Jev Stars — AI skill for Claude Code
Local-first GitHub stars memory for AI coding agents: Rust CLI turning 1243 starred repos into agent-ready context with offline SQLite FTS5, deterministic repo health, cached Jev AI tags, built-in MCP.
How to install Jev Stars
This entry records only its repository, not the path inside it, so there is no
exact command to give. Open AkashPriyadarshii/jev-stars and copy the folder into
~/.claude/skills/, or the file into ~/.claude/agents/.
What Jev Stars does
Local-first GitHub stars memory for AI coding agents: Rust CLI turning 1243 starred repos into agent-ready context with offline SQLite FTS5, deterministic repo health, cached Jev AI tags, built-in MCP server
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README
title: "jev-stars: Local-First GitHub Stars Memory for AI Coding Agents (Rust CLI + MCP)" description: "Open-source Rust CLI turning 1244 GitHub stars into agent-ready context. Offline-first SQLite + FTS5, deterministic repo health, cached Jev AI tags, built-in MCP server for Claude Code, Cursor, pi. MIT." canonical: "https://github.com/AkashPriyadarshii/jev-stars" image: "https://github.com/AkashPriyadarshii/jev-stars/raw/main/assets/jev-stars.svg" author: "Akash Priyadarshi" license: "MIT" language: "en" topic: "developer-tools" tags:
- github-stars-manager
- github-stars-organizer
- mcp-server-rust
- ai-coding-agent-memory
- claude-code-mcp
- sqlite-fts5
- jev-ai
- starred-repos-cli
- offline-first-cli
- rust-cli
- model-context-protocol
- developer-tools keywords:
- github stars manager
- github stars organizer
- mcp server rust
- ai coding agent memory
- claude code mcp
- sqlite fts5
- starred repos cli
- offline first cli
**Support:** fuel the next build: [](https://buymeacoffee.com/AkashPriyadarshi)
jev-stars
Your 1,244 GitHub stars, turned into agent-ready memory. One Rust binary. Offline-first.
NIRVA — a local, personalised hybrid AI agent for Windows. Offline speech recognition (Whisper) and speech syn 905+ curated GitHub starred repos — AI agents, dev tools, self-updating daily dashboard TokToken is a fast, single-binary C codebase indexer for AI coding agents. Powered by universal-ctags and SQLi Persistent memory for AI agents and personal knowledge management. Single-file Python CLI: hybrid semantic + k pst — local-first personal prompt library CLI. SQLite+FTS5, instant retrieval (pst code-review), variable temp Aggregate and summarize local AI coding agent sessions (Claude Code, Codex, ZCode, Pi, Hermes, OpenCode, Kimi. Primary reviewer for the Rust/Tauri backend — domain modeling, error handling, module boundaries (L0–L3 layers Finds the shape of a TypeSafe solution: decides whether Jev fits at all, what stays in deterministic code, wha The review seat over consolidation — the pipeline's keystone, the one error class that COMPOUNDS. The engine's
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