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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)
loveisbl1nd/linksift Python infra -127 TO 250 FLOOR

Local-first, self-hosted media downloader powered by yt-dlp, Flask, Docker, and ffmpeg.

123 | 81 (65.9%) | 5
ekcbw/pymodhook Python devtools -127 TO 250 FLOOR

A library for recording arbitrary calls to Python modules, primarily intended for Python reverse engineering and analysis.

123 | 17 (13.8%) | 5
ilovemyschool2024/google-Translation-plug-in Python devtools -127 TO 250 FLOOR

google-Translation-plug-in developer tool

123 | 10 (8.1%) | 5
Cassette-Editor/oh-my-cassette Python mcp-server -129 TO 250 FLOOR

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

121 | 10 (8.3%) | 5
Cross2pro/DeepSeek-OCR-Dashboard Python ai-agent -129 TO 250 FLOOR

An out-of-the-box local Web UI for DeepSeek-OCR. Built with FastAPI + Vue.js, it supports PDF/Image uploads, progress tracking, and result visualization with bounding boxes. Easily experience the power of a top-tier OCR model.

121 | 10 (8.3%) | 121
iZiTTMarvin/MemCoach Python devtools -131 TO 250 FLOOR

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

119 | 13 (10.9%) | 119
ziyuwowo/safegate Python ai-agent -132 TO 250 FLOOR

Lightweight runtime safety guard for multimodal LLM I/O

118 | 10 (8.5%) | 6
crane-in-clear-sky/WorkWit-AI-Agent Python mcp-server -133 TO 250 FLOOR

WorkWit: a self-hosted, open-source (MIT) enterprise AI Agent platform for office automation — built-in contract review & resume screening, 40+ skills, MCP connectors, multi-tenant RBAC. Deploy with one Docker Compose.

117 | 10 (8.5%) | 5
yrui-cmd/Cell Python devtools -135 TO 250 FLOOR

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

115 | 10 (8.7%) | 115
sljqcm/feijilianxi Python devtools -136 TO 250 FLOOR

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

114 | 10 (8.8%) | 114
Asifdotexe/DORA Python ai-agent -139 TO 250 FLOOR

DORA (Data Oriented Report Automator) automates Exploratory Data Analysis (EDA) to help you effortlessly explore datasets. Generate insightful statistics, visualizations, and reports with just a click! Streamline your data exploration workflow and uncover trends, patterns, and relationships in your data with ease.

111 | 9 (8.1%) | 5
Retinal-Research/NN-MOBILENET Python devtools -140 TO 250 FLOOR

Code for the paper "nnMobileNet: Rethinking CNN for Retinopathy Research"

110 | 9 (8.2%) | 6
mibgb65-cloud/OmniGate_website Python infra -140 TO 250 FLOOR

`OmniGate` `Vue 3 + Vite` `Spring Boot 4` Python JWT/Redis

110 | 9 (8.2%) | 16
ATH-MaaS/CHATS Python devtools -141 TO 250 FLOOR

CHATS: Combining Human-Aligned Optimization and Test-Time Sampling for Text-to-Image Generation (ICML2025)

109 | 9 (8.3%) | 109
X1lyS/DeepX Python devtools -144 TO 250 FLOOR

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

106 | 9 (8.5%) | 5
fanchao98/DeepMill Python devtools -145 TO 250 FLOOR

Paper "DeepMill: Neural Accessibility Learning for Subtractive Manufacturing". ACM SIGGRAPH 2025 (Conference track).

105 | 9 (8.6%) | 5
shinonome123/openqqwaifu Python cli -146 TO 250 FLOOR

openqqwaifu QQ Waifu Web Console OpenClaw skill runtime NapCat / OneBot QQ

104 | 9 (8.7%) | 15
jianzhichun/emerge Python devtools -146 TO 250 FLOOR

emerge developer tool

104 | 13 (12.5%) | 9
flyingmarkk/OWM_CL Python devtools -146 TO 250 FLOOR

Seventh Place in the The 2nd International Algorithm and Computing Power Competition 2023, hosted by Pengcheng Laboratory - Continual Learning Track.

104 | 9 (8.7%) | 5
htobty/ReadyLLM Python ai-agent -147 TO 250 FLOOR

Deploy, monitor, and tune LLM through a visual interface — plus image / video generation on top of ComfyUI.

103 | 10 (9.7%) | 103
fia721/hoh Python devtools -147 TO 250 FLOOR

hoh developer tool

103 | 9 (8.7%) | 103
RockeyRoc/DeepProf Python ai-agent -148 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for DeepProf workflows.

102 | 9 (8.8%) | 102
redwavetop/knowledge-agent Python ai-agent -148 TO 250 FLOOR

knowledge-agent developer tool

102 | 9 (8.8%) | 102
Tyranitar-design/Intelligent-Data-analysis-platform Python mcp-server -149 TO 250 FLOOR

WebInsight - , ( / / / /MCP )

101 | 9 (8.9%) | 101
linghuashenli65-bit/MockMate Python ai-agent -150 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for MockMate workflows.

100 | 8 (8.0%) | 100
tswawa/xianyu-saas Python devtools -151 TO 250 FLOOR

High-performance Python developer tooling and engineering library for xianyu saas.

99 | 27 (27.3%) | 99
janetom645-coder/mcd-buddy Python mcp-server -153 TO 250 FLOOR

McQuartet Skill / / / MCP 187

97 | 8 (8.2%) | 97
danielcy/coze-mcp-for-openclaw Python mcp-server -154 TO 250 FLOOR

Coze MCP and Skill Management for OpenClaw

96 | 8 (8.3%) | 96
yuanx749/config-argument-parser Python cli -154 TO 250 FLOOR

A package to help automatically create command-line interface from configuration or code.

96 | 8 (8.3%) | 96
renyumm/sq-bi Python ai-agent -155 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for sq bi workflows.

95 | 9 (9.5%) | 7
TencentBAC/RoT Python ai-agent -155 TO 250 FLOOR

[ACL 2026] Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning

95 | 8 (8.4%) | 95
Startr4ck/impacket-rbcd Python devtools -155 TO 250 FLOOR

The original version of impact-ntlmrelayx only supported requests from machine accounts when playing through RBCD. Now I have made some small changes to enable it to support requests from user accounts.

95 | 8 (8.4%) | 4
QuanjianSong/T2I-Metrics Python infra -157 TO 250 FLOOR

Inference pipeline for some Text-to-Image metrics.

93 | 8 (8.6%) | 4
shanyuduo/ChipPeek Python infra -158 TO 250 FLOOR

Lightweight Windows hardware monitor floating widget. CPU/GPU frequency, temperature, VRAM, memory monitoring with always-on-top display.

92 | 8 (8.7%) | 92
KAIST-VICLab/MoBGS Python devtools -158 TO 250 FLOOR

[AAAI'26] MoBGS: Motion Deblurring Dynamic 3D Gaussian Splatting for Blurry Monocular Video

92 | 8 (8.7%) | 92
YZhu0225/must-bench Python devtools -158 TO 250 FLOOR

must-bench developer tool

92 | 8 (8.7%) | 8
InternScience/SciReason Python devtools -158 TO 250 FLOOR

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

92 | 8 (8.7%) | 92
WangYuLin-SEU/KASAL Python devtools -160 TO 250 FLOOR

Keypoint-aware active learning framework for 3D vision and spatial perception.

90 | 8 (8.9%) | 4
DengShicong/Automation-with-ALE-Omniswitch Python devtools -161 TO 250 FLOOR

Automation with Alcatel-Lucent Enterprise Omniswitch

89 | 8 (9.0%) | 4
Aryan-Pardeshi/CiteProof-AI Python mcp-server -162 TO 250 FLOOR

Open-source research assistant and MCP audit toolkit for systematic reviews: cited research reports, PRISMA tracking, evidence and claim checks, and reproducible exports with human oversight.

88 | 8 (9.1%) | 88
wei63w/pm-manager Python ai-agent -162 TO 250 FLOOR

Know what to fix next — local .pm governance skill pack for AI coding agents (Spec Kit–inspired).

88 | 8 (9.1%) | 88
GroundedCore/nexusdesk Python ai-agent -162 TO 250 FLOOR

Open-source, self-hosted AI customer service platform built around ReAct agents. Agents retrieve knowledge, call tools, and prepare actions; humans confirm high-impact writes such as ticket creation. Apache-2.0, Postgres-only.

88 | 8 (9.1%) | 88
luckkyzhou/ComfyUI-API-Integration Python ai-agent -163 TO 250 FLOOR

ComfyUI API Integration, ComfyUI Automated Workflow, ComfyUI API , ComfyUI

87 | 7 (8.0%) | 4
Wangyuaneee/QwenUI_MyGUIAgent Python ai-agent -164 TO 250 FLOOR

Qwen3VL GUI Agent ADB Android

86 | 7 (8.1%) | 18
ArrebolBlack/franka-control Python devtools -164 TO 250 FLOOR

No-ROS Python stack for Franka Research 3 control, teleoperation, trajectory planning, IK, RealSense, and LeRobot data collection.

86 | 12 (14.0%) | 4

Stock Price Prediction Based on Internet Public Opinion Analysis

85 | 7 (8.2%) | 4
Mystic-del12/Duplicate-Imager Python cli -166 TO 250 FLOOR

This project provides a Python CLI utility for detecting duplicate or visually similar images via perceptual hashing. It supports multithreaded processing, configurable similarity thresholds, interactive image review, progress visualization, and structured handling of duplicates through move, copy, or reporting workflows.

84 | 7 (8.3%) | 4
Dimweaker/jev-libero Python devtools -167 TO 250 FLOOR

Fine-grained robot control with Jev, physics previews, and configurable LIBERO tasks.

83 | 7 (8.4%) | 83
xmlans/asmr-enhancer Python devtools -168 TO 250 FLOOR

Enhance the ASMR effect by reducing noise and handling sound details.

82 | 7 (8.5%) | 4
zengzifan1/multi-agent-moderation Python ai-agent -169 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for multi agent moderation workflows.

81 | 7 (8.6%) | 7
KingBridgeSS/sakugacut Python ai-agent -169 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for sakugacut workflows.

81 | 7 (8.6%) | 81
iSEngLab/Psearch Python ai-agent -169 TO 250 FLOOR

[ASE 2026] PSearch: Search-based Patch Generation in the Era of LLM-based Automated Program Repair

81 | 7 (8.6%) | 4
zeloras/through-metal-link Python devtools -171 TO 250 FLOOR

Open platform for ultrasonic power and data transfer through solid metal walls — through steel without a single hole

79 | 7 (8.9%) | 4
Amazinghorseli/RedNote-Insight Python devtools -171 TO 250 FLOOR

High-performance Python developer tooling and engineering library for RedNote Insight.

79 | 7 (8.9%) | 79
t3knobox/klik-anim-skill-creation Python ai-agent -174 TO 250 FLOOR

Claude skills for industry-standard Remotion motion graphics: klik-anim-bible (animation craft laws, standalone) + klik-remotion-method (end-to-end video production pipeline). Install one or both — see README.

76 | 16 (21.1%) | 76
rrkistch/grok2api_register Python devtools -174 TO 250 FLOOR

High-performance Python developer tooling and engineering library for grok2api register.

76 | 7 (9.2%) | 76
r2m-ai/load-bearing-cot Python ai-agent -175 TO 250 FLOOR

Perturb-and-continue causal tests of chain-of-thought: does the written reasoning actually constrain the answer? Code, data, and probes for "From Decorative to Load-Bearing: Task Difficulty Shapes the Causal Role of Chain-of-Thought" (TMLR 2026).

75 | 11 (14.7%) | 8
aaron888hacker/-yolov8- Python devtools -175 TO 250 FLOOR

YOLOv8-Pose-GUI Real-time pose estimation & sitting posture analysis. Input: image / video / camera. Detects: normal sitting, bowed head, hunchback, left/right tilt.

75 | 6 (8.0%) | 75
Qrasa510/ClassPad Python devtools -176 TO 250 FLOOR

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

74 | 6 (8.1%) | 74
xiaoxin-tools/srun-campus-login Python devtools -176 TO 250 FLOOR

High-performance Python developer tooling and engineering library for srun campus login.

74 | 6 (8.1%) | 74
Page 6 of 10 (575 indexed repositories)
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