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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 (575)
Ophelicia/password_manager Python devtools -177 TO 250 FLOOR

High-performance Python developer tooling and engineering library for password manager.

73 | 6 (8.2%) | 3
ShellyDeng08/youtube-connector-mcp Python mcp-server -178 TO 250 FLOOR

MCP server for YouTube — search videos, channels, playlists, and transcripts. Works with Claude, Cursor, Windsurf, and any MCP client.

72 | 6 (8.3%) | 72
handsomekai924/boss-automatic-delivery Python devtools -178 TO 250 FLOOR

High-performance Python developer tooling and engineering library for boss automatic delivery.

72 | 6 (8.3%) | 72
RyanChen178/ProactiveMind Python devtools -178 TO 250 FLOOR

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

72 | 6 (8.3%) | 3
dazi2011/VeilNode Python devtools -179 TO 250 FLOOR

VeilNode — encrypted files disguised as ordinary data.

71 | 6 (8.5%) | 3
AoKoo233/AV-Master Python devtools -179 TO 250 FLOOR

[TCSVT'26] Official Implementation for AV-Master: Dual-Path Comprehensive Perception Makes Better Audio-Visual Question Answering

71 | 6 (8.5%) | 71

Deploying the Improved YOLOv8 using Huawei Ascend Development Board

71 | 6 (8.5%) | 3
shouzhuoshouzhuo/FloatTrip Python ai-agent -179 TO 250 FLOOR

A travel planning Agent powered by LangGraph, Amap POI, route clustering and LLM-based itinerary generation.

71 | 16 (22.5%) | 3
Mamba413/AdaDetectGPT Python ai-agent -180 TO 250 FLOOR

[NeurIPS 2025] AdaDetectGPT: Adaptive Detection of LLM-Generated Text with Statistical Guarantees

70 | 6 (8.6%) | 3
shanananana/deepticket Python mcp-server -181 TO 250 FLOOR

Self-hosted SRE orchestration layer for engineering teams unifying MCP, logs, config, and ITSM on-call workflows.

69 | 6 (8.7%) | 3
rrred0324/senior-analyst Python mcp-server -182 TO 250 FLOOR

Senior Analyst Skill 28 10 MCP / / API Key Council AI 7 + AI L1 <5 → L2 → L3

68 | 13 (19.1%) | 68
ByteTitan-star/GameForge-Copilot Python ai-agent -182 TO 250 FLOOR

🎮 AI-powered game studio in your browser. Turn ideas into playable browser games via multi-round dialogue from single-file HTML to Vite/React and Phaser projects. Describe, iterate, playtest, and publish zero coding required. AI HTML Vite/React Phaser

68 | 6 (8.8%) | 68
2430816465/campus-knowledge-agent Python ai-agent -183 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for campus knowledge agent workflows.

67 | 6 (9.0%) | 67
ardiannurcahya/open-graph-memory Python ai-agent -184 TO 250 FLOOR

OpenGraphMemory : Self-hosted knowledge graph extraction, temporal graph storage, and agent memory platform.

66 | 7 (10.6%) | 66
jaychouya/MemoryAgent Python ai-agent -184 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for MemoryAgent workflows.

66 | 6 (9.1%) | 66
REI-330/wx-qq-group-reporter Python devtools -184 TO 250 FLOOR

High-performance Python developer tooling and engineering library for wx qq group reporter.

66 | 6 (9.1%) | 66
Sweewangyu/s-mllm Python devtools -184 TO 250 FLOOR

High-performance Python developer tooling and engineering library for s mllm.

66 | 6 (9.1%) | 7
0xNickdev/neurolobster Python devtools -185 TO 250 FLOOR

NeuroLobster is an open-source project focused on the embodied simulation of a real biological neural circuit — the stomatogastric ganglion (STG) of the lobster. The goal is simple: instead of approximating behavior, we reconstruct experimentally validated neural dynamics and place them inside a physical environment to observe how behavior emerges

65 | 6 (9.2%) | 65
Anorlx/Agentic_RAG Python devtools -185 TO 250 FLOOR

Agentic Retrieval-Augmented Generation pipeline with multi-hop query routing and semantic reranking.

65 | 7 (10.8%) | 3
anknpolley123/BTCDump Python devtools -187 TO 250 FLOOR

BTC Dump is a professional Bitcoin price prediction tool that uses ensemble machine learning (XGBoost, Random Forest, Gradient Boosting) with technical indicators to generate trading signals. It fetches real-time data from Biance, supports multiple timeframes, and includes live auto-prediction mode with customizable refresh intervals.

63 | 6 (9.5%) | 63
immortal71/openoncology Python devtools -188 TO 250 FLOOR

Open-source precision oncology platform that ranks FDA-approved and repurposing drug candidates from a patient's variant profile using OncoKB, AlphaMissense, OpenTargets and ChEMBL evidence. Blinded 50-case oncologist holdout: Hit@3 0.900, zero false positives.

62 | 17 (27.4%) | 14
A8Z0RB-CN/Markdo Python devtools -188 TO 250 FLOOR

Markdo developer tool

62 | 5 (8.1%) | 62

**My Automatic Mouse Clicker, Scroller, Keyboard Clicker** is an opensource _personal macro automation tool_ you run on your Windows device. It allows you to record complex sequences of mouse clicks, scroll events, and keyboard inputs, and replay them flawlessly whenever you need.

61 | 8 (13.1%) | 16
zjncs/Uniq-Cluster_Memory Python devtools -189 TO 250 FLOOR

High-performance Python developer tooling and engineering library for Uniq Cluster Memory.

61 | 5 (8.2%) | 61
xiaotonng/lc2mcp Python mcp-server -190 TO 250 FLOOR

Convert LangChain tools to FastMCP tools

60 | 16 (26.7%) | 12
shulin16/v-rubrics Python devtools -190 TO 250 FLOOR

[EMNLP 2026] Official implementation of V-Rubrics: Visual Faithfulness via Rubric-Based Reinforcement Learning.

60 | 5 (8.3%) | 60
denven/mediascribe Python cli -190 TO 250 FLOOR

CLI for audio, video, and text transcription with ASR providers and LLM-powered summarization via local or cloud backends.

60 | 5 (8.3%) | 60
co-minder/SocietyBench-codebase Python devtools -191 TO 250 FLOOR

A benchmark for evaluating LLMs on probabilistic social-event forecasting.

59 | 8 (13.6%) | 5
beianchuqing111/agentic-kb Python ai-agent -191 TO 250 FLOOR

Hybrid retrieval knowledge-base agent combining bge-m3 dense/sparse vectors, server-side RRF, cross-encoder reranking, and GraphRAG.

59 | 5 (8.5%) | 3
DefuzeX-AI/KUMA-DefuzeX Python ai-agent -193 TO 250 FLOOR

Python SDK for DefuzeX agent behavior testing.

57 | 9 (15.8%) | 3
Nuyoahwjl/MediCheck Python devtools -193 TO 250 FLOOR

Recommend health check packages based on user information.

57 | 5 (8.8%) | 3
mwamw/easyagent Python devtools -194 TO 250 FLOOR

easyagent developer tool

56 | 5 (8.9%) | 10
FireStar0507/FireScreen Python devtools -195 TO 250 FLOOR

python (numpy opencv mss tkiner)

55 | 5 (9.1%) | 4
SonghanWu/yolov8n-SPTS Python devtools -196 TO 250 FLOOR

yolov8n-SPTS developer tool

54 | 5 (9.3%) | 3
zhattention/ticktick-ai Python devtools -197 TO 250 FLOOR

🎯 AI-powered voice assistant for TickTick, enabling natural language task management through speech. Built with OpenAI's speech recognition and TickTick's API integration, this assistant helps you manage your todos hands-free - create tasks, set reminders, and organize your schedule using just your voice.

53 | 5 (9.4%) | 3
tritant/ComfyUI_NVIDIA_RTX_VSR_Long_Video Python devtools -197 TO 250 FLOOR

NVIDIA RTX Video Super Resolution for ComfyUI, optimized for long videos with disk-backed processing and low RAM usage. Supports AI upscaling, denoising, deblurring, H.264/HEVC NVENC encoding, audio preservation, and an integrated video preview.

53 | 9 (17.0%) | 53
YunyiFlux/ScrapeClaw Python devtools -197 TO 250 FLOOR

ScrapeClaw developer tool

53 | 5 (9.4%) | 53
ww20hust/NeurPIR Python devtools -197 TO 250 FLOOR

Official Repo of "Neuron Platonic Intrinsic Representation From Dynamics Using Contrastive learning" Resources

53 | 5 (9.4%) | 3
hegeo/Lobster-Research Python devtools -197 TO 250 FLOOR

AI-Powered Financial Research Report Generator AI

53 | 5 (9.4%) | 53
OktoLabsAI/okto-pulse Python mcp-server -199 TO 250 FLOOR

Local-first, spec-driven SDLC workbench with governance gates, knowledge graphs, and MCP for AI coding agents.

51 | 5 (9.8%) | 51
ChiaoAnChang/civic_pay Python devtools -199 TO 250 FLOOR

financial-data-governance methodology

51 | 13 (25.5%) | 10
wandb/rai-toolkit Python devtools -200 TO 250 FLOOR

rai-toolkit developer tool

50 | 42 (84.0%) | 2
SiyeW/riichi-mahjong-studio Python devtools -200 TO 250 FLOOR

A Riichi Mahjong desktop application that supports external engines for game record review and practice /

50 | 4 (8.0%) | 2
BAOXI11/thesis-flowchart Python devtools -201 TO 250 FLOOR

Create thesis-ready editable SVG, PNG, and PDF flowcharts from structured JSON. Supports Chinese and English.

49 | 4 (8.2%) | 49
QianQianLuLu1/FlashGaze Python cli -201 TO 250 FLOOR

Command-line developer interface and terminal tooling for FlashGaze.

49 | 4 (8.2%) | 2
Orange2019220/ReluPruner Python devtools -201 TO 250 FLOOR

ReluPruner developer tool

49 | 4 (8.2%) | 49
WangYuLin-SEU/WAPR Python devtools -201 TO 250 FLOOR

Weakly-supervised visual localization and camera pose regression pipeline.

49 | 5 (10.2%) | 2
hpdps-group/ElasticMM Python devtools -203 TO 250 FLOOR

ElasticMM: Elastic and Efficient MLLM Serving System

47 | 4 (8.5%) | 2
YanjunTong/VisionGuard Python devtools -203 TO 250 FLOOR

A project which can detect anomaly events autonomously.

47 | 4 (8.5%) | 7
Mrxing233/windows-proxy-route-manager Python infra -203 TO 250 FLOOR

Windows proxy diagnostics and private network route bypass tools for development environments.

47 | 4 (8.5%) | 47
yhyxzl/-mcd-chill Python mcp-server -203 TO 250 FLOOR

Model Context Protocol (MCP) server providing mcd chill integration for AI coding assistants and LLM agents.

47 | 4 (8.5%) | 47
Kelu0427/fubon-tradeapi-ai-skill Python devtools -203 TO 250 FLOOR

fubon-tradeapi-ai-skill developer tool

47 | 4 (8.5%) | 47
yzhou86/Data-Pilot Python ai-agent -203 TO 250 FLOOR

A data analytics AI Agent - use LLM to drive machine learning algorithms on dataset

47 | 4 (8.5%) | 2
nonu1l/unAirplay Python devtools -204 TO 250 FLOOR

Stream DLNA/UPnP audio to AirPlay & local devices. DLNA/UPnP AirPlay -> Homepod

46 | 4 (8.7%) | 46
lunashia/o-m_beatmap_trainer Python devtools -204 TO 250 FLOOR

Training pipeline for an osu!mania 7k next-event model, designed as the upstream predictor for audio-driven 7k map generation systems.

46 | 4 (8.7%) | 13
Asuka008/SynthexCode Python ai-agent -205 TO 250 FLOOR

A CLI-based coding agent similar to Claude Code.

45 | 4 (8.9%) | 45
XiaoFeiCode/AgentResearchPlatform Python ai-agent -205 TO 250 FLOOR

FastAPI Vue3 LangGraph Agent Harness

45 | 4 (8.9%) | 45
niqibiao/unity-cli-skill Python ai-agent -206 TO 250 FLOOR

0 config AI agent skill for Unity — AI-driven unity control, automate workflow. For UnityEditor/UnityPlayer

44 | 4 (9.1%) | 2
rickymao-apple/bilibili- Python devtools -208 TO 250 FLOOR

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

42 | 4 (9.5%) | 15
youssefkachmar/netstage Python devtools -208 TO 250 FLOOR

netstage developer tool

42 | 4 (9.5%) | 2
Page 7 of 10 (575 indexed repositories)
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