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  3. Mnemonic
MCP server · RAG

Mnemonic

by · github.com/naveenadi/mnemonic

On-device hybrid search for markdown knowledge bases. BM25 + vector + LLM reranking with link graphs, time decay, and HyDE. Designed for pi coding agent.

Unclaimed bm25fts5hybrid-searchknowledge-baselocal-aimarkdownmcppi-coding-agentragsearchsemantic-searchsqlitevector-search
InstallView source
34Low

Scored 4 hours ago · breakdown

About Mnemonic

Mnemonic is an MCP server published by naveenadi in the RAG category: on-device hybrid search for markdown knowledge bases. BM25 + vector + LLM reranking with link graphs, time decay, and HyDE. Designed for pi coding agent.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/naveenadi/mnemonic

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About Mnemonic

How do I install Mnemonic?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is Mnemonic safe to use with an AI agent?

Its trust score is 34 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Mnemonic still maintained?

Yes — the last commit was 4 months ago. The repository has 0 stars and 0 forks.