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Stars gained: From May 11, 2026 to Nov 11, 2026, each from zeroStars gainedFrom May 11, 2026 to Nov 11, 2026, each from zero01KMay 11Nov 11, 2026FlowElement-xinliuyuansu/m_flowpipeshub-ai/pipeshub-ai
Stars: The star count at the end of each dayStarsThe star count at the end of each day3K4KMay 8Nov 11, 2026FlowElement-xinliuyuansu/m_flowpipeshub-ai/pipeshub-ai

Facts

Fact FlowElement-xinliuyuansu/m_flow

A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.

pipeshub-ai/pipeshub-ai

The open-source context layer for AI agents. PipesHub turns your company's knowledge (Slack, Drive, Jira, GitHub, Microsoft 365 and 50+ connectors) into a permission-aware workspace that agents can search, grep, navigate and cite. MCP, SDKs and built-in agents. Self-hosted.

Stars 4,5114,091
Net stars, last 30 days +9+278
Largest star day +137 on May 22, 2026+188 on Aug 19, 2026
Milestone reached in the record NoneNone
Forks 257665
Language PythonPython
License APACHE-2.0APACHE-2.0
Created Mar 31, 2026Mar 6, 2025
Last push Sep 1, 2026Nov 12, 2026
Archived NoNo
Health facts: Maintenance 2 of 4 checks (2 without data)4 of 4 checks
Health facts: Releases 2 of 3 checks (1 without data)3 of 3 checks
Health facts: Security practice 0 of 1 check (1 without data)1 of 1 check
Health facts: Community files 1 of 3 checks (2 without data)3 of 3 checks
Commits, last 13 weeks No data3,888
Weeks with commits, last 52 No data52 of 52
In the Repository Index since Nov 10, 2026Nov 7, 2026

Topics that all of them have on the Repository Host: knowledge-graph, llm, mcp, python, rag. The facts come from the Repository Host and from the Star History that AwesomeRepos records. A shared topic does not mean that one repository can replace another. Each Health Facts row is one dimension alone. AwesomeRepos does not add them into one score. How each check is defined

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