MCP server exposing 1 tool for geo-reconcile.
This URL is a JSON-RPC 2.0 endpoint over HTTP. Issue POST requests with a JSON-RPC body. Browsers and search crawlers land here on GET.
POST https://gateway.pipeworx.io/geo-reconcile/mcp
Content-Type: application/json
{"jsonrpc":"2.0","id":1,"method":"tools/list"}reconcile_wikidata_osm — Reconcile a set of Wikidata items against OpenStreetMap features of a given tag — the join Wikidata<->OSM community mapping efforts need before editing anything. Give either explicit Q-ids ("qids") or a SPARQL query that selects them ("sparql", must bind ?item to a wd:Q... URI — used to discover an arbitrary class, e.g. "every power station in country X"), plus an OSM tag filter ("osm_filter", e.g. "power=plant"). Fetches each item's coordinate (P625) and labels in the requested languages, searches OSM within radius_m of each, and scores candidates on THREE signals: an existing `wikidata=` tag (ground truth when present), cross-lingual name agreement, and distance. Returns one of four DISTINCT states per item: "matched" (confident link + evidence), "ambiguous" (2+ plausible candidates, ALL returned with scores — never auto-resolved), "unmatched" (the OSM search completed and found nothing plausible), or "error" (the search did NOT complete — no Wikidata coordinate, the item didn't resolve, or the Overpass call failed/timed out/was capped). "error" is never collapsed into "unmatched": a failed lookup is not evidence a thing is missing from OSM. Read-only — this does not write to Wikidata, Wikipedia or OpenStreetMap.Code samples (curl / TypeScript / one-click client install), schemas, and the live playground are on the pack page:
https://pipeworx.io/packs/geo-reconcile/
Pipeworx is an open MCP gateway connecting AI agents to live data. pipeworx.io