{"serverId":"mcp-registry/io.github.pawel-kowalczyk/harness-atlas","tools":[{"name":"find_alternative","fixed":{"name":"find_alternative","description":"Cross-reference a wire-harness component part number (connectors, terminals, seals, cable protection) against the XrefBase equivalence graph. Results are grouped by how strong the relationship is, and the groups are not interchangeable: `verified_replacements` are corroborated drop-in or manufacturer-superseded parts; `functional_equivalents` do the same job but need engineering review; `same_series` and `variants` are the same family in a different configuration and are NOT substitutes; `mates_","inputSchema":{"type":"object","required":["part_number"],"properties":{"part_number":{"type":"string","description":"Manufacturer part number to cross-reference. Punctuation and case are normalised, so '1-967616-1' and '19676161' both match."},"manufacturer":{"type":"string","description":"Optional original manufacturer name. Accepts known aliases ('TE', 'H+S'). Disambiguates when one MPN exists under several manufacturers."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":280,"tokensAfter":280},{"name":"find_manufacturer","fixed":{"name":"find_manufacturer","description":"Search the Harness Atlas directory of wire-harness and cable-assembly manufacturers. Filter by country, industry served, process capability, or name. Returns listed manufacturer profiles (location, website, industries, capabilities).","inputSchema":{"type":"object","properties":{"name":{"type":"string","description":"Partial company name to match."},"limit":{"type":"integer","default":20,"maximum":50,"minimum":1},"country":{"type":"string","description":"HQ country, e.g. 'Germany', 'Poland', 'China'."},"industry":{"enum":["aerospace","appliances","automotive","commercial-vehicles","electronics","energy","hvac","industrial","marine","medical","off-road","rolling-stock","telecommunications"],"type":"string","description":"Industry the manufacturer serves."},"capability":{"enum":["crimp_force_monitoring","ultrasonic_welding","soldering","overmolding","braiding","twisting","sealing_grommets","heatshrink","labeling_marking","testing_continuity","hipot","functional_test","hv_capable","ipc_whma_620"],"type":"string","description":"Required process capability, e.g. 'hv_capable', 'ultrasonic_welding', 'ipc_whma_620'."}},"additionalProperties":false},"annotations":{"readOnlyHint":true}},"changes":[{"kind":"annotations","detail":"Added readOnlyHint: true (inferred from the name).","verify":true}],"tokensBefore":334,"tokensAfter":334}],"toolsChanged":2,"tokensSaved":0,"todo":[{"tool":"find_manufacturer","params":["limit"]}],"note":"Deterministic fixes. Changes marked verify need a human look before shipping (renames, inferred annotations, inferred types, removed text). Parameter descriptions in `todo` need to be written by someone who knows the API."}