关于
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.
主要功能
- 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
使用案例
- 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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