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Agent-Oriented-ReAct-System-with-Human-in-the-Loop MCP Server

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

Score: 51.7 Rank #1918 Database
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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

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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 #1918 out of 25022 indexed tools.

In the top 8% of all indexed tools.

Ecosystem

Python No license

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 1

1 stars → early stage

Freshness 25% 6mo ago

Last commit 6mo ago → stale

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 1
Description Detailed
License None

Weights: Freshness 25% · Issue Health 25% · Dependents 25% · Stars 15% · Contributors 10% · How we score →

How to Improve

License low impact

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

Freshness high impact

Last commit was 185 days ago — a recent commit would boost your freshness score

Contributors medium impact

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

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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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