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verifiable-memory
Memory for AI agents that can't hallucinate
Verifiable memory for AI agents — 0% hallucination, cited answers or honest abstention, provable forgetting, deterministic. MCP server. CPU-only, no GPU. - Mars-proj/verifiable-memory
Hey Product Hunt 👋
▎
▎ I built verifiable-memory out of frustration: every agent I worked with eventually
▎ did the same thing — answered a question confidently and wrong, or "remembered"
▎ something it was never told. For anything serious (legal, finance, health,
▎ automation) that's not a bug, it's a liability.
▎
▎ So I went the opposite way. Instead of making the model guess better, I gave it a
▎ memory that can only answer from facts it actually has — with the source cited — or
▎ honestly says "I don't know." No fabrication by construction, not by prompt. It
▎ also does what an LLM can't from its weights: provable forgetting (GDPR),
▎ valid-time ("what did we know as of date T?"), Merkle proofs, and fully
▎ deterministic recall.
▎
▎ I stress-tested it to 1,000,000 facts on a plain CPU box: 0% hallucination on
▎ adversarial traps, ~4µs/query, no GPU. It ships as an MCP server + Python SDK, so
▎ it drops in behind Claude or any agent in a couple of lines.
▎
▎ It's open-source (MIT) and free to self-host: pip install verifiable-memory-mcp ·
▎ github.com/Mars-proj/verifiable-memory
▎
▎ Honest scope: it's a trust/memory layer, not a smarter chatbot — it wins on
▎ verifiability, not fluency. Pair it with your LLM.
▎
▎ I'd love feedback, especially from anyone building agents where a made-up fact
▎ actually costs something. What would make this useful for you?
▎
▎ — Sergey
About verifiable-memory on Product Hunt
“Memory for AI agents that can't hallucinate”
verifiable-memory was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #134 on the daily leaderboard. Verifiable memory for AI agents — 0% hallucination, cited answers or honest abstention, provable forgetting, deterministic. MCP server. CPU-only, no GPU. - Mars-proj/verifiable-memory
On the analytics side, verifiable-memory competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how verifiable-memory performed against the three products that launched closest to it on the same day.
Who hunted verifiable-memory?
verifiable-memory was hunted by New User. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of verifiable-memory including community comment highlights and product details, visit the product overview.
New User