ra-mcp-tools

Guide for understanding Swedish archival record types and administrative history. Maps research topics to the correct Förvaltningshistorik chapters available as MCP resources. Use when: what records exist, which archive, document types, court records, church records, folkbokföring, bouppteckning, dombok, husförhörslängd, mantalslängd, military records, tax records, prison records, parish records, Swedish administrative history, where to find records, what archives contain, understand archival structure.

Essential research guide — load BEFORE browsing, reading, or presenting archival documents. Use whenever the user wants to browse, read, examine, analyze, translate, or interpret documents from the Swedish National Archives (Riksarkivet), or when presenting research findings from archival sources. Covers research integrity, citing archival sources with reference codes, translating old Swedish, cross-tool research workflow (search, browse, synthesize), browsing strategy, result presentation, and coverage awareness. Use when: browse document, read pages, examine records, translate old Swedish, interpret documents, cite sources, present findings, research methodology, archival research, historical research, document analysis, reference codes, court records, church records, dombok, bouppteckning, any archive browsing or research.

Essential pre-search guide — load BEFORE calling search_transcribed or search_metadata. Use whenever the user wants to search, find, look up, or discover documents, people, places, events, or any information in the Swedish National Archives (Riksarkivet). Covers tool selection (search_transcribed vs search_metadata), search strategy, Solr query syntax, wildcards, fuzzy matching for OCR/HTR errors, old Swedish spelling variants, proximity search, Boolean operators, and pagination workflows. Use when: search, find, look up, discover, query, search archives, search documents, find person, find place, search records, search court records, search church records, search transcriptions, historical research, archival research, Riksarkivet search, trolldom, häxprocesser, bouppteckning, dombok, any archive query.

Guide for sending document pages to Label Studio for human feedback on transcriptions. Use when: feedback, label studio, annotation, review transcription, quality check, send to label studio, import to label studio, human review, correct transcription, segmentation feedback, transcription feedback, ALTO to label studio, review pages, flag pages for review, quality assurance, QA, annotation task, annotate images, label images, send images for annotation.

Guide for using HTRflow MCP tools to transcribe handwritten documents. Use when: transcribe handwriting, HTR, handwritten document, OCR historical document, read old handwriting, digitize manuscript, transcribe old letters, recognize handwritten text.