GitStar / GitHub Social Proof

Python Ecosystem Telemetry Index

Empirical GitHub telemetry across Python AI/ML and developer repositories: daily trending velocity floors (70-125 stars/day), fork ratios, and StarScout checks.

All ReposMCP ServersAI AgentsDevToolsInfra & SRECLI ToolsTypeScriptPythonRustGo
Indexed Open-Source Repositories (568)
zam1238/weirdhost-4--login Python devtools -214 TO 250 FLOOR

High-performance Python developer tooling and engineering library for weirdhost 4 login.

36 18 (50.0%) 36
Tangruwo/RuwoScan Python devtools -215 TO 250 FLOOR

High-performance Python developer tooling and engineering library for RuwoScan.

35 3 (8.6%) 35
epc314/oh-my-cassette Python mcp-server -215 TO 250 FLOOR

AI Pocket AI co-editor for video montage AI video editing plugin & MCP server for Claude Code, Codex, Hermes & OpenCode

35 3 (8.6%) 35
yingsf/ark Python ai-agent -215 TO 250 FLOOR

Automated Claude Code engineering workflow plugin and verification harness for Python projects.

35 4 (11.4%) 2
alfred1994/alpha-pilot Python ai-agent -216 TO 250 FLOOR

AI A Self-healing paper-trading race car driven by AI agents

34 3 (8.8%) 34
Bob-bobo/LLM-to-Agent Python ai-agent -216 TO 250 FLOOR

this is the blog of LLM and MultiModel which is study method

34 3 (8.8%) 34
zlin101/trellium Python ai-agent -217 TO 250 FLOOR

Agent native init

33 3 (9.1%) 33
buptwz/holmes-kb Python devtools -217 TO 250 FLOOR

Knowledge-driven troubleshooting assistant — structured, git-native KB with AI-powered import and intelligent conflict resolution

33 3 (9.1%) 33
yuanmingze2008/latex-beamer-generator Python devtools -217 TO 250 FLOOR

latex-beamer-generator developer tool

33 3 (9.1%) 33
pigz2538/RoadMan-Public Python devtools -217 TO 250 FLOOR

High-performance Python developer tooling and engineering library for RoadMan Public.

33 3 (9.1%) 33
Boki-Lee/MD-Master Python ai-agent -218 TO 250 FLOOR

Unified MD reference library: a 0–6 step workflow with runnable CNT ion-transport and umbrella-sampling free-energy templates.

32 3 (9.4%) 32
felixmelanson/crono-vision Python cli -218 TO 250 FLOOR

Photo logging for Cronometer's undocumented mobile API. CLI and serverless endpoint. Gemini handles detection and portion estimation.

32 3 (9.4%) 32
nidepapa/video-director Python devtools -218 TO 250 FLOOR

An automate vlog/video script generator empowered by Metaphor and OpenAI.

32 3 (9.4%) 2
alekseyevich180/Genkai_Agent Python devtools -219 TO 250 FLOOR

Genkai_Agent developer tool

31 3 (9.7%) 31
TaiLerDownloader/TaiLerDownloader Python devtools -220 TO 250 FLOOR

High-performance Python developer tooling and engineering library for TaiLerDownloader.

30 6 (20.0%) 30
W-Y999/Multimodal-calibration-model Python devtools -220 TO 250 FLOOR

Multimodal-calibration-model developer tool

30 3 (10.0%) 30
isuru012/instagram-unfollower-checker Python devtools -220 TO 250 FLOOR

instagram-unfollower-checker developer tool

30 3 (10.0%) 30
Jokong201695/FileFlux Python devtools -220 TO 250 FLOOR

High-performance Python developer tooling and engineering library for FileFlux.

30 3 (10.0%) 2
zzyss-marker/newinno Python devtools -220 TO 250 FLOOR

High-performance Python developer tooling and engineering library for newinno.

30 3 (10.0%) 2
HCID274/JianYan Python devtools -221 TO 250 FLOOR

SenseVoice Windows OpenAI API

29 3 (10.3%) 29
puppet4/tkp-platform Python ai-agent -221 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for tkp platform workflows.

29 3 (10.3%) 29
naivestud/auricle Python ai-agent -222 TO 250 FLOOR

Streaming ASR, audio captioning and speech QA over a whisper-style encoder with pluggable LLM backends

28 190 (678.6%) 2
etherea1ity/AgentLadder Python ai-agent -223 TO 250 FLOOR

Climb from LLM API to RL Agent with Klara

27 3 (11.1%) 27
tangjzh/HiVA Python ai-agent -223 TO 250 FLOOR

Official github repo for the paper HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution

27 3 (11.1%) 2
enixz/AirControl Python devtools -224 TO 250 FLOOR

🎯 AirControl - + Gesture + Voice Control System for Windows

26 3 (11.5%) 2
rentzjamie2-40/test Python devtools -224 TO 250 FLOOR

test developer tool

26 3 (11.5%) 26
DeGeneAI/DeGene Python devtools -225 TO 250 FLOOR

Next-Generation Genomic Data Storage Solution Drive by AI and Blockchain

25 2 (8.0%) 1
Novforest/astrbot_plugin_fund Python devtools -225 TO 250 FLOOR

High-performance Python developer tooling and engineering library for astrbot plugin fund.

25 2 (8.0%) 25
zsqdx/katago-transformer-tpu-nano Python devtools -225 TO 250 FLOOR

katago-transformer-tpu-nano developer tool

25 2 (8.0%) 25
xtudbxk/XKAgent Python ai-agent -226 TO 250 FLOOR

A pure-Python, skill-extensible, status-aware agent runtime prioritizing code over tools.

24 2 (8.3%) 1
ShwStone/mcp-oi-wiki Python mcp-server -226 TO 250 FLOOR

🌟 Wiki of OI / ICPC for LLMs.

24 3 (12.5%) 1
CatYaderka/BetterASF Python devtools -226 TO 250 FLOOR

Современный нативный интерфейс для ASF без браузера

24 2 (8.3%) 1
xyanyan0905-byte/my-new-digest Python devtools -226 TO 250 FLOOR

my-new-digest developer tool

24 2 (8.3%) 24
W925666/misaka_danmu-bot Python ai-agent -227 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for misaka danmu bot workflows.

23 2 (8.7%) 23
QImageLab/sub.manager Python ai-agent -229 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for sub.manager workflows.

21 2 (9.5%) 21
HYH926/smart-learn Python ai-agent -229 TO 250 FLOOR

Smart Learn - Claude Code interactive learning skill.

21 2 (9.5%) 3
JhCircle/Deepfind-GGSM Python devtools -230 TO 250 FLOOR

How Do Decoder-Only LLMs Perceive Users? Rethinking Attention Masking for User Representation Learning

20 2 (10.0%) 20
This-null/flexcam Python devtools -230 TO 250 FLOOR

flexcam developer tool

20 2 (10.0%) 20
nadirnet/nadir-core Python ai-agent -231 TO 250 FLOOR

Open-core ADAS drift scoring and a free local dashcam mount-health agent (Pulse). Shadow mode. Apache-2.0.

19 4 (21.1%) 1
jikongabc/CogDoc Python ai-agent -232 TO 250 FLOOR

Local RAG knowledge base for research papers

18 2 (11.1%) 2
livemyu/audioscope Python devtools -234 TO 250 FLOOR

Python / / / / , , NumPy/SciPy

16 202 (1262.5%) 1
thienan230427/codex-github-skill-manager Python ai-agent -234 TO 250 FLOOR

Safely discover, track, migrate, update, and audit GitHub-backed Codex Agent Skills.

16 2 (12.5%) 16
Baishnab1708/semantic_clusterer Python devtools -234 TO 250 FLOOR

A lightweight, zero-configuration Python library for unsupervised semantic text clustering and partitioning at scale.

16 2 (12.5%) 1
aphelion-engine/aphelion-editor Python devtools -235 TO 250 FLOOR

Aphelion: A node-based video editing software.

15 2 (13.3%) 1
jifengwu2k/cowlist Python devtools -235 TO 250 FLOOR

An efficient, immutable, type-safe copy-on-write (COW) list implementation for Python 2+.

15 2 (13.3%) 12
yohoten/acrpa Python devtools -235 TO 250 FLOOR

High-performance Python developer tooling and engineering library for acrpa.

15 4 (26.7%) 1
HandSandW/otter-code Python devtools -235 TO 250 FLOOR

otter-code developer tool

15 2 (13.3%) 1
Graphify-Labs/graphify Python devtools 1K+ BENCHMARK

High-performance Python developer tooling and engineering library for graphify.

102,535 8,203 (8.0%) 4,102
beenuar/AiSOC Python mcp-server 1K+ BENCHMARK

Open-source AI Security Operations Center: alert fusion, LLM-agent triage, MITRE ATT&CK investigation, and a replayable decision ledger for every agent step. Self-hostable, runs with no API keys, MIT licensed. Ships an MCP server for Claude, Cursor and Continue.

2,423 271 (11.2%) 97
ZeroPointSix/outlookEmailPlus Python devtools 1K+ BENCHMARK

Outlookmail Plus Designed Specifically for Registration Outlookmail Plus

2,030 410 (20.2%) 2,030
aipoch/medical-research-skills Python ai-agent 1K+ BENCHMARK

Hundreds of agent skills for medical research, including protocol design, data analysis, evidence insights, and academic writing.

1,974 191 (9.7%) 1,974
agentlas-ai/Agentlas-OS Python ai-agent 1K+ BENCHMARK

Agent OS: keep specialist agents in a hub, spin up a temporary orchestrator per task. Local-first, works with any model.

1,613 130 (8.1%) 65
brayonpi/hexstellar Python ai-agent 1K+ BENCHMARK

Turn any AI agent into a computational researcher. HexStellar Cortex delivers software-accelerated optimization, quantum computing, scientific computing, decision intelligence, and verifiable execution through a Python CLI and API—with certainty labels, verification receipts, examples, and a free sandbox. Start instantly: pip install hexstellar

1,458 117 (8.0%) 59
oceanbase/powercontext Python devtools 1K+ BENCHMARK

Not only memory but a full story

1,343 292 (21.7%) 1,343
chinapandaman/PyPDFForm Python cli 1K+ BENCHMARK

🔥 The Python library & CLI for PDF forms.

1,246 100 (8.0%) 1,246
XiaoLuoLYG/GOD Python ai-agent 1K+ BENCHMARK

Govern, Observe, Direct - a real-time control room for agent societies

1,230 135 (11.0%) 1,230
ZHangZHengEric/Sage Python ai-agent 1K+ BENCHMARK

An extensible framework for custom, self-evolving AI agents, with configurable agent packages, tools, skills, and multi-round recursive self-improvement (RSI).

1,212 113 (9.3%) 1,212
nexscope-ai/eCommerce-Skills Python ai-agent 1K+ BENCHMARK

E-commerce skills for AI agents — product research, marketing automation, supply chain optimization, and business analytics for online sellers across Amazon, Shopify, Etsy, TikTok Shop, and all platforms.

1,197 161 (13.5%) 1,197
atpuxiner/fastapi-scaff Python devtools 1K+ BENCHMARK

This is a fastapi scaff. (fastapi api )

1,188 96 (8.1%) 1,188
jwuthri-cloud/Tracely-ai Python ai-agent 1K+ BENCHMARK

Trace-native CI/CD for AI agents: grade production traces, cluster failures, freeze them into replayable regression tests, and block PRs that regress. Self-hostable.

1,154 146 (12.7%) 47
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