io.github.fmadore/iwac-mcp-server

up checked 2026-11-11T03:39:02.393Z

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Publisher-provided title

Islam West Africa Collection (IWAC)

Publisher-provided description

Read-only access to the Islam West Africa Collection via Hugging Face datasets.

Summary by lookupd

Searches and retrieves full text, metadata, and statistics from a read-only digital archive of West African Islamic newspapers…

Install

Claude Code, remote (streamable-http)

claude mcp add --transport http iwac-mcp-server https://islam.zmo.de/mcp/

Codex, remote (streamable-http)

codex mcp add iwac-mcp-server --url https://islam.zmo.de/mcp/

Cursor, remote (streamable-http) → .cursor/mcp.json

{
  "mcpServers": {
    "iwac-mcp-server": {
      "url": "https://islam.zmo.de/mcp/"
    }
  }
}

Other clients: docs. Or tell your agent: Set up lookupd for me: read https://lookupd.com/agent.md and follow it.

Tools (showing 30 of 39)

Publisher-provided text

• search Search the Islam West Africa Collection across newspaper articles, Islamic publications, archival documents, academic references, audiovisual recordings, photog
• fetch Retrieve the full text and metadata of one IWAC item by an id returned from `search` (format '<category>:<number>', e.g. 'articles:28576'). Returns {id, title,
• explore_corpus Selection workbench: items, concordance, coverage, compare (requires comparison), attention, aliases, or paginated manifest/CSL-JSON/BibTeX exports. Exact filte
• search_articles Search IWAC newspaper articles by keyword (title + OCR + AI abstracts, French and English), country, newspaper, subject, and date range. Use French concept keyw
• get_article Get one article (by id): full metadata, the AI abstract (description_ai), AI sentiment, and OCR text, in 25k-char parts (follow `next_offset`). Pass a `keyword`
• semantic_search_articles Semantic search over article title + full text, including articles whose OCR is not public. Query in any language. Runs the corpus model, EmbeddingGemma 2, loca
• search_by_sentiment Filter articles by claude-haiku-5-5 sentiment labels (accent/case-insensitive exact match). One model's reading, not a consensus — 5 other models scored the sam
• get_sentiment_distribution Aggregate AI labels over a shared selection. model:"all" compares independent annotators and their coverage; model:"consensus" reads the stored panel majority.
• search_index Search the IWAC authority index (persons, places, organisations, events, subjects) by name. Accent/case-insensitive.
• get_index_entry Get full details of an index entry by id (raw dataset columns, French names — Titre, Prénom, Coordonnées…).
• list_subjects List sujets from the IWAC index, sorted by frequency (most-referenced first).
• list_locations List lieux from the IWAC index, sorted by frequency (most-referenced first). The optional 'country' filter selects entries that APPEAR IN records from that coun
• list_persons List personnes from the IWAC index, sorted by frequency (most-referenced first). The optional 'country' filter selects entries that APPEAR IN records from that
• get_collection_stats Overall statistics for every IWAC subset, including `fulltext_coverage` — how many items in each subset actually carry searchable full text in this dataset. Rea
• get_newspaper_stats Per-newspaper article counts and date ranges.
• get_country_comparison Compare article counts, newspaper counts, date ranges, and claude-haiku-5-5 polarity across countries.
• get_temporal_distribution Counts by Gregorian or Hijri year/month, or pooled lunar month. Group by country/newspaper. Partial dates and missing lunar dates are disclosed. normalize_by re
• get_topic_distribution Counts of offline LDA topic assignments, optionally over time. Topic labels are interpretive model outputs; exact topic_id filters select assignments rather tha
• get_field_distribution Rank exact metadata values, splitting pipe-separated tags. Reports missing metadata and optional coverage over time. Choose spatial for mentioned places, countr
• get_cooccurrence Count pairs of metadata values co-tagged on the same items. Matrix/network views show descriptive associations, not causal links. Filters apply before pair coun
• get_place_distribution Place tags joined to authority coordinates. Separates publication countries from mentioned places; missing geocodes are counted explicitly.
• get_semantic_map Stable-hash sample of matching stored embeddings, projected with PCA. Reports eligible, invalid, missing and capped counts, seed and explained variance. Group c
• get_similar_items Nearest stored embeddings by cosine similarity. Articles and documents lead with the dataset's published top 10. Scores run high (unrelated ~0.7) and rank readi
• get_lexical_metrics Text length, lexical richness and readability by country/newspaper/year. Metrics are precomputed; readability is French-specific and excludes other languages. M
• search_publications Search Islamic publications (periodical issues, books). `keyword` matches title, subject, table of contents, and full OCR text (TOC hits come back as matching_t
• list_periodicals List the Islamic periodical/series titles in the publications subset, with issue counts and year ranges. Use the returned newspaper value as the `newspaper` fil
• get_publication_fulltext Full OCR text of a publication in 25k-char parts (follow `next_offset`), or ~2000-char excerpts around keyword matches (accent-insensitive; capped: see match_co
• semantic_search_publications Semantic search over publication tables of contents, present for ~40% of issues (none for An-Nasr Vendredi, 130 of 695 Islam Info issues): use search_publicatio
• search_references Search academic references (journal articles, book chapters, theses, books, reports) by keyword and metadata. `keyword` requires every word in the title + abstr
• get_reference Full bibliographic record for one academic reference (by id), including the complete abstract (present for ~51% of references), subjects, DOI/URL, and host-work

Details

• Version: 6.0.0
• Transports: streamable-http, stdio
• Uptime (7 days): 100%
• Median latency: 1189 ms
• First indexed: 2026-11-01T09:29:48.178Z
• Last seen in registry: 2026-11-02T07:17:23.192Z
• Repository: https://github.com/fmadore/iwac-mcp-server
• Website: https://islam.zmo.de/s/westafrica/

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