Vuntum
Sourced, dated data on consumer robots and physical AI: specs, prices, availability, evidence.
| Endpoint | https://vuntum.com/mcp (streamable-http) |
|---|---|
| Registry version | 0.1.0 |
| Now | 32 tools · grade C (68) · pin ts_6ff13ed68aeb345bc80df34879960672 · protocol 2025-06-18 |
| First / last listed | 2026-11-14 02:01 UTC / 2026-11-14 02:01 UTC |
| Grade over time | 2026-11-14: C (68), 32 tools |
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Tools: get_methodology get_editorial_scope search_robots search_site get_article get_robot get_robot_claims get_robot_sources get_robot_prices get_robot_availability get_humanoid_tracker compare_robots find_home_robots find_robots_by_utility find_robots_by_capability find_programmable_robots get_events get_corrections get_competition_results get_upcoming_releases get_company_figures get_integrators get_component_suppliers get_guides get_authors get_glossary get_rankings get_observatory get_recent_changes get_change_history get_fact_sources search_open_source_projects
get_methodology | Definitions 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. params: locale |
get_editorial_scope | What 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 know what to expect, and what not to expect, from the database and the news. `locale: "fr"` for French. params: locale |
search_robots | Full-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. params: query*, limit, locale |
search_site | The 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. params: query*, types, limit, locale |
get_article | A published article (text, date, sources) from its URL identifier (the `slug` of an article result, in the same language). `locale: "fr"` for French. params: slug*, locale |
get_robot | Full 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. params: slug*, locale |
get_robot_claims | All the validated claims of a robot, with evidence, source and quote. `locale: "fr"` for French values. params: slug*, predicate, locale |
get_robot_sources | Sources behind the published claims of a robot. `locale: "fr"` for French source names. params: slug*, locale |
get_robot_prices | Observed prices by market, price type and date. `locale: "fr"` for French notes. params: slug*, locale |
get_robot_availability | Availability state by market, with observation date. `locale: "fr"` for French notes. params: slug*, locale |
get_humanoid_tracker | Dated 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 robots whose furthest stage it is. `locale: "fr"` for French notes. params: stage, locale |
compare_robots | Comparison 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. params: slugs*, locale |
find_home_robots | Robots with a validated claim that they handle household tasks. `locale: "fr"` for French. params: limit, locale |
find_robots_by_utility | Published 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, industrie, exploration, telepresence, secours, defense-securite, polyvalent, autres. A robot often has several (`utilities` fie params: utility*, limit, locale |
find_robots_by_capability | Published 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: "fr"` for French. params: capabilities*, limit, locale |
find_programmable_robots | Robots with a public SDK, Python API, ROS or MCP, by deterministic criteria. `locale: "fr"` for French. params: limit, locale |
get_events | Robotics 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, conference). `locale: "fr"` for French. params: limit, locale, country, kind |
get_corrections | The public corrections log: what was wrong, what was corrected and when, newest first. `locale: "fr"` for French. params: limit, locale |
get_competition_results | Rankings 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. params: limit, locale, competition, year |
get_upcoming_releases | Robots 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. params: limit, locale |
get_company_figures | Funding 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. params: limit, locale, company |
get_integrators | System 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. params: limit, locale, maker, country |
get_component_suppliers | Who 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. params: limit, locale, company, component, robot |
get_guides | The 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. params: limit, locale |
get_authors | The 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. params: limit, locale |
get_glossary | The 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. params: query, limit, locale |
get_rankings | The 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 one published criterion. `locale: "fr"` for French. params: slug, limit, locale |
get_observatory | The 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. params: locale |
get_recent_changes | Public change log: publications, corrections, price changes. `locale: "fr"` for French sentences. params: limit, locale |
get_change_history | PRO 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 the answer points to https://vuntum.com/en/entreprise#demande. params: slug, kinds, from, to, limit, offset, locale |
get_fact_sources | PRO 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.msrp). `locale: "fr"` for French values. Without a pro key the answer points to https://vuntum.com/en/entreprise#demande. params: slug*, predicate, locale |
search_open_source_projects | Open 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. params: query, limit, locale |
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