Open Source Ecosystem

8 open source tools · 110 MCP endpoints · Complete AI data infrastructure

— All All 01 Observe Intelligence Scanning → 02 Analyze Reverse Analysis → 03 Produce Data Production → 04 Verify Quality Verification → 05 Audit Model Auditing → 06 Orchestrate Orchestration → 07 Deliberate Deliberation

01 Observe Intelligence Scanning

Intelligence

AI Dataset Radar

AI Data Radar

Multi-source competitive intelligence fusion engine — automatically scans...

★ 2 Python 19 MCP

02 Analyze Reverse Analysis

Analysis

DataRecipe

Data Recipe

AI dataset reverse engineering framework — a 6-stage deep analysis pipeline...

★ 0 Python 12 MCP

03 Produce Data Production

Production

DataSynth

Data Synthesis

Multi-strategy LLM data synthesis engine — seed evolution, template...

Lightweight collaborative labeling framework — supports IAA metrics...

★ 0 Python 12 MCP

04 Verify Quality Verification

Quality Assurance

DataCheck

Data Check

Multi-dimensional data quality verification framework — covering...

★ 0 Python 11 MCP

05 Audit Model Auditing

Auditing

ModelAudit

Model Audit

Statistical forensics-based multi-method distillation detection framework —...

★ 0 Python 8 MCP

06 Orchestrate Orchestration

Gym

Knowlyr Gym

RL Training Framework

Gymnasium-style RL training framework — MDP formalization for modeling Agent...

★ 3 Python 19 MCP

07 Deliberate Deliberation

Skills

Knowlyr Crew

Structured Dialectical Deliberation Engine

Structured dialectical deliberation engine — declarative employee...

★ 2 Python 20 MCP

All tools open-sourced · MIT License

github.com/liuxiaotong →