agentmods.dev

visualization

visualization is an MCP server for Claude Code from gemini-cli-extensions/data-agent-kit-starter-pack. Its token cost is not measured, scanned A, a copy of notebook, Apache-2.0.

A local MCP server for creating visualizations from data. MCP is a standard way for coding agents to connect to external tools.

In plain words
What is it for?
It is for running the visualization mode from the data-agent-kit-starter-pack package.
Why use it?
It gives an agent a configured local service for visualization tasks.

MCP server for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: listed in a Claude config.

Part of the dak plugin — 33 skills, 10 MCP servers shipped together

One of 10 entries in .mcp.json upstream. Installing this one merges just its entry into your config; the other 9 are separate, each on its own page.

not rated 217repo changed 1mo ago A scan tokens not measured copy · 95% Apache-2.0

Good fit It is for running the visualization mode from the data-agent-kit-starter-pack package.

Compare 6 mcp servers from other repositories ↓
Install with agentmods
npx agentmods add mcp/gemini-cli-extensions/data-agent-kit-starter-pack/visualization

Installing this writes the configuration, not the program: `node` runs a file from the repository, so clone it first and make the path in the command match where you put it.

View source ↗ gemini-cli-extensions/data-agent-kit-starter-pack
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/gemini-cli-extensions/data-agent-kit-starter-pack

Installing this writes the configuration, not the program: `node` runs a file from the repository, so clone it first and make the path in the command match where you put it.

Made for: Claude Code.

Or install dak, the plugin that ships this one along with the rest of its 33 skills, 10 MCP servers.

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 visualization

README.md
[![agentmods](https://agentmods.dev/badge/mcp/gemini-cli-extensions/data-agent-kit-starter-pack/visualization/github.svg)](https://agentmods.dev/mcp/gemini-cli-extensions/data-agent-kit-starter-pack/visualization)
Your own site
<a href="https://agentmods.dev/mcp/gemini-cli-extensions/data-agent-kit-starter-pack/visualization"><img src="https://agentmods.dev/badge/mcp/gemini-cli-extensions/data-agent-kit-starter-pack/visualization/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 visualization

Your own site · 80×15
<a href="https://agentmods.dev/mcp/gemini-cli-extensions/data-agent-kit-starter-pack/visualization"><img src="https://agentmods.dev/badge/mcp/gemini-cli-extensions/data-agent-kit-starter-pack/visualization.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session not measured What this adds to a session before it is invoked.
When invoked not measured Not applicable: nothing here is loaded into a session.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin 95% copy Near-identical to another mod in the catalogue.
Security

Grade A, and why

visualization scanned grade A with 0 findings 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 1mo 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.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

This is a copy

95% identical to notebook — 4 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.mcp.json · 13 lines

What it actually says

{
  "visualization": {
    "command": "node",
    "args": [
      "${PLUGIN_ROOT}/mcp/dist/index.js",
      "--mode=visualization"
    ],
    "env": {},
    "env_vars": [
      "DATA_CLOUD_CURR_IDE_NAME"
    ]
  }
}
Same file

What else .mcp.json configures

This page is one entry in a file that holds 10. Installing the file brings all of them; each is measured and scanned on its own page.

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. 1mo ago Changed · -3 lines 663a517ca578
  2. 1mo ago Changed · +2 lines 93c305cf47c2
  3. 1mo ago First seen · 14 lines scan A b49d006b3c4b

Subscribe to this mod's changes

visualization is an MCP server published in the GitHub repository gemini-cli-extensions/data-agent-kit-starter-pack (217 stars, last pushed 7d ago), licensed Apache-2.0. Its token cost is not measured: an MCP server costs its tool schemas, not its config file. A static security scan graded it A with 0 findings. It is 95% identical to notebook, differing in 4 lines, and is treated as a copy.

Analytics and metrics
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