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Islam West Africa Collection (IWAC)

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

MCP server · by fmadore

About

Islam West Africa Collection (IWAC) is an MCP server published by fmadore. Marketplaces we read that list it: 1 (Official MCP Registry). The last change we recorded was on 2026-10-13. As of our marketplace pass on 2026-10-13.

What it asks for

  • Runs remotely

None of the marketplaces we read publishes its tools or the settings it asks for.

What it declares, asks for and runs, in full

Only install plugins from developers you trust. We list what marketplaces publish and do not test plugins.

Works with

  • Claude Code
  • Codex
  • Cursor
  • VS Code
  • Copilot CLI

A one-click link opens the client, which asks you to confirm before it adds the server.

From the marketplaces that list it and the MCP transport it declares, as each client documents them. We do not test plugins.

Observed by Ext Ops

Observed by Ext Ops on 2026-10-13: what the endpoint itself answered when asked to list its tools. We never call the tools.

Tools: 35 · Resources: 15 · Prompts: 2

Server: iwac-mcp-server 3.9.0 · MCP protocol version 2025-06-18

  • Ships an MCP Apps interface

Tool metadata as listed on 2026-10-13: annotations on 35 of 35 tools · parameter descriptions on 150 of 234.

  • explore_corpusSelection workbench: items, concordance, coverage, compare (requires comparison), attention, aliases, or paginated manifest/CSL-JSON/BibTeX exports. Exact filters intersect. Coverage measures archive…
  • fetchRetrieve 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, text, url, metadata}: `text` is the ite…
  • get_articleGet 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` to get ~2000-char excerpts around each…
  • get_audiovisualGet one audiovisual record by id: full description and transcription (where one exists), creator/publishing channel, duration, medium, subjects, places, language, rights, source, and three distinct l…
  • get_collection_statsOverall statistics for every IWAC subset, including `fulltext_coverage` — how many items in each subset actually carry searchable full text in this dataset. Read that before treating any keyword coun…
  • get_cooccurrenceCount pairs of metadata values co-tagged on the same items. Matrix/network views show descriptive associations, not causal links. Filters apply before pair counting; top_n caps the vocabulary.
  • get_country_comparisonCompare article counts, newspaper counts, date ranges, and gpt-5-6-luna polarity across countries.
  • get_documentGet one archival document (by id): full metadata, AI description, and OCR text, in 25k-char parts (follow `next_offset`). Pass a `keyword` to get ~2000-char excerpts around each match instead, useful…
  • get_field_distributionRank exact metadata values, splitting pipe-separated tags. Reports missing metadata and optional coverage over time. Choose spatial for mentioned places, country for stored country tags, or subject/a…
  • get_imageGet one photograph by id: title, photographer, capture date, place and coordinates, subjects, rights, the IIIF manifest, and the full-resolution `image_url`. The server returns URLs, not image bytes.
  • get_index_entryGet full details of an index entry by id (raw dataset columns, French names — Titre, Prénom, Coordonnées…).
  • get_lexical_metricsText length, lexical richness and readability by country/newspaper/year. Metrics are precomputed; readability is French-specific and excludes other languages. Missing values are disclosed. Compare di…
Show the remaining 23
  • get_newspaper_statsPer-newspaper article counts and date ranges.
  • get_place_distributionPlace tags joined to authority coordinates. Separates publication countries from mentioned places; missing geocodes are counted explicitly.
  • get_publication_fulltextFull OCR text of a publication in 25k-char parts (follow `next_offset`), or ~2000-char excerpts around keyword matches (accent-insensitive; capped: see match_count vs excerpts_returned).
  • get_referenceFull bibliographic record for one academic reference (by id), including the complete abstract (present for ~51% of references), subjects, DOI/URL, and host-work details (book, volume, issue, pages).
  • get_semantic_mapStable-hash sample of matching stored embeddings, projected with PCA. Reports eligible, invalid, missing and capped counts, seed and explained variance. Group counts describe the sample. Coordinates…
  • get_sentiment_distributionAggregate AI labels over a shared selection. model:"all" compares independent annotators and their coverage; model:"consensus" reads the stored panel majority. Choose compare_models and agreement_fie…
  • get_similar_itemsNearest stored embeddings by cosine similarity, without an API key. Scores rank reading candidates; no threshold proves a reprint. Returns source IDs and dates for comparison. Corpus-wide candidate g…
  • get_temporal_distributionCounts by Gregorian or Hijri year/month, or pooled lunar month. Group by country/newspaper. Partial dates and missing lunar dates are disclosed. normalize_by returns numerator counts and per-bucket d…
  • get_topic_distributionCounts of offline LDA topic assignments, optionally over time. Topic labels are interpretive model outputs; exact topic_id filters select assignments rather than keyword matches. Reports unclassified…
  • list_audiovisualList audiovisual materials, newest first (francophone web video from Burkina Faso, Togo and Benin; deposited Nigerian Hausa/Arabic recordings). Filter by country, publishing channel or `source_type`.
  • list_locationsList lieux from the IWAC index, sorted by frequency (most-referenced first). The optional 'country' filter selects entries that APPEAR IN records from that country (mentioned-in, not located-in), ran…
  • list_periodicalsList the Islamic periodical/series titles in the publications subset, with issue counts and year ranges. Use the returned newspaper value as the `newspaper` filter on search_publications.
  • list_personsList personnes from the IWAC index, sorted by frequency (most-referenced first). The optional 'country' filter selects entries that APPEAR IN records from that country (mentioned-in, not located-in),…
  • list_subjectsList sujets from the IWAC index, sorted by frequency (most-referenced first).
  • searchSearch the Islam West Africa Collection across newspaper articles, Islamic publications, archival documents, academic references, audiovisual recordings, photographs, and the authority index (persons…
  • search_articlesSearch IWAC newspaper articles by keyword (title + OCR + AI abstracts, French and English), country, newspaper, subject, and date range. Use French concept keywords regardless of the user's report la…
  • search_audiovisualSearch audiovisual materials by keyword and metadata: francophone web video from Burkina Faso, Togo and Benin (TV reports, association and campus recordings), plus deposited Nigerian Hausa/Arabic rec…
  • search_by_sentimentFilter articles by gpt-5-6-luna sentiment labels (accent/case-insensitive exact match). One model's reading, not a consensus — 4 other models scored the same articles and often disagree; get_sentimen…
  • search_documentsSearch the small archival-documents subset (~26 items: Islamic association reports, flyers, project documents — mostly Burkina Faso). Use French concept keywords regardless of the user's report langu…
  • search_imagesSearch the IWAC photographs (30 items: mosques, radio stations, schools, signage and street scenes documented during fieldwork). Keyword matches title, creator, subject, place and the rare caption. E…
  • search_indexSearch the IWAC authority index (persons, places, organisations, events, subjects) by name. Accent/case-insensitive.
  • search_publicationsSearch Islamic publications (periodical issues, books). `keyword` matches title, subject, table of contents, and full OCR text (TOC hits come back as matching_toc_entries); use French concept keyword…
  • search_referencesSearch academic references (journal articles, book chapters, theses, books, reports) by keyword and metadata. `keyword` is a single substring match over title + abstract, so search ONE term per call…

Its marketplaces publish no list of tools.

How we check endpoints

Connect

Commands and configs built only from what its marketplaces declare. We do not run them for you and do not test plugins.

As a remote MCP server

Built from what Official MCP Registry declares.

Claude CodeTerminal
claude mcp add --transport http iwac-mcp-server https://islam.zmo.de/mcp/
Codex~/.codex/config.toml
[mcp_servers.iwac-mcp-server]
url = "https://islam.zmo.de/mcp/"
Cursor~/.cursor/mcp.json
{
  "mcpServers": {
    "iwac-mcp-server": {
      "url": "https://islam.zmo.de/mcp/"
    }
  }
}

Where it is published

MarketplaceStatusVersionFiguresVerifiedFirst seen
Official MCP Registry (Open the registry record) Listed 4.0.1 Forks (GitHub): 2
Stars (GitHub): 2
Not marked

Each figure is the marketplace's own and is never added up across marketplaces. A marketplace that publishes no figure shows none: no number is not zero.

What changed

  1. Official MCP Registry: released version 4.0.1 (was 4.0.0)
  2. Official MCP Registry: repository or package changed
  3. Official MCP Registry: repository or package changed
  4. Official MCP Registry: released version 4.0.0 (was 3.9.0)

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Found by meaning, not by shared code or a shared repository: similar plugins stay separate products, and this is not a review or a recommendation.

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Add it to your projects and prove you maintain it with a file in its repository, a file on your domain or a DNS record. You get alerts when a marketplace lists it, drops it, changes its verified mark or what it asks for, and its remote endpoint goes on monitoring as a web service.

Data comes from the Official MCP Registry (registry.modelcontextprotocol.io), CC0 1.0. Figures come from our own regular passes over the marketplaces, last read on . We publish no contact details for plugin publishers.

Where the data comes from: how the catalog is built