Our MCP server journal 992

If you spend any time building agent workflows around entity lookup, one problem keeps resurfacing: language models are good at talking about things, but much less reliable at identifying the exact thing you mean. That gap shows up fast when names are shared, when organizations rebrand, when people have stage names, or when places carry historical and current labels at the same time. A model may sound confident while pointing at the wrong entity. That is where a Model Co

When people first hear about a tool named kg_search, they often assume it is just a dressed-up search box for entity lookup. In practice, it does something narrower and more useful than that, especially inside the Wikidata + Google Knowledge Graph MCP server. It gives an MCP client a bounded, inspectable way to search for likely entities across a workflow that centers on Wikidata, with optional cross-checking against Google Knowledge Graph identifiers where that evidence ex