The Islam West Africa Collection (IWAC) MCP server,
connected in one click.

“Use “search”: Search the Islam West Africa Collection across newspaper articles, Islamic publications, archival documents, academic references, audiovisua.”

“Use “fetch”: Retrieve the full text and metadata of one IWAC item by an id returned from `search` (format '<category>:<number>', e.g. 'articles:28576').”

“Use “search_articles”: Search IWAC newspaper articles by keyword (title + OCR + AI abstracts, French and English), country, newspaper, subject, and date range. Use.”

“Use “get_article”: Get one article (by id): full metadata, the AI abstract (description_ai), AI sentiment, and OCR text. Pass a `keyword` to get ~2000-char exc.”

search — Search the Islam West Africa Collection across newspaper articles, Islamic publications, archival documents, academic references, audiovisua

fetch — Retrieve the full text and metadata of one IWAC item by an id returned from `search` (format '<category>:<number>', e.g. 'articles:28576').

search_articles — Search IWAC newspaper articles by keyword (title + OCR + AI abstracts, French and English), country, newspaper, subject, and date range. Use

get_article — Get one article (by id): full metadata, the AI abstract (description_ai), AI sentiment, and OCR text. Pass a `keyword` to get ~2000-char exc

search_by_sentiment — Filter articles by gpt-5-6-luna sentiment labels (accent/case-insensitive exact match). One model's reading, not a consensus — 4 other model

get_sentiment_distribution — Aggregate AI polarity, centrality and subjectivity across a filter set. 5 models scored the corpus independently — gpt-5-6-luna, mistral-sma

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…).