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  3. UPI Triage Agent
MCP server · RAG

UPI Triage Agent

by · github.com/AKSHAYKUMARDHAR/UPI-Triage-Agent

AI agent that categorizes Indian UPI bank transactions: rules + SBERT baseline, an LLM agent (Claude or free-tier Gemini) calling MCP tools, RAG merchant lookup on pgvector, a human review queue, an n8n trigger, and an eval harness with a hand-written held-out set.

Unclaimed ai-agentsclaudefastapifintechgeminihuman-in-the-loopllm-agentsllm-evaluationmcpmodel-context-protocoln8npgvectorpythonragsentence-transformerstransaction-categorizationupi
InstallView source
22Low

Scored 12 hours ago · breakdown

About UPI Triage Agent

UPI Triage Agent is an MCP server published by AKSHAYKUMARDHAR in the RAG category: aI agent that categorizes Indian UPI bank transactions: rules + SBERT baseline, an LLM agent (Claude or free-tier Gemini) calling MCP tools, RAG merchant lookup on pgvector, a human review queue, an n8n trigger, and an eval harness with a hand-written held-out set.

Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/AKSHAYKUMARDHAR/UPI-Triage-Agent

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Questions

About UPI Triage Agent

How do I install UPI Triage Agent?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is UPI Triage Agent safe to use with an AI agent?

Its trust score is 22 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is UPI Triage Agent still maintained?

Yes — the last commit was a month ago. The repository has 0 stars and 0 forks.