Hoffmann843/loci
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A queryable second brain over your scattered notes and docs - hybrid retrieval (vector + BM25), section-level citations, and an MCP server so AI agents can use it. ~300 lines, no LangChain.
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About the project
A queryable second brain over scattered notes and docs, using hybrid retrieval (vector + BM25) with section-level citations and an MCP server so AI agents can query it. About 300 lines, no LangChain.
Useful for
- Connect the MCP server to an AI agent so it can answer questions from your notes with citations.
- Search across scattered docs with hybrid vector and BM25 retrieval to find relevant sections.
- Index notes incrementally and get section-level citations instead of whole documents.
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of November 4, 2026, 10:53 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.
Why it’s trending
- There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
Measured growth: the last 7 completed days
The full 7-day window is unavailable; no weekly total or comparison is calculated.
Daily measurements · UTC
- October 28, 2026
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- October 29, 2026
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- October 30, 2026
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- October 31, 2026
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- November 1, 2026
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- November 2, 2026
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- November 3, 2026
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Largest measured day in the last 30 days: 0 · October 14, 2026. Days with data: 5.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 18, 2026, 23:34 UTC. Sources and measurement limits →
Three GitHub discoveries in each edition
What they do, why they are gaining interest, and what to check before using them.
Editions at 10:00, 16:00, 22:00 MSK.
Numbers
- Total stars
- 0
- Today
- Not enough measurements today
- Forks
- 0
- Issues and pull requests
- 0
- Watchers
- 0
- Language
- Python
- Latest release
- 0.2.690 · October 14, 2026
- Created
- October 14, 2026
- Last push
- October 14, 2026
Star trust
Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.
These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.
Spotted in
- October 25, 2026New listing on glama
- October 24, 2026New listing on glama
- October 23, 2026New listing on glama
- October 22, 2026New listing on glama
- October 21, 2026New listing on glama
- October 20, 2026New listing on glama
- October 19, 2026New listing on glama
- October 18, 2026New listing on glama
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/Hoffmann843/loci)