io.github.AM-Digital-Research-Environment/amira-mcp-server

Tools

• compare_collections

  Compare 2–4 projects or item sets with identical research-item filters. Reports denominators, missingness, dates and top types/languages; collections can overlap.

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• fetch

  Read a typed search result as a cited document. Full text/transcripts are opt-in and pageable; metadata and text respect exposure policy. Unknown ID returns an error.

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• find_related

  Subjects, people, places and projects connected through shared records. Per-corpus counts deduplicate each record; subject/person seeds also include publications. Returns ambiguity and cited samples.

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• get_collection_overview

  Start here: corpus counts, text coverage, breakdowns, dates, snapshot freshness and refresh status.

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• get_data_quality

  Snapshot coverage and missing metadata, unresolved loaded-authority links, and sanitized refresh status. Missing catalogue metadata is not evidence of real-world absence.

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• get_entity_graph

  One-hop graph from a typed ID: explicit catalogue links and derived co-occurrence with distinct-record counts and cited evidence. Pass edge_id to page its evidence; pin snapshot_id across pages.

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• get_institution

  Institution or group profile: identifiers, members, funded projects and credited items, with citation links.

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• get_person

  Person affiliations, identifiers, project and section roles, credited items, publications, podcasts, videos and collaborators. Lists cap at 50 with totals. Use id to disambiguate.

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• get_podcast

  Podcast detail, duration, audio file and citation link; says which model generated the transcript. Transcript is opt-in, bounded and pageable.

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• get_project

  Project description, team, sections, funders, item counts by type, top subjects and ten sample research items, with citation links.

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• get_publication

  Publication metadata and citation export (BibTeX default). Full text is opt-in and paginated. Cite amira_url; DOI/repository links are additional sources.

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• get_research_item

  Research-item metadata, linked entities, rights, media files, IIIF manifest and a generated citation (BibTeX/RIS/CSL-JSON). Long fields cap at 25,000 characters.

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• get_research_section

  One research section's description, team and projects, each with its research-item count.

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• get_snapshot_changes

  Page added/updated/deleted records between retained snapshots from this Omeka instance. Lists available snapshot IDs when fewer than two exist. For recent additions without history, use added_since on the search tools.

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• get_text_passages

  Find literal accent-insensitive keyword passages in selected publication/video/podcast IDs. Original UTF-16 offsets, bounded context, and citations. Requires full text exposure; no semantic ranking.

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• get_video

  Video detail, thumbnail and citation link; says how the transcript was produced when recorded. Transcript is opt-in, bounded and pageable.

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• list_categories

  Ranked formats, languages or resource types used by research items. Feed values into the corresponding search filters.

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• list_cluster_partners

  Cluster partner institutions grouped by catalogue category, with citation links.

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• list_collections

  Omeka item sets ranked by research-item count, with catalogue links. Feed an ID into search_research_items.collection.

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• list_groups

  Browse research groups and associations by name, with citation links.

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• list_institutions

  Browse institution authorities by name or acronym (e.g. 'UJKZ'), with project counts and citation links.

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• list_journals

  Publication venues ranked by linked bibliography records, with ISSN and catalogue links.

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• list_locations

  Research places with coordinates and ancestor rollups. One item can count under both city and country. Feed a name into search_research_items.location.

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• list_publication_facets

  Ranked facets for the entire filtered bibliography before pagination. Uses the same selection rules as search_publications.

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• list_research_sections

  Cluster research sections, funding phases, project/item counts and citation links. Includes the external-collection grouping.

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• list_subjects

  Subject headings (LCSH or free tags) ranked by distinct research-item count. Feed a heading into search_research_items.subject.

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• list_years

  Research-item year/decade histogram with dated and undated counts. A date range counts in each spanned bucket. Supports shared item filters and pagination.

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• resolve_entity

  Resolve a label or typed ID to cited candidates. Returns ambiguity instead of merging names. Use a returned id with get_entity_graph or get_* tools.

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• search

  Ranked search across items, publications, videos, podcasts, projects and sections. Returns typed IDs, titles and citation URLs. Fetch selected records for evidence.

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• search_persons

  Find canonical person authority records. Names accept either order and ignore accents. Use resolve_entity to disambiguate homonyms.

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• search_podcasts

  Search podcast metadata and transcripts. Text-only hits include snippets; full transcripts require get_podcast with opt-in.

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• search_projects

  Search project names, descriptions and membership. Returns cited summaries and item counts; use get_project for detail.

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• search_publications

  AND-filtered bibliography, newest first. Keyword includes PDF text and returns match snippets. citation_format returns citations per page; export links every match as one file. Cite amira_url.

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• search_research_items

  Search digitised research items. Filters are AND-combined; empty results suggest a filter to relax or a stored place name. export links all matches as a file.

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• search_videos

  Search video metadata and transcripts. Text-only hits include snippets; full transcripts require get_video with opt-in.

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Tool count and median score across every tool in this server’s corpus — honest in a way a single cherry-picked tool’s badge wouldn’t be.

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