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Pick up to 3 tracked repos to see how they stack up on popularity (stars), momentum (stars gained recently), and maintenance (releases and code pushes).

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This week's head-to-heads

The two fastest-rising repos in each category over the last 7 days, compared on stars gained, total stars, forks, language, age and releases.

AI agents

REA vs dsh-superagent-prototype

REA gained 24,042 stars in the last 7 days against 13,929 for dsh-superagent-prototype, about 1.7 times as many.

In total, REA has 443k stars and 109k forks; dsh-superagent-prototype has 21.1k stars and 2,517 forks.

Both are written mainly in TypeScript. REA was created 7 months ago and dsh-superagent-prototype 8 days ago.

REA's latest release is rea-agents-6.8.0 (14 days ago); dsh-superagent-prototype has no tagged release yet.

See the full comparison table

LLM tooling

unslop vs Claude-Mem

unslop gained 6,896 stars in the last 7 days against 5,530 for Claude-Mem, a close race.

In total, Claude-Mem has 115k stars and 9,960 forks; unslop has 11.7k stars and 650 forks.

unslop is written mainly in JavaScript and was created 9 days ago; Claude-Mem is mainly TypeScript, created 14 months ago.

unslop has no tagged release yet; Claude-Mem's latest release is v15.12.0 (today).

See the full comparison table

MCP

Scrapling vs agent-autoloop

Scrapling gained 7,911 stars in the last 7 days against 4,068 for agent-autoloop, about 1.9 times as many.

In total, Scrapling has 99.6k stars and 10.4k forks; agent-autoloop has 4,068 stars and 737 forks.

Scrapling is written mainly in Python and was created 2 years ago; agent-autoloop is mainly TypeScript, created 5 days ago.

Scrapling's latest release is v0.5.1 (3 days ago); agent-autoloop's latest release is v1.6.4 (today).

See the full comparison table

Coding agents

dsh-Go vs Orca

dsh-Go gained 11,070 stars in the last 7 days against 6,542 for Orca, about 1.7 times as many.

In total, Orca has 119k stars and 7,549 forks; dsh-Go has 15.7k stars and 685 forks.

dsh-Go is written mainly in Dart and was created 14 days ago; Orca is mainly TypeScript, created 8 months ago.

dsh-Go's latest release is v1.0.13 (today); Orca's latest release is v1.4.253 (yesterday).

See the full comparison table

RAG / vector

DeepTutor vs garden-skills

DeepTutor gained 3,115 stars in the last 7 days against 899 for garden-skills (partly estimated), about 3.5 times as many.

In total, DeepTutor has 56.7k stars and 6,927 forks; garden-skills has 14.7k stars and 1,697 forks.

DeepTutor is written mainly in Python and was created 10 months ago; garden-skills is mainly JavaScript, created 7 months ago.

DeepTutor's latest release is v1.7.2 (2 days ago); garden-skills' latest release is motion-showreel-v0.2.0 (today).

See the full comparison table

Local LLMs

Ollama vs OpenAmika

Ollama gained 754 stars in the last 7 days against 530 for OpenAmika, a close race.

In total, Ollama has 186k stars and 19k forks; OpenAmika has 530 stars and 73 forks.

Ollama is written mainly in Go and was created 3 years ago; OpenAmika is mainly Python, created 4 days ago.

Ollama's latest release is v0.40.15 (4 days ago); OpenAmika's latest release is v1.0.0 (4 days ago).

See the full comparison table

How to compare open-source repos

Stars
GitHub's bookmark button. A high total means many developers noticed the project at some point; it says little about whether it is still maintained.
Stars gained (24 hours, 7 days)
Momentum. OSS Radar ranks repos by these gains, so a young project gaining fast can outrank an older one with far more total stars.
Forks
Copies people made to change the code. Many forks relative to stars usually means people are building on it, not just bookmarking it.
Last code push and latest release
Maintenance signals. A recent push shows someone is still working on it; tagged releases show versions you can pin to.
Hacker News
How many HN stories linked the repo and how many points they drew: a rough measure of discussion outside GitHub.

Stars, forks, pushes and releases come from the public GitHub API and are refreshed hourly; Hacker News figures come from HN's public search API. Sponsors never affect rankings or comparisons.