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Releases: MaRDI4NFDI/MathModDB-MCP

v0.1.0

24 Feb 15:21
@JR-1991 JR-1991
v0.1.0
8e76f63

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v0.1.0 Pre-release
Pre-release

MathModDB-MCP v0.1.0

This is the first public release of MathModDB-MCP, an MCP server for semantic exploration of the MathModDB knowledge graph.

Highlights

  1. Ontology exploration tool (Explore_Ontology)

    • Natural-language schema discovery over MathModDB.
    • Returns ranked classes, object properties, data properties, and qualifier properties.
    • Includes a connected Steiner-style schema subgraph for query planning.

  2. SPARQL query tooling

    • SPARQL_Query for single-query execution.
    • Batch_SPARQL_Query for running multiple named queries in one call.
    • Designed for iterative, schema-guided retrieval.

  3. Vector retrieval pipeline

    • Dense retrieval with configurable embedders.
    • Optional ColBERT late-interaction multivector retrieval in Qdrant.
    • Optional cross-encoder reranking (cross_embed_reranker) for final ranking quality.

Full Changelog: https://github.com/MaRDI4NFDI/MathModDB-MCP/commits/v0.1.0

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