DOI Citation Verifier
Ensures the accuracy of academic citations by verifying them against the CrossRef database, preventing large language models from hallucinating references.
Acerca de
Large language models often struggle with 'citation hallucination,' fabricating academic references or misattributing details. The DOI Citation Verifier acts as a Model Context Protocol (MCP) server that mandates verification for every academic citation an LLM attempts to generate. By querying CrossRef's extensive database in real-time, it validates citation details, ensuring that only confidently matched, real publications with valid DOIs are cited, thereby eliminating the problem of non-existent or incorrect references.
Características Principales
- Mandatory citation verification for LLMs
- 1 GitHub stars
- Confidence scoring for fuzzy matching of citation details
- Real-time validation against CrossRef's 150+ million publications
- Search for real papers on a topic with verified citations
- Returns only DOI-backed, properly formatted citations
Casos de Uso
- Validating the existence and accuracy of a specific academic citation before it is referenced.
- Preventing large language models from generating hallucinated or incorrect academic citations.
- Searching for real, verified academic papers and their details on specific topics.
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