IWAC MCP Server

Example Use Cases

• 1

  Structured, read-only access to historical and cultural data about Islam in West Africa.

• 2

  Perform semantic search and sentiment analysis on multilingual newspaper articles and related materials.

• 3

  Fast, offline-capable querying of a large digital archive without requiring API credentials.

Description

The IWAC MCP Server offers 17 read-only tools to query articles, index entries, publications, references, and audiovisual materials from the Islam West Africa Collection. It supports semantic search using Gemini embeddings and AI sentiment analysis for polarity, centrality, and subjectivity scoring. The server loads data from the public Hugging Face dataset and enables fast, offline-capable searches with cursor-based pagination and MCP tool annotations for easy client integration.