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  3. Mnelo
MCP server · RAG

Mnelo

by · github.com/chinesewebman/mnelo

Local-first knowledge-graph memory layer for AI agents — what Mem0 charges for: 4-way RRF + L2 maintenance + bilingual classifier, one local SQLite. usearch f16 runs it on $10/year VPS.

Unclaimed agent-memoryaiai-agentbge-embeddingsbilingualhermesknowledge-graphlocal-firstmcpmem0-alternativememoryragsqlitesqlite-vec
InstallView source
34Low

Scored 28 days ago · breakdown

About Mnelo

Mnelo is an MCP server published by chinesewebman in the RAG category: local-first knowledge-graph memory layer for AI agents — what Mem0 charges for: 4-way RRF + L2 maintenance + bilingual classifier, one local SQLite. usearch f16 runs it on $10/year VPS.

The repository has 1 stars and 1 forks, with the last commit 23 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/chinesewebman/mnelo

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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Security checks

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Releases

v1.1.0v1.1.0 — Multi-Agent 共用版 · 10 Aug 2026v1.1.0** is the **Multi-Agent 共用版** of mnelo. Building on v1.0.0 (single-agent Task/Loop subsystem feature-complete), this release crosses the single-agent → multi-agent boundary: Entity host namespace guard** — multiple agents writing to…
v1.0.0v1.0.0 — Task/Loop subsystem feature-complete (M1-M5) · 6 Aug 2026v1.0.0 — Task/Loop subsystem feature-complete (M1-M5) DESIGN §12 milestones M1-M5 all shipped. Task and Loop entities gain a full state-machine core with audit log, concurrent safety, crontab-style recurring tasks, and stuck-task…
v0.1.1mnelo v0.1.1 — Documentation update · 18 Jul 2026"# mnelo v0.1.1 — Documentation update\n\nDocs-only patch bump. **No code or API changes** — this release makes mnelo easier to discover and to install.\n\n## What changed\n\n### Top-of-README blurb\n- New **\"Why 4-way recall wins\"**…
v0.1mnelo v0.1 · 18 Jul 2026mnelo v0.1 — Initial Public Release Local-first knowledge-graph memory layer for AI agents. Single SQLite file + sqlite-vec + MCP + RRF. Bilingual (English + 中文). Languages / 语言 English**: see [README.md](README.md) (default) 中文**: see…
Questions

About Mnelo

How do I install Mnelo?

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

Is Mnelo 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 Mnelo still maintained?

Yes — the latest release is v1.1.0 (10 Aug 2026), and the last commit was 23 days ago. The repository has 1 stars and 1 open issues.