data-analyst

data-analyst is an agent for Claude Code from amghanekar-deloitte/AEP-MCP_SERVER. It costs 70 tokens per session (1,441 once invoked), scanned C, original, no licence file.

An agent for profiling CSV files, scoring their data quality, and creating entity-relationship diagrams. A CSV is a plain-text table, and an entity-relationship diagram shows how data tables and their fields relate.

In plain words
What is it for?
Reading every CSV in a directory, reviewing fields across six data-quality dimensions, assigning quality scores, and generating Mermaid diagrams of table relationships.
Why use it?
It reveals missing or inconsistent data and makes relationships between tables easier to understand before later pipeline work.

Agent for Claude Code

Written for Claude Code: argument-hint in frontmatter.

Good fit Reading every CSV in a directory, reviewing fields across six data-quality dimensions, assigning quality scores, and generating Mermaid diagrams of table relationships.

Compare 6 agents from other repositories ↓
Install with agentmods
npx agentmods add agents/amghanekar-deloitte/aep-mcp_server/data-analyst
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Clone the repo
git clone --depth 1 https://github.com/amghanekar-deloitte/AEP-MCP_SERVER

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for data-analyst

README.md
[![agentmods](https://agentmods.dev/badge/agents/amghanekar-deloitte/aep-mcp_server/data-analyst/github.svg)](https://agentmods.dev/agents/amghanekar-deloitte/aep-mcp_server/data-analyst)
Your own site
<a href="https://agentmods.dev/agents/amghanekar-deloitte/aep-mcp_server/data-analyst"><img src="https://agentmods.dev/badge/agents/amghanekar-deloitte/aep-mcp_server/data-analyst/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for data-analyst

Your own site · 80×15
<a href="https://agentmods.dev/agents/amghanekar-deloitte/aep-mcp_server/data-analyst"><img src="https://agentmods.dev/badge/agents/amghanekar-deloitte/aep-mcp_server/data-analyst.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 70 Only the description is in the session, so the agent can decide to use it. The body loads when it is invoked.
When invoked 1,441 The whole file, excluding the scripts and references it only reads on demand.
Security scan C 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00070 $0.01441
Opus 5.5 $0.00028 $0.00576
Sonnet 5.5 $0.00014 $0.00288
Haiku 4.5 $0.00007 $0.00144

Measured 2mo ago against content hash fb39dd780715, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade C, and why

data-analyst scanned grade C with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2mo ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Recursive force deletehighDestructive command

rm -rf with a variable or a broad path is one typo away from removing the wrong tree.

rm -rf "{OUTPUT_DIR}/$dir"
.claude/agents/data-analyst.md · 96 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2mo ago First seen · 96 lines · 70 tokens per session scan C fb39dd780715

Subscribe to this mod's changes

data-analyst is an agent published in the GitHub repository amghanekar-deloitte/AEP-MCP_SERVER (2 stars, last pushed 1mo ago), with no licence file. It adds 70 tokens to every session and 1,441 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Related

data-analyst compared with agents from other repositories

data-analyst next to 6 agents from other repositories
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