Categories › Software Development › Hardware, IoT, embedded & 3D printing
Sourced, dated data on consumer robots and physical AI: specs, prices, availability, evidence.
Remote server: your requests and data go to vuntum.com. Claude Code: claude mcp add --transport http vuntum https://vuntum.com/mcp · Claude app: Settings → Connectors → Add custom connector.
The tools this server listed when we connected to it, in its own words.
get_methodology — Definitions of the levels of evidence, the statuses, the freshness limits and the confidence score that come with every Vuntum value, as wriget_editorial_scope — What Vuntum follows first (humanoids and physical AI), what it follows less (non-humanoid vacuum cleaners, simple lawn mowers and other smalsearch_robots — Full-text search over the published robot sheets: accents ignored, word starts, synonyms, close spelling, ranked by relevance. `matchQualitysearch_site — The site search: robots, manufacturers and articles (full article text included). Can be filtered by type. Returns the type, title, summary get_article — A published article (text, date, sources) from its URL identifier (the `slug` of an article result, in the same language). `locale: "fr"` foget_robot — Full sheet of a published robot: summary, form, use, utilities, characteristics, prices, availability, sources, product identifiers (`identiget_robot_claims — All the validated claims of a robot, with evidence, source and quote. `locale: "fr"` for French values.get_robot_sources — Sources behind the published claims of a robot. `locale: "fr"` for French source names.get_robot_prices — Observed prices by market, price type and date. `locale: "fr"` for French notes.get_robot_availability — Availability state by market, with observation date. `locale: "fr"` for French notes.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 gapcompare_robots — Comparison of 2 to 4 published robots on the columns of the Vuntum comparison. Each row says whether the values differ (`differs`); `differifind_home_robots — Robots with a validated claim that they handle household tasks. `locale: "fr"` for French.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, afind_robots_by_capability — Published robots with a validated claim behind each requested capability: marcher, courir, escaliers, se-relever, saisir, plier-linge, rangefind_programmable_robots — Robots with a public SDK, Python API, ROS or MCP, by deterministic criteria. `locale: "fr"` for French.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 get_corrections — The public corrections log: what was wrong, what was corrected and when, newest first. `locale: "fr"` for French.get_competition_results — Rankings of robotics competitions (team, robot, rank, discipline, autonomy) with the official ranking page and the date it was last read. Figet_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 sourget_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` 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 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 waget_guides — The published buyer guides, newest first, with title, standfirst, publication date and address. Use `get_article` with the slug for the fullget_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 thget_glossary — The Vuntum glossary of robotics and physical AI terms, with definition, related terms and the references each definition was checked againstget_rankings — The rankings and « best for » pages (lightest, fastest, highest payload, price bands, abilities). Without `slug`, the pages the data supportget_observatory — The figures of the published catalogue: robots by segment, form, country and year of announcement, claims by evidence level, official pricesget_recent_changes — Public change log: publications, corrections, price changes. `locale: "fr"` for French sentences.get_change_history — PRO KEY ONLY. Complete public history of changes (prices, availability, corrected values), beyond the 50 of `get_recent_changes`, filterableget_fact_sources — PRO KEY ONLY. For one robot (`slug`), every accepted observation of each fact (same predicate, same conditions): all the sources that state 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 Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.