Hey everyone, I built Memora because I got tired of AI note tools fabricating things from my own notes. The problem: chunk-based RAG retrieves text and trusts the model to quote it correctly. When the model fabricates a meeting, puts words in someone's mouth, or cites a paragraph that doesn't exist, you have no defense. Memora's approach: extract atomic claims from your markdown with byte-level pointers and blake3 fingerprints. When an LLM cites a claim ID, a validator re-reads the source span and rejects mismatches before the answer ships. The hallucination contract is enforced in Rust types, not prompts. Beyond verification, the claim graph surfaces patterns chunk-RAG can't: decisions you made three months ago, contradictions between meeting notes, plans that depend on reversed decisions. Single Rust binary. Works with Claude Desktop over MCP. Apache-2.0. Honest about what's not yet there (mobile, PDFs, GUI). Would love feedback from anyone running their notes through this.

Memora

Stop AI from hallucinating your own notes

Stop AI from hallucinating your own notes