AgentIndex icon
AgentIndex
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompareGuides
Submit Tool
ToolsMCP ServersHOTCategoriesTrendingNewBest ListsCompareGuides
Home/
Data Processing/
retentioneering-tools
retentioneering-tools logo

retentioneering-tools

Active·★ 942·Apache-2.0·Updated 2026-10-27
★ Trending

Retentioneering is an open-source Python library designed to analyze user behavior from event logs. It helps identify user pain points, compare different user paths, and discover patterns across user interactions, supporting both direct data exploration and AI agent integration.

retentioneering-tools sits in the Data Processing category, so it is usually better judged by workflow fit, deployment style, and team needs than by isolated features alone. Based on the available metadata, it leans most clearly toward Interactive Transition Graphs for path visualization and comparison. A representative use case is Investigate changes in key metrics and where user journeys deviated.. The listed license is Apache-2.0. GitHub stars are currently 936. Relevant tags include User Behavior Analytics, Event Log Analysis.

This write-up is based on the project's README and public repository data. We have not hand-tested the tool.

#User Behavior Analytics#Event Log Analysis#Path Analysis#Funnel Analysis#Clustering#Data Visualization#Python Library#Product Analytics
$ Install
$ pip install retentioneering
↗ Visit site★ GitHub
01

Features

01Interactive Transition Graphs for path visualization and comparison
02Funnel analysis to track user progression and drop-offs
03Step Matrix and Sankey Diagrams for detailed sequence exploration
04Cluster Analysis to discover behavioral patterns and user types
05Data processors to prepare, filter, and segment event streams
02

Why choose it

+Interactive Transition Graphs for path visualization and comparison
+Funnel analysis to track user progression and drop-offs
+Investigate changes in key metrics and where user journeys deviated.
+Supports 3 platforms or runtime environments.
03

Trade-offs

!The final decision should still be made through side-by-side comparison with similar tools.
04

Compatibility

Python
Runtime
Verified via docs
Jupyter Ecosystem
Environment
Verified via docs
Google Colab
Platform
Verified via docs
05

Quick start

1
$ pip install retentioneering
06

Use cases

↳Investigate changes in key metrics and where user journeys deviated.
↳Understand where users abandon funnels and their alternative actions.
↳Analyze events leading to or following specific critical events like errors.
↳Identify sessions matching predefined behavioral patterns using path filters.
↳Explore different product usage patterns and segment users by behavior.
07

Alternatives

⚡Top VS:
VSFinanceToolkit★5.5k→VSmcp-server-chart★4.4k→VSTrendRadar★63.2k→VSOpenMetadata★15.6k→
FinanceToolkit logo
FinanceToolkit★ 5.5k
Transparent and Efficient Financial Analysis
VSCompare→
mcp-server-chart logo
mcp-server-chart★ 4.4k
🤖 A visualization mcp & skills contains 25+ visual charts using @antvis. Using for chart generation and data analysis.
VSCompare→
TrendRadar logo
TrendRadar★ 63.2k
⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 翻译 + AI 分析简报直推手机,也支持接入 MCP 架构,赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ,数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。
VSCompare→
OpenMetadata logo
OpenMetadata★ 15.6k
OpenMetadata is a unified metadata platform for data discovery, data observability, and data governance powered by a central metadata repository, in-depth column level lineage, and seamless team collaboration.
VSCompare→
unstract logo
unstract★ 7.3k
LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows
VSCompare→
excel-mcp-server logo
excel-mcp-server★ 4.3k
A Model Context Protocol server for Excel file manipulation
VSCompare→
FinnewsHunter logo
FinnewsHunter★ 1.5k
FinnewsHunter: Multi-agent financial intelligence platform powered by AgenticX. Real-time news analysis, sentiment fusion, and alpha factor mining.
VSCompare→
all2md logo
all2md★ 34
Convert PDF, Word, PowerPoint, HTML, email & 40+ formats to clean Markdown — and back. Built for LLMs, RAG & Python pipelines, with a built-in MCP server.
VSCompare→
See all alternatives →

Comments

Log in to leave a comment

No comments yet. Be the first!

On this page
01Features02Why choose it03Trade-offs04Compatibility05Quick start06Use cases07Alternatives
retentioneering /
retentioneering-tools
↗

Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation

942Apache-2.0
Last commit1d ago
StatusActive
CategoryData Processing
Links
Documentation↗Discussion↗Issues↗Releases↗
Cloud Infrastructure
Ad

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit
© 2026 AgentIndex.app|Built by a 10-year iOS Developer.
Best by use caseAboutContactAdvertisePrivacy PolicyTerms of UseQYSGitHubBuy me a coffee ☕

Browse by Category

MCP ServersCode AssistantWorkflow AutomationRAG / Knowledge BaseMulti-AgentBrowser AutomationLLM InfraDev ToolingObservability

Not affiliated with Anthropic, OpenAI or Microsoft.