Mcp Contradiction Check

Runs static analysis on your markdown vault to catch notes that cite conflicting numbers or make opposing claims about the same concepts. The find_contradictions tool scans for pairs with high semantic overlap but disagreeing quantitative values or negation patterns, while check_pair lets you audit two specific files. Free tier covers detection, Pro tier adds extract_claims for pulling structured assertions from individual notes and generate_reconciliation_prompt to build LLM inputs that preserve full context for dispute resolution. Built to complement hebbian-vault's retrieval weighting so you don't reinforce contradictory knowledge. Useful if you maintain a growing knowledge base where stale or conflicting information creeps in across hundreds of notes and you need automated flagging before the inconsistencies propagate.