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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)
openclaw-easy/ViralMint Python devtools -81 TO 250 FLOOR

Open-source video pipeline (clipper, script-to-video & more) — scout trends, clip long videos, generate captioned shorts, design motion graphics. Local-first, BYOK. AGPL-3.0.

169 | 36 (21.3%) | 8
xr997/LAMB Python devtools -81 TO 250 FLOOR

LAMB developer tool

169 | 14 (8.3%) | 169
zzhahn/a_stock_level2_data Python ai-agent -83 TO 250 FLOOR

Low-latency Level-2 market data feed and tick-by-tick orderbook streaming interface for quantitative trading agents.

167 | 45 (26.9%) | 8
swapnildahiphale/OpenSRE Python cli -86 TO 250 FLOOR

OpenSRE — the memory-first AI SRE. Self-hosted incident investigation with episodic memory, knowledge graph, web console, Slack & Teams. opensre.in

164 | 47 (28.7%) | 8
NextWeb4/official-document-ai-assistant Python devtools -86 TO 250 FLOOR

Local official-document review, formatting repair, and compliant export desktop assistant.

164 | 14 (8.5%) | 164
zjunlp/SciAtlas Python devtools -88 TO 250 FLOOR

A Large-Scale Knowledge Graph for Automated Scientific Research

162 | 15 (9.3%) | 8
GuyMannDude/mnemo-cortex Python mcp-server -93 TO 250 FLOOR

Open-source cognitive coprocessor with active memory for AI agents — persistent recall, semantic search, overnight dreaming, verified facts, encrypted USB sync. MCP server; works with Claude, ChatGPT, and any local LLM. Built by one maker and his agents.

157 | 38 (24.2%) | 8
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
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