…
get_fact_sourcesPRO KEY ONLY. For one robot (`slug`), every accepted observation of each fact (same predicate, same conditions): all the sources that state it, replaced and outdated values included, each with its source, dates and level of evidence. `predicate` narrows to one fact (e.g. price.m…
search_open_source_projectsOpen source repositories related to robotics listed by Vuntum. No English description is written for a repository: with `locale: "en"` only the repository's own words are returned.
Details
| Endpoint | https://vuntum.com/mcp (Streamable HTTP) |
| First published | 2 Oct 2026 |
| Last updated | 2 Oct 2026 |
| Registry name | com.vuntum/mcp |
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