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Trending AI open-source repositories

Fast-moving AI GitHub projects tracked by OSS Radar.

TencentCloud/TencentDB-Agent-Memory

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, s

Category
agent framework
Stars
17,525
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +7,708 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai-agent embedding llm local-first long-term-memory

diegosouzapw/OmniRoute

Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Cursor, OpenCod

Category
gateways and routing
Stars
42,554
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +6,594 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

a2a ai-agents ai-gateway anthropic claude claude-code

bojieli/ai-agent-book

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Category
agent framework
Stars
34,329
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +5,907 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, response activity.

agent agent-memory ai-agent book coding-agent context-engineering

DietrichGebert/ponytail

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Category
agent framework
Stars
98,263
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +5,311 stars in 7 days; 27 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: response activity.

agent-skills ai-agents claude claude-code claude-code-plugin cursor-rules

stablyai/orca

Orca is the ADE for working with a fleet of parallel agents. Run any coding agent with your own subscription. Available on desktop, mobile and VPS.

Category
agent framework
Stars
39,662
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +5,127 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ade agent-ide ai-agents claude-code cli codex

esengine/DeepSeek-Reasonix

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

Category
agent framework
Stars
32,903
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +4,674 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent agent-framework ai-agent ai-coding cli coding-agent

firecrawl/firecrawl

The context API to search, scrape, and interact with the web at scale. 🔥

Category
agent framework
Stars
162,913
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +4,254 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai ai-agents ai-crawler ai-scraping ai-search crawler

Panniantong/Agent-Reach

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.

Category
mcp
Stars
68,372
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +5,045 stars in 7 days; 59 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: None.

Capped lower bounds: response activity.

agent-infrastructure ai-agent ai-search automation bilibili claude-code

lyogavin/airllm

AirLLM 70B inference with single 4GB GPU

Category
fine tuning
Stars
29,913
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +5,566 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

chinese-llm chinese-nlp finetune generative-ai instruct-gpt instruction-set

NousResearch/hermes-agent

The agent that grows with you

Category
agent framework
Stars
227,094
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +3,749 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai ai-agent ai-agents anthropic chatgpt claude

Graphify-Labs/graphify

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, e

Category
mcp
Stars
104,030
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +4,388 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai-agents antigravity ast claude-code code-analysis code-search

ifixai-ai/iFixAi

Independent Auditing of AI Agents. Run by human or the agent itself, to answer the most crucial question in the AI Agent Economy. Is the agent doing what is supposed to do? With iFixAi you can have th

Category
ai security and guardrails
Stars
6,656
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2,877 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-evaluation ai ai-alignment ai-evaluation ai-governance ai-safety

usestrix/strix

Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.

Category
ai security and guardrails
Stars
49,659
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +3,500 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, response activity.

agents ai-hacking ai-penetration-testing ai-pentesting ai-security artificial-intelligence

FareedKhan-dev/kimi-k3-in-c

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

Category
model serving
Stars
3,299
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal model serving project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

avx2 c99 cpu-inference deep-learning from-scratch inference-engine

herdrdev/herdr

the runtime your coding agents live on

Category
agent framework
Stars
25,617
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2,588 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent agent-orchestration ai ai-agents claude-code cli

lidge-jun/opencodex

Universal provider proxy for OpenAI Codex & Claude Code — use any LLM (Claude, Gemini, Grok, DeepSeek, Ollama…) with Codex CLI, App, SDK, and Claude Code

Category
gateways and routing
Stars
8,391
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2,217 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-gateway ai-tools anthropic chatgpt claude claude-code

farion1231/cc-switch

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io

Category
mcp
Stars
125,464
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +2,565 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai-tools claude-code codex desktop-app grok grokbuild

nextlevelbuilder/ui-ux-pro-max-skill

An AI SKILL that provide design intelligence for building professional UI/UX multiple platforms

Category
ai coding and assistants
Stars
114,499
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +2,337 stars in 7 days; 23 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity; open issue backlog is stable or shrinking

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: None.

ai-skills antigravity claude claude-code codex command-line

MadsLorentzen/ai-job-search

The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.

Category
agent framework
Stars
30,706
Readiness
ready (100/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,760 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-agents career claude-code cover-letter cv

can1357/oh-my-pi

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

Category
mcp
Stars
22,783
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,891 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agent ai-coding-agent anthropic bun claude cli

JuliusBrussee/caveman

🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman

Category
dev tools
Stars
96,714
Readiness
ready (80/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,842 stars in 7 days; 12 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, contributor breadth, issue load. Risks: None identified. Missing inputs: None.

Capped lower bounds: response activity.

ai anthropic caveman claude claude-code llm

citrolabs/ego-lite

The fastest browser for AI agents to run browser automation, built for sharing your logged-in browser state with your AI agents, like Codex or Claude Code, without disturbing you. Zero cost, zero conf

Category
agent framework
Stars
9,238
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2,271 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skills ai-agent automation browser browser-automation claude-code

affaan-m/ECC

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

Category
mcp
Stars
238,581
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,986 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai-agents anthropic claude claude-code developer-tools llm

koala73/worldmonitor

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface

Category
mcp
Stars
79,693
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +2,315 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent ai dashboard geopolitics mcp mcp-server

tirth8205/code-review-graph

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo w

Category
mcp
Stars
29,357
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,466 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-coding claude claude-code code-review graphrag incremental

Shubhamsaboo/awesome-llm-apps

100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

Category
rag and search
Stars
131,332
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +2,015 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: release recency.

Capped lower bounds: 30-day commits, response activity.

agents llms python rag

blader/humanizer

Agent skill that removes signs of AI-generated writing from text

Category
dev tools
Stars
34,234
Readiness
needs review (69/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +1,864 stars in 7 days; 10 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking

Strongest signals: push recency, contributor breadth, issue load. Risks: no pull-request review responses in 30 days. Missing inputs: None.

agent-skills ai-writing claude-code codex cursor prompt-engineering

datawhalechina/hello-agents

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

Category
rag and search
Stars
71,570
Readiness
ready (83/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,754 stars in 7 days; 23 commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

agent llm rag tutorial

calesthio/OpenMontage

World's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and production-knowledge files. Turn your AI coding assistant into a full video produc

Category
multimodal media
Stars
45,916
Readiness
ready (86/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,554 stars in 7 days; 50 commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: release recency.

agent agentic-ai ai claude copilot cursor

hugohe3/ppt-master

AI turns documents or topics into real, native PowerPoint decks—with native shapes, transitions and animations, data-backed charts and tables on demand, audio narration from speaker notes, and support

Category
agent framework
Stars
43,792
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,603 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

Capped lower bounds: 30-day commits.

ai-agent aippt office powerpoint powerpoint-generation ppt

freestylefly/awesome-gpt-image-2

Prompt as Code | GPT-Image2 工业级提示词引擎与模板库，470+ 个案例逆向工程，20+ 套工业级模板，并提炼出Skills，持续更新中

Category
dev tools
Stars
9,870
Readiness
ready (83/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +870 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai-image-generation chatgpt gpt-image-2 image-prompts prompt-as-code

microsoft/markitdown

Python tool for converting files and office documents to Markdown.

Category
agent framework
Stars
172,223
Readiness
ready (76/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,704 stars in 7 days; 81 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals; open issue backlog is stable or shrinking

Strongest signals: push recency, contributor breadth, issue load. Risks: None identified. Missing inputs: None.

Capped lower bounds: response activity.

autogen autogen-extension langchain markdown microsoft-office openai

nexu-io/open-design

🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app. 🖼️ Your coding agent becomes the design engine: prototypes, landing pages, dashboards, slides, images & video — real files, HTM

Category
agent framework
Stars
84,405
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,509 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent-skills ai-agents ai-design byok claude-code-for-design claude-design

openai/codex-security

OpenAI's Codex Security CLI and TypeScript SDK for finding, validating, and fixing security vulnerabilities. npm: https://www.npmjs.com/package/@openai/codex-security

Category
ai security and guardrails
Stars
9,268
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,496 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-security application-security cli code-scanning codex codex-security

microsoft/generative-ai-for-beginners

21 Lessons, Get Started Building with Generative AI

Category
rag and search
Stars
116,935
Readiness
ready (99/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +3,110 stars in 7 days; 41 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity; open issue backlog is stable or shrinking

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: release recency.

Capped lower bounds: lifetime contributors.

ai azure chatgpt dall-e generative-ai generativeai

headroomlabs-ai/headroom

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

Category
mcp
Stars
65,405
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,852 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent ai anthropic claude-code compression context-engineering

huggingface/speech-to-speech

Build local voice agents with open-source models

Category
multimodal media
Stars
11,584
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,828 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai assistant language-model machine-learning python speech

uber/ADR

ADR secures enterprise AI agents through observability, security benchmarking, and threat detection. Deployed at Uber.

Category
ai security and guardrails
Stars
1,280
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,258 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-security ai-agents ai-security benchmark claude claude-code

HKUDS/Vibe-Trading

"Vibe-Trading: Your Personal Trading Agent"

Category
agent framework
Stars
30,249
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,294 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agent algorithmic-trading backtesting fintech llm mcp

Jia-Ethan/codex-keysmith

Version-independent Codex instruction deployment with dry-run, backups, hook isolation, and recovery.

Category
dev tools
Stars
3,036
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +807 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

cli codex codex-cli configuration-management developer-tools local-first

DeusData/codebase-memory-mcp

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary

Category
mcp
Stars
38,061
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,235 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

aider ast claude-code code-analysis code-intelligence codex

CherryHQ/cherry-studio

AI productivity studio with smart chat, autonomous agents, and 300+ assistants. Unified access to frontier LLMs

Category
agent framework
Stars
50,022
Readiness
ready (89/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +814 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent-skills ai-agent awesome-skills claude-code codex deepseek

microsoft/skill-recorder

Desktop app that records your on-screen work session and uses the GitHub Copilot CLI to reconstruct it as an intent + ordered steps, then builds a reusable Skill or Automation for Microsoft Scout, Mic

Category
ai coding and assistants
Stars
2,348
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal ai coding and assistants project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-skills ai-agents automation copilot copilot-cli copilot-cowork

HKUDS/DeepTutor

DeepTutor: Lifelong Personalized Tutoring. https://deeptutor.info/.

Category
rag and search
Stars
32,982
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,429 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai-agents ai-tutor clawdbot cli-tool deepresearch interactive-learning

getpaseo/paseo

Orchestrate multiple coding agents from desktop and mobile

Category
ai coding and assistants
Stars
12,660
Readiness
ready (83/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +880 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ade agents android claude-code codex copilot

harry0703/MoneyPrinterTurbo

利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

Category
multimodal media
Stars
102,101
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +1,309 stars in 7 days; 42 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity; open issue backlog is stable or shrinking

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: None.

Capped lower bounds: response activity.

ai-video-generator content-creation ffmpeg instagram-reels llm python

Significant-Gravitas/AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

Category
dev tools
Stars
186,328
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +585 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agentic-ai agents ai artificial-intelligence autonomous-agents claude

duolahypercho/codex-router

External-model router for Codex with guided Kimi OAuth/API, DeepSeek, safe migration, and rollback.

Category
gateways and routing
Stars
914
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +591 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

codex deepseek kimi litellm model-router

1jehuang/jcode

The most RAM efficient harness

Category
mcp
Stars
16,358
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,820 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai ai-agent ai-coding-agent claude cli coding-agent

rtk-ai/rtk

CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

Category
ai coding and assistants
Stars
75,203
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,034 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agentic-coding ai-coding anthropic claude-code cli command-line-tool

TauricResearch/TradingAgents

TradingAgents: Multi-Agents LLM Financial Trading Framework

Category
dev tools
Stars
96,084
Readiness
ready (73/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +932 stars in 7 days; 19 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: contributor breadth, issue load, fork interest. Risks: None identified. Missing inputs: None.

agent finance llm multiagent trading

heygen-com/hyperframes

Write HTML. Render video. Built for agents.

Category
mcp
Stars
39,960
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,001 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, response activity.

ai animation ffmpeg framework gsap html

github/spec-kit

💫 Toolkit to help you get started with Spec-Driven Development

Category
ai coding and assistants
Stars
125,785
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,005 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai copilot development engineering prd spec

semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

Category
vector dbs and data
Stars
2,352
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +903 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-memory ai ai-governance ai-infrastructure artificial-intelligence context-engineering

Fincept-Corporation/FinceptTerminal

FinceptTerminal is a modern finance application offering advanced market analytics, investment research, and economic data tools, designed for interactive exploration and data-driven decision-making i

Category
agent framework
Stars
29,980
Readiness
ready (78/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +617 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agents algorithmic-trading bloomberg-terminal cpp finance financial-markets

drumih/turbo-fieldfare

Gemma 4 26B-A4B inference in ~2 GB of RAM on any M-series MacBook

Category
local and edge ai
Stars
5,332
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +2,551 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

apple-silicon gemma gemma4 gemma4-26b-a4b gpgpu llm

D4Vinci/Scrapling

🕷️ An adaptive Web Scraping framework that handles everything from a single request to a full-scale crawl!

Category
mcp
Stars
73,007
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +1,020 stars in 7 days; 44 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: None.

ai ai-scraping automation crawler crawling crawling-python

thedotmack/claude-mem

Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Cla

Category
rag and search
Stars
90,008
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +847 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai ai-agents ai-memory anthropic artificial-intelligence chromadb

AtomicBot-ai/atomic-agent

Local First Ai Agent. Optimized for Local Ai models. Long context window. Proper tools callings. Runs privately on your device.

Category
local and edge ai
Stars
1,637
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +547 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai-agent browser-automation cli gguf hermes-agent

onetoken-oss/K3Flight

Run Kimi K3 locally on CPU with ~55GB measured runtime RAM. A single-file Linux inference server powered by cPilot Runtime.

Category
local and edge ai
Stars
669
Readiness
ready (74/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: High-signal local and edge ai project

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

cpu-inference edge-ai inference-engine kimi-k3 local-llm low-memory

bytedance/deer-flow

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of ta

Category
agent framework
Stars
79,519
Readiness
ready (95/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +1,106 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent agentic agentic-framework agentic-workflow ai ai-agents

earthtojake/text-to-cad

A library of agent skills for CAD, CAE and CAM

Category
agent framework
Stars
13,048
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +1,004 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agents ai-agents cad mechanical-engineering robotics step

Imbad0202/academic-research-skills

Academic Research Skills for Claude Code: research → write → review → revise → finalize

Category
dev tools
Stars
41,296
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +962 stars in 7 days; 84 commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: no pull-request review responses in 30 days. Missing inputs: None.

academic-pipeline academic-writing ai-research claude claude-code literature-review

microsoft/flint-chart

🪄 Flint is a visualization language that lets AI agents reliably create expressive, good-looking charts from simple, human-editable chart specs.

Category
mcp
Stars
3,496
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +956 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agents charting-library data-visualization mcp-server

rohitg00/ai-engineering-from-scratch

Learn it. Build it. Ship it for others.

Category
mcp
Stars
46,236
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +929 stars in 7 days; 36 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity; open issue backlog is stable or shrinking

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

Capped lower bounds: response activity.

agents ai ai-agents ai-engineering computer-vision course

n8n-io/n8n

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.

Category
mcp
Stars
199,742
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +885 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai apis automation cli data-flow development

asgeirtj/system_prompts_leaks

Extracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5.6-Sol, Codex. Google - Gemini 3.5 Flash, 3.1 Pro, Antigravity. xAI - Grok, Cursor,

Category
agent framework
Stars
62,526
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +870 stars in 7 days; 79 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: release recency.

ai ai-agents ai-prompts anthropic chatbot chatgpt

ComposioHQ/awesome-claude-skills

A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows

Category
mcp
Stars
72,032
Readiness
needs review (63/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +577 stars in 7 days; 28 lifetime contributors

Why it may be a gem: limited evidence; inspect maintenance signals before adopting

Strongest signals: push recency, contributor breadth, issue load. Risks: None identified. Missing inputs: release recency.

agent-skills ai-agents antigravity automation claude claude-code

browser-use/browser-use

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

Category
agent framework
Stars
108,206
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +794 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai-agents ai-tools browser-automation browser-use llm playwright

ZhuLinsen/daily_stock_analysis

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-f

Category
agent framework
Stars
60,478
Readiness
ready (97/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +782 stars in 7 days; 66 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: lifetime contributors, response activity.

a-stock ai-agent aigc llm quant quantitative-finance

kangarooking/cangjie-skill

把书、长视频、播客等高价值内容蒸馏成可执行的 Agent Skills

Category
dev tools
Stars
6,601
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +803 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent-workflows ai-skills automation book-to-skill knowledge-distillation prompt-engineering

JCodesMore/ai-website-cloner-template

Clone any website with one command using AI coding agents

Category
agent framework
Stars
31,177
Readiness
needs review (70/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +459 stars in 7 days; 7 lifetime contributors

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

ai ai-agents ai-tools automation boilerplate claude

santifer/career-ops

Open-source AI job search: scan job portals, evaluate listings with a structured A-F rubric into a 1.0-5.0 score, tailor your CV, track applications — runs locally in your AI coding CLI (Claude Code,

Category
agent framework
Stars
63,168
Readiness
ready (97/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +774 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai ai-agent anthropic ats automation beginner-friendly

decolua/9router

Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.

Category
gateways and routing
Stars
24,917
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +710 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agents ai-gateway anthropic chatgpt claude claude-code

ruvnet/ruflo

🌊 The original agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, R

Category
agent framework
Stars
67,298
Readiness
ready (91/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +619 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: maintenance is concentrated in one contributor. Missing inputs: None.

Capped lower bounds: 30-day commits, response activity.

agentic-ai agentic-framework agentic-workflow agents ai-agents ai-assistant

langgenius/dify

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without reb

Category
mcp
Stars
151,729
Readiness
ready (92/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +807 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent agentic-ai agentic-framework agentic-workflow ai automation

open-webui/open-webui

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Category
ai webui and interfaces
Stars
148,181
Readiness
ready (88/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +710 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

ai llm llm-ui llm-webui llms mcp

OpenHands/OpenHands

🙌 OpenHands: AI-Driven Development

Category
dev tools
Stars
83,405
Readiness
ready (96/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +698 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent artificial-intelligence chatgpt claude-ai cli developer-tools

cobusgreyling/loop-engineering

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit,

Category
mcp
Stars
9,957
Readiness
ready (94/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +280 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agentic-ai ai-agents ai-coding anthropic automation claude

alibaba/page-agent

JavaScript in-page GUI agent. Control web interfaces with natural language.

Category
mcp
Stars
28,502
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +186 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

agent ai ai-agents browser-automation javascript mcp

xbtlin/ai-berkshire

AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-ag

Category
mcp
Stars
15,186
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +385 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

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shareAI-lab/learn-claude-code

Bash is all you need - A nano claude code–like 「agent harness」, built from 0 to 1

Category
agent framework
Stars
73,515
Readiness
ready (85/100 heuristic points; not a probability)
Data confidence
medium
Maintainer health
healthy
Maintenance risk
8/100 · high confidence

Why: +659 stars in 7 days; 18 commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, contributor breadth, issue load. Risks: no pull-request review responses in 30 days. Missing inputs: release recency.

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StarTrail-org/PixelRAG

The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

Category
rag and search
Stars
9,345
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +691 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

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Anil-matcha/Open-Generative-AI

Unrestricted Open-source alternative to AI video platforms — Free AI image & video generation studio with 500+ models (Flux, Midjourney, Kling, Sora, Veo). No content filters. Self-hosted, MIT license

Category
multimodal media
Stars
25,808
Readiness
ready (96/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +529 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, fork interest. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

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vxcontrol/pentagi

Fully autonomous AI Agents system capable of performing complex penetration testing tasks

Category
agent framework
Stars
21,704
Readiness
ready (93/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +290 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

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BerriAI/litellm

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropi

Category
gateways and routing
Stars
55,835
Readiness
ready (90/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +643 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

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op7418/guizang-ppt-skill

AI-agent Skill for generating polished HTML slide decks: editorial magazine and Swiss layouts, image prompts, social covers, and a WebGL/low-power presentation runtime.

Category
multimodal media
Stars
23,464
Readiness
ready (82/100 heuristic points; not a probability)
Data confidence
low
Maintainer health
healthy
Maintenance risk
0/100 · low confidence

Why: +592 stars in 7 days

Why it may be a gem: healthy maintenance and project fundamentals

Strongest signals: push recency, issue load, documentation. Risks: None identified. Missing inputs: commit activity, contributor breadth, release recency, response activity, maintenance distribution.

ai-agent claude-code codex html-deck image-generation ppt

AstrBotDevs/AstrBot

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

Category
mcp
Stars
38,798
Readiness
ready (87/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +395 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: healthy maintenance and project fundamentals; consistent human and community activity

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

agent ai astrbot chatbot chatgpt discord

vllm-project/vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

Category
model serving
Stars
88,472
Readiness
ready (98/100 heuristic points; not a probability)
Data confidence
high
Maintainer health
healthy
Maintenance risk
0/100 · high confidence

Why: +669 stars in 7 days; 100+ commits in 30 days

Why it may be a gem: consistent human and community activity; healthy maintenance and project fundamentals

Strongest signals: push recency, commit activity, contributor breadth. Risks: None identified. Missing inputs: None.

Capped lower bounds: 30-day commits, lifetime contributors, response activity.

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