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)
jztan/pdf-mcp Python mcp-server -96 TO 250 FLOOR

MCP server that lets Claude Code and other AI agents read and search large PDFs, one file or a whole folder: agentic RAG with hybrid semantic + keyword search, selective page reads, tables, images, OCR, chart data, and multi-column/CJK layouts.

154 14 (9.1%) 8
sunyuzheng/lizheng-open-context Python devtools -100 TO 250 FLOOR

Source-grounded public context corpus and structured knowledge indexing pipeline for LLM retrieval.

150 38 (25.3%) 8
OpenGVLab/Hulk Python devtools -102 TO 250 FLOOR

An official implementation of "Hulk: A Universal Knowledge Translator for Human-Centric Tasks"

148 12 (8.1%) 148
ZIZKA-AI-SL/ZizkaDB Python mcp-server -107 TO 250 FLOOR

Audit trail database for AI agents. Tamper-evident, checksum-backed decision logs with session replay and time-travel debugging to support EU AI Act Article 12 record-keeping. Drift detection, MCP, Python & TypeScript SDKs. Self-host or cloud.

143 40 (28.0%) 7
mbakgun/dspy-examples Python devtools -108 TO 250 FLOOR

This codebase demonstrates various DSPy functionalities through practical examples.

142 12 (8.5%) 142
manavmishra/ZeroSlop Python ai-agent -110 TO 250 FLOOR

Open-source Agent Skill that finds and removes AI slop from your writing

140 12 (8.6%) 7
jorge-martinez-gil/similarity-ensemble Python devtools -119 TO 250 FLOOR

A comprehensive review of stacking methods for semantic similarity measurement

131 11 (8.4%) 131
lync-cyber/CataForge Python devtools -122 TO 250 FLOOR

CataForge developer tool

128 11 (8.6%) 128
Haustle-v/Marina Python devtools -128 TO 250 FLOOR

Marina to OceanBase is Geneva to LanceDB. It supports scalable feature engineering using Python UDFs.

122 15 (12.3%) 122
adexbn/walk-kcal Python devtools -135 TO 250 FLOOR

High-performance Python developer tooling and engineering library for walk kcal.

115 10 (8.7%) 115
heyongjun666/AICU-Graph Python ai-agent -144 TO 250 FLOOR

Autonomous Python AI agent and orchestration framework for AICU Graph workflows.

106 9 (8.5%) 106
jhli07/XssFleet Python devtools -149 TO 250 FLOOR

XssFleet is a professional XSS (Cross-Site Scripting) vulnerability automated penetration testing tool.

101 9 (8.9%) 101
Plab-Lead/CLSR_MDia Python ai-agent -152 TO 250 FLOOR

[ICML 2026] Let LLMs invent and evolve languages for efficient reasoning.

98 8 (8.2%) 98
sunshy-1/SpecTTS-Bench Python ai-agent -154 TO 250 FLOOR

[ICLR'26] Scaling Up, Speeding Up: A Benchmark of Speculative Decoding for Efficient LLM Test-Time Scaling

96 8 (8.3%) 96
NetMindAI-Open/NarraNexus Python ai-agent -158 TO 250 FLOOR

A framework for building nexuses of agents -- where intelligence emerges from interaction, not isolation.

92 17 (18.5%) 92
Kyros-494/kyros-ai Python ai-agent -171 TO 250 FLOOR

Kyros — The Memory OS for AI Agents Give your AI agents secure, self-correcting, persistent memory in 3 lines of code. Three memory types (episodic, semantic, procedural) with built-in forgetting curves, cryptographic integrity, and automatic contradiction resolution. Model-agnostic REST API with Python and TypeScript SDKs.

79 7 (8.9%) 79
creatorofsomethingthatisgood/Open-Mythos-2 Python web -174 TO 250 FLOOR

This is an attempt to make original open mythos better with chat ui.

76 12 (15.8%) 76
YinqiBai962/D-ARL Python devtools -182 TO 250 FLOOR

High-performance Python developer tooling and engineering library for D ARL.

68 6 (8.8%) 68
Burns1028/akka Python ai-agent -184 TO 250 FLOOR

🍊 Akka - Self-learning, 24/7 Creator AI Agent

66 6 (9.1%) 66
ArafatAhmedMubinOfficial/2M-Code Python cli -192 TO 250 FLOOR

2M Code (Multi-Mind) — A terminal-native AI coding platform where teams of specialized, multi-provider LLM agents (Anthropic, Google, OpenAI, Mistral) collaborate to plan, implement, and review code together via a shared SQLite event bus.

58 5 (8.6%) 58
ABC12345anouys/EvoBot Python ai-agent -218 TO 250 FLOOR

Autonomous evolutionary multi-agent workflow engine with self-improving task execution loops.

32 3 (9.4%) 2
zz-haooo/STEER Python devtools -223 TO 250 FLOOR

The implementation of ACL 2026 paper "Rethinking entropy interventions in rlvr: An entropy change perspective"

27 3 (11.1%) 27
redtidev1918/daviewer Python devtools -223 TO 250 FLOOR

Interactive scientific data viewer and multidimensional tensor inspection toolkit.

27 3 (11.1%) 2
MM-MVR/STAR Python devtools -224 TO 250 FLOOR

STAR: STacked AutoRegressive Scheme for Unified Multimodal Learning

26 3 (11.5%) 26
lstkhN/AI-Experimentation-System Python devtools -230 TO 250 FLOOR

High-performance Python developer tooling and engineering library for AI Experimentation System.

20 2 (10.0%) 1
Chenhao-Guan/deepseek-mhc Python ai-agent -233 TO 250 FLOOR

deepseek-mhc developer tool

17 2 (11.8%) 17
AlberTgarY/CrimeLinkageSiamese Python devtools -235 TO 250 FLOOR

Official implementation of the AAAI 2026 paper “Enhancing Binary-Encoded Crime Linkage Analysis Using Siamese Networks”.

15 2 (13.3%) 11
ulairii/cosmospaper Python devtools -235 TO 250 FLOOR

An AI-assistant scraping and analysis platform for literature review

15 2 (13.3%) 10
Page 10 of 10 (568 indexed repositories)
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