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MCP server · RAG

IvenKooLab/loci

by · github.com/IvenKooLab/loci

mcp`.

Unclaimed ai-agentsbm25chromadbcross-ideembeddingsfeedback-loopincremental-indexingknowledge-baselocal-firstmcpmcp-servermemory-managementobsidianollamapersonal-knowledge-basequery-rewritingragretrieval-augmented-generationsecond-brainwiki
InstallView source
52Fair

Scored 7 days ago · breakdown

About IvenKooLab/loci

IvenKooLab/loci is an MCP server published by IvenKooLab in the RAG category: mcp`.

The repository has 100 stars and 0 forks, with the last commit 13 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/IvenKooLab/loci

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

v0.6.3v0.6.3 · 4 Oct 2026v0.6.3 Bug fix** — first external contribution (by @hulinming) 🎉 Fixed `TypeError` on every `loci ask` call with `--rewrite`: the CLI passed `rewrite=` but `cmd_ask` did not accept the parameter (regression since v0.5.0). Merged via PR #1…
v0.6.2v0.6.2 — integration hardening (found by loci-dsh) · 19 Sep 2026v0.6.2 — integration-hardening release Fixes found by the first downstream integration ([loci-dsh](https://github.com/IvenKooLab/loci-dsh), a visual plugin for DeepSeek Harness): `serve-http`, `sync`, `bench` CLI subcommands are now…
v0.6.1v0.6.1 — the knowledge-graph release · 19 Sep 2026v0.6.1 — the knowledge-graph release Four features landed in parallel branches and merged into one release. Highlights Knowledge graph** — `loci graph build` extracts entity-relation triples from your memories and wiki pages into a single…
v0.5.0v0.5.0 — the self-improving release · 16 Sep 2026v0.5.0 — the self-improving release Query understanding, memory automation, and efficiency across the board. Highlights Query rewriting** — `loci ask --rewrite` generates keyword and cross-language variants of your query, retrieves per…
v0.2.0v0.2.0 — the memory layer release · 5 Sep 2026The "memory layer" release loci turns scattered notes, project docs, and chat logs into a queryable second brain — local index, hybrid retrieval, cited answers, and an MCP server so your AI agents can use it. The core is ~300 lines of…
Questions

About IvenKooLab/loci

How do I install IvenKooLab/loci?

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

Is IvenKooLab/loci safe to use with an AI agent?

Its trust score is 52 out of 100 (fair). 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 IvenKooLab/loci still maintained?

Yes — the latest release is v0.6.3 (4 Oct 2026), and the last commit was 13 days ago. The repository has 100 stars.