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Ranked by Attention Score: stars gained over the last 7 complete days

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Tags: MCP server

1.bbylw / rea-cn

TranslatedREA: Reverse Everything. Through one MCP service, reverse-engineer and analyze binary files, applications, and runtime behavior. See a feature you like, figure out how it works, and dig down to the binary level.

Astro No license834 total254 forks

+133 stars

from 701 · score 4.90

2.GTAI-1 / flow-mcp

Drive Google Flow from Claude, Codex or a local control panel, on Mac or Windows — using your Google AI subscription credits instead of the pay-per-use video API. No browser extension.

ai-video
claude
codex
google-flow
mcp
model-context-protocol

TypeScript No license513 total189 forks

+130 stars

from 383 · score 4.88

3.lemonadesaltbagel / sill

Native Windows Bash for AI coding agents. Run Claude Code, Codex, opencode & Gemini CLI without Git Bash, MSYS2 or WSL. Built in Rust, with MCP support.

ai-agents
bash
bash-interpreter
claude-code
codex
coding-agents
+9 more

Rust No license172 total34 forks

+101 stars

from 71 · score 4.62

4.songconmaisaix31-design / mcpet

TranslatedMCP desktop companion for AI agent status, usage tracking, and everyday tools. Anything Universe · Desktop companion and entry point to everyday tools.

ai-agent
desktop-pet
llm
mcdonalds
mcp
mcp-client
+7 more

Python No license313 total20 forks

+1 stars

from 312 · score 0.69

Order: Attention Score

Most net stars gained in the window first. The score only puts this gain on a log scale, so the order is the order of the gain.

How the ranking works

Ranked by stars gained in the window. The score is the natural log of one plus that gain, so a repository's rank is exactly its star gain's rank.

score = log1p(net stars gained in the trailing T complete UTC days)

A repository is ranked only when its Star History covers every day of the window and its latest Observation is not missing.

The longest window is 180 days. Star History from the Repository Host goes back at most 180 days before the first daily record that AwesomeRepos made for the repository. A longer window needs more of these daily records first. A repository younger than the window does not rank in it.

The filters select from the same eligible repositories. A repository matches the topics when it has any of them. Total stars is the count now. Last push and creation on the Repository Host count back from the start of today (UTC). The counts beside the languages, licenses, and topics include all ranked repositories in the window. A Tag holds the repositories that have it. See Tags.

A new repository enters the index when it gains stars faster than the published admission threshold, whatever its size. A repository stays in the index after it enters. Thus an archived repository can still rank.

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