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Pennyv99/Agent-Oriented-ReAct-System-with-Human-in-the-Loop

Score: 41.3 Rank #1783

Deployed a stateful ReAct agent service on AWS EC2, integrating FastAPI, LangGraph, PostgreSQL, and Redis to support concurrent users and persistent agent memory. Implemented Human-in-the-Loop (HIL)–governed tool orchestration, integrating Function Calling and MCP Servers (AMap LBS) with Redis-backed session recovery

Overview

Pennyv99/Agent-Oriented-ReAct-System-with-Human-in-the-Loop is a Python MCP server. Deployed a stateful ReAct agent service on AWS EC2, integrating FastAPI, LangGraph, PostgreSQL, and Redis to support concurrent users and persistent agent memory. Implemented Human-in-the-Loop (HIL)–governed tool orchestration, integrating Function Calling and MCP Servers (AMap LBS) with Redis-backed session recovery

Ranked #1783 out of 25632 indexed tools.

In the top 7% of all indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python No license

Signal Breakdown

Stars 1
Freshness 3d ago
Issue Health 50%
Contributors 0
Dependents 0
Forks 1
Description Detailed
License None

How to Improve

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge

AgentRank score for Pennyv99/Agent-Oriented-ReAct-System-with-Human-in-the-Loop
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Matched Queries

"mcp server""mcp-server"
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