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hang-in / seCall

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recall your second brain

45
12
100% credibility
Found Apr 08, 2026 at 49 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Rust
AI Summary

seCall is a command-line tool that ingests, indexes, and searches conversation logs from AI coding agents like Claude Code, Codex, and Gemini, storing them as searchable Markdown files in a personal vault with optional wiki generation and Git sync.

How It Works

1
🔍 Discover seCall

You hear about seCall, a tool that lets you search and relive your past chats with AI coding helpers like Claude.

2
📦 Set up your vault

With one simple setup, you create a personal folder to store all your AI conversation memories safely.

3
📥 Pull in your history

Tell it to grab your recent AI sessions automatically, and it organizes them neatly in your vault.

4
⭐ Search like magic

Type a question about your past work, and it instantly shows the exact chat turns or ideas you need.

5
📝 Build your knowledge wiki

Let it summarize sessions into helpful wiki pages for projects, topics, or decisions you reference later.

6
☁️ Sync across devices

Back up your vault to the cloud so your history follows you everywhere.

🎉 Your AI brain is ready

Now every past conversation is searchable, turning your AI history into a powerful personal knowledge base.

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Star Growth

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AI-Generated Review

What is seCall?

seCall is a Rust CLI that builds a searchable second brain from your AI agent sessions, ingesting logs from Claude Code, Codex, and Gemini into a local vault of markdown files, SQLite index, and vector embeddings. Run `secall ingest --auto` to pull new sessions, `secall recall "fix auth bug"` for hybrid keyword/semantic search across projects and agents, or `secall sync` for git-based multi-machine sharing. It's a local recall github tool for disabling recall github dependency on cloud services.

Why is it gaining traction?

Unlike cloud RAG tools, seCall runs fully local with ONNX embeddings and BM25 search, perfect for github recall ai on Linux without APIs. The MCP server hooks into Claude for real-time recall second brain queries, and wiki generation turns sessions into navigable pages. Open recall github fans dig the git recall commit sync over recall-stack github alternatives.

Who should use this?

Claude Code power users tired of scrolling chat histories for past bugfixes, or Codex devs needing github total recall across projects. Teams sharing AI workflows via git vaults, especially those avoiding secall gmbh-style enterprise training for a personal recall second form.

Verdict

Grab it for local recall github if you're deep in AI coding—CLI shines with `secall mcp` integration. At 45 stars and 1.0% credibility, it's raw (basic README, no broad tests), but stable Rust core delivers; iterate on docs for wider adoption.

(198 words)

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