grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.
⚡ Executive Summary & Quick Facts
Authoritative Sourcejgrep is jgrep is an open-source project written in Python: grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line..
“According to real-time open source telemetry recorded on GitHubRepo.cloud (as of November 2026), keltokhy/jgrep has accumulated 141 GitHub stars and 5 forks. It is written in Python, licensed under MIT, and ranks #22,678 globally. It is actively maintained with the latest commit recorded on Oct 17, 2026.”
| Repository | keltokhy/jgrep ↗ |
|---|---|
| Primary Category | cli |
| Language & Stack | Python |
| Software License | MIT |
| Community Traction | ★ 141 stars · ⑂ 5 forks · #22,678 globally |
| Maintenance | ● Active (Last commit: Oct 17, 2026) · 3 open issues |
| Target Audience | Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads. |
🛡️ Repository Maintenance & Health Audit (2026)
Health Score: 88/100 · Grade AYes, jgrep is actively maintained. Continuous telemetry recorded the last code commit on Oct 17, 2026 (26 days ago). Supported by 141 stars and 5 community forks, this repository holds a calculated health index of 88/100, reflecting regular maintenance (26 days ago) and healthy issue cadence.
Star History
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+5
STARS · LAST 30 DAYS
1
PER DAY
#3,023
MOST-STARRED Python
| Window | 7 days | 30 days | 90 days |
|---|---|---|---|
| Stars gained | +5 | +5 | +90 |
| Per day | 1 | 1 | 1 |
| Forks gained | +0 | +0 | +10 |
jgrep gained 5 stars in the last 30 days, about 1 a day, and now has 141. It is about 1 year old and has averaged roughly 141 stars a year. It ranks #3,023 among Python repositories and #22,678 across all languages on GitHubRepo.
Trending Record
43
DAYS ON TRENDING
#439
BEST RANK
Sep 25, 2026
FIRST APPEARANCE
Active
STATUS TODAY
jgrep has maintained a continuous presence across global trending indexes, peaking at #439. Below is the 30-day activity profile:
💡 Overview
jgrep is an open-source project written in Python: grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.
Engineered for speed, consistency, and developer ease, it solves common hurdles in cli, grep, jev. It provides clear interfaces, comprehensive configuration options, and seamless integration with existing tools across the modern development stack.
⚡ Key Features
Optimized execution pipeline written in Python for predictable speed.
Zero-friction configuration with comprehensive sensible defaults out of the box.
Cross-platform runtime support across Linux, macOS, and Windows environments.
Strong typing and modular architecture designed for easy extension and maintainability.
Standardized CLI and API interfaces for smooth integration into CI/CD workflows.
Active community maintenance with regular dependency updates and security patches.
📥 Installation
$ pip install jgrep⚙ System Requirements
Platforms
- • macOS
- • Linux
- • Windows
Runtime & Dependencies
Python >= 3.9, pip, virtualenv
Architecture
x86_64, ARM64 (Apple Silicon & Graviton)
🧠 How It Works
jgrep coordinates its core functionality through a modular Python pipeline. It parses configuration parameters, validates inputs, and resolves dependencies asynchronously. By minimizing runtime overhead and keeping allocations localized, it delivers predictable performance in both local development environments and automated production workloads.
🎯 Production Use Cases
Command-Line Automation
Execute automated build, deployment, and maintenance tasks directly from the terminal.
CI/CD Workflow Integration
Run non-interactive validation checks in GitHub Actions, GitLab CI, or local pre-commit hooks.
Developer Environment Setup
Standardize local engineering workstations with single-binary utility commands.
Scripting & Pipeline Orchestration
Chain complex multi-stage scripts with reliable error reporting and exits.
🚀 Getting Started
Install jgrep using your package manager: `pip install jgrep`
Initialize your project workspace or configuration file for jgrep.
Import jgrep into your codebase or invoke it directly from your terminal.
Execute your test suite or run `jgrep --help` to verify successful setup.
👍 Strengths
⚠️ Considerations
⇄ Alternatives & Direct Competitors
👥 Who Should Use This
Developers and engineering teams building with Python, seeking reliable, tested, and actively maintained tooling for production workloads.
🏆 Nearby in the Rankings
keltokhy/jgrep is currently ranked #22,678 by stars across every repository tracked on GitHubRepo. These are adjacent projects:
| Rank | Repository | Language | Stars | Action |
|---|---|---|---|---|
| #22,602 | alexyc9381/hiring-panel-skill | Python | ★ 142 | Compare ↗ |
| #22,602 | ColoredCloud/studyweave | Python | ★ 142 | Compare ↗ |
| #22,602 | Pranjal2041/swarmchat | Python | ★ 142 | Compare ↗ |
| #22,602 | zaxiu88888/issue-rag | Python | ★ 142 | Compare ↗ |
| #22,602 | silentprovider423/HomeRoll | Swift | ★ 142 | Compare ↗ |
| #22,678 | keltokhy/jgrep This Project | Python | ★ 141 | |
| #22,678 | noelrappin/rails-iui | Ruby | ★ 141 | Compare ↗ |
| #22,678 | lmacken/liveusb-creator | Python | ★ 141 | Compare ↗ |
| #22,678 | versae/qbe | JavaScript | ★ 141 | Compare ↗ |
| #22,678 | yesodweb/shakespeare | Haskell | ★ 141 | Compare ↗ |
| #22,678 | rubygems/gems | Ruby | ★ 141 | Compare ↗ |
Frequently Asked Questions
What does jgrep do? +
grep, but the pattern is a description. Filters lines by meaning with TypeSafe's Jev decision model: ~200 ms and a thousandth of a cent per line.
Is jgrep actively maintained in 2026? +
Yes, jgrep is actively maintained. The latest code push was recorded on Oct 17, 2026 (26 days ago). It holds a calculated Maintenance Health Score of 88/100 (A rating) with 141 stars and 3 open issues.
What language is jgrep written in? +
The primary language is Python. Topics include: cli, grep, jev, openrouter, semantic-search.
How many stars does jgrep have? +
jgrep has 141 stars and 5 forks on GitHub.
How does jgrep rank among GitHub repositories? +
With 141 stars, keltokhy/jgrep is ranked #22,678 globally across all repositories tracked on GitHubRepo and #3,023 among Python projects.
What license is jgrep distributed under? +
The repository reports a MIT license. Always verify the repository LICENSE file for legal terms.
