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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)
aohp-os/MobileClaw Python ai-agent -70 TO 250 FLOOR

Claw-style Bot in Your Mobile Device

180 | 16 (8.9%) | 8
Tsiphen/Multimodal-RAG-for-Medical-Consultation Python ai-agent -70 TO 250 FLOOR

3DMed-RAG query RAG llm VQA-MedRAG - Multimodal-RAG index

180 | 15 (8.3%) | 180
tetrionlabs/mathema Python devtools -71 TO 250 FLOOR

Claim-Driven Development: turn software intent into verifiable evidence.

179 | 15 (8.4%) | 8
dddinmx/MangaDock Python devtools -71 TO 250 FLOOR

- , MangaDock , && , Aidoku / Tachimanga / Mihon

179 | 15 (8.4%) | 8
Liam-magicbook/ra-isf Python devtools -72 TO 250 FLOOR

[ACL 2024] RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback.

178 | 15 (8.4%) | 8
armadasvc/armada Python ai-agent -75 TO 250 FLOOR

Kubernetes-native framework for bot and scraper orchestration

175 | 38 (21.7%) | 19
twanew/OmniWriter Python ai-agent -77 TO 250 FLOOR

Multi-agent AI article generation system based on LangGraph & DeepAgents, with RAG retrieval, hallucination suppression, parallel writing and context management.

173 | 14 (8.1%) | 173
wjmZZZ/LLM-zero2hero Python ai-agent -77 TO 250 FLOOR

LLM-zero2hero developer tool

173 | 18 (10.4%) | 10
WangYuLin-SEU/HCCEPose Python devtools -77 TO 250 FLOOR

Hierarchical compositional 6D object pose estimation network for robotic computer vision.

173 | 14 (8.1%) | 7
XGraph-Team/Spectral-Graph-Survey Python devtools -78 TO 250 FLOOR

High-performance Python developer tooling and engineering library for Spectral Graph Survey.

172 | 14 (8.1%) | 25
HKUSTMDI/SmartWSI-SAM Python infra -82 TO 250 FLOOR

MDI machine learning SAM model server. Segment WSI(whole slide image) , simple images.

168 | 14 (8.3%) | 7
valetzx/uptimekumaonreplit Python devtools -82 TO 250 FLOOR

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

168 | 40 (23.8%) | 7
meituan-longcat/AMO-Bench Python devtools -84 TO 250 FLOOR

This is the official repo for the paper "AMO-Bench: Large Language Models Still Struggle in High School Math Competitions".

166 | 14 (8.4%) | 166
Gxj230958/TritonAscendBench Python devtools -85 TO 250 FLOOR

A migration benchmark that measures whether production GPU Triton kernels — extracted from vLLM and SGLang inference paths — can be ported to the Huawei Ascend 910B (Atlas A2) via `triton-ascend` without losing correctness or performance.

165 | 14 (8.5%) | 165
cutemarkets/cutebacktests Python devtools -86 TO 250 FLOOR

Backtesting framework for modern option strategies

164 | 14 (8.5%) | 7
GongZhiren/State-of-Thought Python ai-agent -87 TO 250 FLOOR

[NeurIPS 2026] State of Thought Enables Endogenous Reasoning

163 | 14 (8.6%) | 163
Aionara/StylizedSuite Python devtools -88 TO 250 FLOOR

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

162 | 13 (8.0%) | 7
BetaStreetOmnis/EasyRAG Python ai-agent -90 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for EasyRAG workflows.

160 | 19 (11.9%) | 7
AIpRoBuilder/FlowX Python mcp-server -91 TO 250 FLOOR

MCP server and Python SDK that generates, runs and refines AI agent workflows from natural language (Generative Workflow, A2A, FastAPI).

159 | 13 (8.2%) | 7
toddwyl/hl-quant Python devtools -93 TO 250 FLOOR

heuristic learning quant

157 | 22 (14.0%) | 157
zghhui/OmniNFT Python devtools -93 TO 250 FLOOR

Code for "OmniNFT: Modality-wise Omni Diffusion Reinforcement for Joint Audio-Video Generation"

157 | 13 (8.3%) | 157
ydtg1993/craft_cloud Python infra -94 TO 250 FLOOR

CraftCloud turns Telegram into unlimited cloud storage

156 | 13 (8.3%) | 156
kevenlemon/telegram-ops Python ai-agent -96 TO 250 FLOOR

Telethon Telegram (WebUI) / Perfect for OSINT, TG marketing, and auto-reply agents.

154 | 14 (9.1%) | 154
in1nit1t/uniref Python devtools -96 TO 250 FLOOR

A Python coding framework for analyzing Unity applications.

154 | 13 (8.4%) | 7
Weixiang-Sun/Bora Python devtools -96 TO 250 FLOOR

Biomedical Generalist Video Generation Model

154 | 13 (8.4%) | 8
pony-maggie/code_minions Python devtools -96 TO 250 FLOOR

code_minions developer tool

154 | 13 (8.4%) | 154
jiaodai1001/Mini-Web-Vulnerability-Scanner Python web -97 TO 250 FLOOR

Web-based developer interface and interactive dashboard for Mini Web Vulnerability Scanner.

153 | 13 (8.5%) | 43
pg56714/Segment-Anything-finetune Python devtools -97 TO 250 FLOOR

Segment-Anything-finetune developer tool

153 | 13 (8.5%) | 7
kunyiwang/Colormap_MATLAB Python devtools -98 TO 250 FLOOR

Quick transfer packages from Python matplotlib to MATLAB

152 | 35 (23.0%) | 30
Koril33/bilix Python devtools -98 TO 250 FLOOR

Bilibili video download B Bilibili

152 | 13 (8.6%) | 7
koi953215/NaRCan Python devtools -99 TO 250 FLOOR

[NeurIPS 2024] NaRCan: Natural Refined Canonical Image with Integration of Diffusion Prior for Video Editing

151 | 13 (8.6%) | 7
itshyao/proxyless-llm-websearch Python ai-agent -99 TO 250 FLOOR

proxyless-llm-websearch developer tool

151 | 13 (8.6%) | 7
ssg-research/locket Python devtools -100 TO 250 FLOOR

A feature-locking technique (FLoTe) that enables robust feature-level access control for LLMs

150 | 12 (8.0%) | 150
boringstudent/CHMLFRP-UI-Launcher Python web -103 TO 250 FLOOR

Web-based developer interface and interactive dashboard for CHMLFRP UI Launcher.

147 | 12 (8.2%) | 6
efekrbas/guns.lol-username-checker Python devtools -106 TO 250 FLOOR

Find unclaimed guns.lol usernames

144 | 12 (8.3%) | 6
wanmol/goal-flow Python ai-agent -109 TO 250 FLOOR

Graph-Orchestrated Agent Loop — a production-grade framework on LangGraph. Combine workflow graphs and agent loops, transpile Dify DSL to runnable code, swap wire protocols (Dify/OpenAI).

141 | 12 (8.5%) | 6
Kookiejarz/Auto_XDP Python infra -109 TO 250 FLOOR

Lightweight eBPF/XDP stateful firewall that auto-syncs listening ports and preserves return traffic. Zero-config, maximum defense.

141 | 12 (8.5%) | 6
jialuechen/flowforge Python devtools -110 TO 250 FLOOR

Algo Library for Order Flow Inference and TCA

140 | 12 (8.6%) | 6
wr0x00/Lsploit Python devtools -110 TO 250 FLOOR

Lsploit is a comprehensive asset collection and vulnerability scanning tool. Lsploit , , , ai, exp,poc

140 | 12 (8.6%) | 6
sun-hailong/TVC Python ai-agent -110 TO 250 FLOOR

[ACL 2025] The code repository for "Mitigating Visual Forgetting via Take-along Visual Conditioning for Multi-modal Long CoT Reasoning" in PyTorch.

140 | 12 (8.6%) | 6
Jminchannel/ConvertAPK Python web -111 TO 250 FLOOR

Web-based developer interface and interactive dashboard for ConvertAPK.

139 | 12 (8.6%) | 139
DSGWJQ/Feagent Python devtools -112 TO 250 FLOOR

Feagent developer tool

138 | 12 (8.7%) | 138
Zhongye1/KnowAgenticRAG Python mcp-server -113 TO 250 FLOOR

Fastapi + React Agentic RAG MCP/Skills

137 | 12 (8.8%) | 16
openGemini/opengemini-client-python Python devtools -114 TO 250 FLOOR

CNCF openGemini Python Client Library

136 | 11 (8.1%) | 6
smileformylove/MemScreen Python devtools -114 TO 250 FLOOR

MemScreen developer tool

136 | 11 (8.1%) | 6
Liu-Hy/GenoMAS Python ai-agent -116 TO 250 FLOOR

A minimalist multi-agent framework for rubost automation of scientific analysis workflows, such as gene expression analysis.

134 | 24 (17.9%) | 12
wb-hwang/AINovelLab Python devtools -116 TO 250 FLOOR

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

134 | 11 (8.2%) | 6
nspox-project/nspox Python devtools -116 TO 250 FLOOR

nspox developer tool

134 | 11 (8.2%) | 134
WwwwwyDev/crawlipt Python devtools -117 TO 250 FLOOR

The script for selenium in python. Make automated testing easier! json selenium

133 | 11 (8.3%) | 6
jiaming-ai/GENIE-SAMTP Python devtools -118 TO 250 FLOOR

GENIE-SAMTP developer tool

132 | 11 (8.3%) | 6
research4pan/Plum Python ai-agent -120 TO 250 FLOOR

Prompt Learning using Metaheuristics

130 | 11 (8.5%) | 6
Mactarvish/ocr-sample-generator Python devtools -120 TO 250 FLOOR

High-performance Python developer tooling and engineering library for ocr sample generator.

130 | 11 (8.5%) | 6
ScopeX-ASU/SimPhony Python devtools -121 TO 250 FLOOR

Python-based Electronic-Photonic Integrated System Architecture Modeling and Evaluation Framework (DAC 2025)

129 | 15 (11.6%) | 6
zhyese/grid-qa Python ai-agent -121 TO 250 FLOOR

+RAG (Vue3+FastAPI+Milvus+DeepSeek/ / )

129 | 23 (17.8%) | 129
Hydrooxzgen/EnderBridge Python infra -122 TO 250 FLOOR

EnderBridge is a powerful and easy-to-use WebSocket server that comes with lots of built-in features and lets you load third-party mods.

128 | 13 (10.2%) | 6
fangqian616/consensus-pipeline Python ai-agent -122 TO 250 FLOOR

Multi-agent adversarial debate framework where 11 specialized AI units cross-validate claims with confidence scores.

128 | 13 (10.2%) | 7
Yebulabula/UniScene3D Python devtools -123 TO 250 FLOOR

[ECCV 2026] Offical Repository of RGB-Pointmap Pretraining for Unified 3D Scene Understanding

127 | 11 (8.7%) | 6
neflibata-feng/MyArxiv-Agent Python ai-agent -125 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for MyArxiv Agent workflows.

125 | 10 (8.0%) | 5
CDUT-AI-Club/Advance-Computer-Vision-with-Python Python devtools -126 TO 250 FLOOR

High-performance Python developer tooling and engineering library for Advance Computer Vision with Python.

124 | 11 (8.9%) | 5
codefuse-ai/EasyDeploy Python devtools -127 TO 250 FLOOR

EasyDeploy is engineered to provide users with end-to-end deployment capabilities for large-scale models.

123 | 13 (10.6%) | 8
Page 5 of 10 (575 indexed repositories)
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