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VISEON Ask

io.viseon/semantic-intelligence

VISEON's Schema.org knowledge graph: products, services, people, FAQs and terms, from viseon.io

Yes, your AI can use this right now.Answered a live MCP handshake in 407 ms with no sign-in needed and exposes 7 tools.

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URL: https://viseon.io/mcp

7 tools, verified live

Pulled straight from the server with tools/list on 2026-10-18.
get_entity

Get complete schema.org entity data by URL (its @id), including relationships the graph holds in either direction.

query_relationships

Find entities connected to a subject: one row per property value, with object_type 'uri' for links to other entities and 'literal' for values. Optionally filter by predicate.

find_by_type

Find all entities of a specific schema.org type (exact type name, for example Service, Person, DefinedTerm).

search_content

Substring search across the text of every entity; returns up to 20 entity URLs.

fuzzy_find_and_traverse

Find and rank schema.org entities from natural language, tolerating typos and alternative names. Returns bounded entity context with relationship IDs; use get_entity for full detail. The optional detail argument is summary (for each hit: id, type, name, url, the start of the description and the match score) or full (every property and relationship). A client on protocol 2026-07-28 or later gets su

traverse_path

Walk the knowledge graph from one entity in a single call. start: an entity @id or a name (resolved like fuzzy_find_and_traverse). path: one entry per hop, each a predicate or a list of predicates; prefix a predicate with ^ to follow it backwards (e.g. ^worksFor finds who works for an organisation). Literal values (dates, names, emails) named in a hop are returned in values. Example, who founded t

get_citable_passages

Return passages of the VISEON articles word for word, each with a link to the passage itself, the article it is part of and how much of the query it holds, so an answer can quote and cite them. query: the distinctive words asked about (a name, a term, a phrase the article uses). article: optional, an article's @id, page url or title, to look inside that article only. limit: 1 to 5 passages, defaul

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