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Zekra

Long-term memory for AI agents, over MCP

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Zekra is an open-source memory service any AI agent reaches over MCP. Agents retain what they learn; the next session recalls it with citations. Facts are updated, not duplicated, and recall mixes vectors, BM25 and a knowledge graph.

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PH · launched Oct 14, 2026 · 1 upvote (top 67%)

Similar launches

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Could you build this?

Yes This is an MCP server providing hybrid retrieval (BM25 + vector search + knowledge graph extraction), which can be implemented with existing libraries like LangChain/LlamaIndex, SQLite/PostgreSQL, and standard MCP SDKs.

Competitors

Other products that read as similar to this one : 177 launches clear the similarity bar, closest 8 shown.

Attention rank: #97 of 178 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 281 days after the earliest competitor.

Other launches for this product