What is insight-blueprint?

A local MCP server for managing the design of data-science analyses. It runs against the current project and requires two configured environment values.

Managing data-science analysis designs in the current project. The input does not specify the available management operations.

It gives an AI coding agent a project-local connection for analysis-design management instead of leaving that work outside the project.

insight-blueprint — MCP server for Claude Code by etoyama

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/etoyama/insight-blueprint

Made for: Claude Code.

Or install insight-blueprint, the plugin that ships this one along with the rest of its 10 skills, 2 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.

README.md

[![agentmods](https://agentmods.dev/badge/mcp/etoyama/insight-blueprint/insight-blueprint/github.svg)](https://agentmods.dev/mcp/etoyama/insight-blueprint/insight-blueprint)

Your own site

<a href="https://agentmods.dev/mcp/etoyama/insight-blueprint/insight-blueprint"><img src="https://agentmods.dev/badge/mcp/etoyama/insight-blueprint/insight-blueprint/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.

Your own site · 80×15

<a href="https://agentmods.dev/mcp/etoyama/insight-blueprint/insight-blueprint"><img src="https://agentmods.dev/badge/mcp/etoyama/insight-blueprint/insight-blueprint.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 original No closer match found in the catalogue.

Security

Grade A, and why

insight-blueprint 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 11d 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.

.mcp.json · 14 lines

What it actually says

{
  "insight-blueprint": {
    "command": "uvx",
    "args": [
      "insight-blueprint",
      "--project",
      "."
    ],
    "env": {
      "PYTHONUNBUFFERED": "1",
      "MCP_TIMEOUT": "10000"
    }
  }
}

Same file

What else `.mcp.json` configures

This page is one entry in a file that holds 2. Installing the file brings all of them; each is measured and scanned on its own page.

MCP server spec-workflow A not measured

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.

11d ago First seen · 14 lines scan A 19188309a112

Subscribe to this mod's changes

insight-blueprint is an MCP server published in the GitHub repository etoyama/insight-blueprint (0 stars, last pushed 19d ago), licensed MIT. 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. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

Claude Code Scientific data-analysis fastmcp hypothesis-driven mcp mcp-server

math-mcp-learning-server

Educational MCP server for math operations, statistics, visualization, and persistent workspaces. Built with FastMCP. Runs locally from the math-mcp-learning-server Python package.

clouatre-labs/math-mcp-learning-server · not measured

nutrition-mcp-server

MCP Server for nutrition data — USDA FoodData Central with 1M+ foods, nutrients, vitamins and dietary analysis. Runs locally from the nutrition-mcp-server Python package.

AlwaysSany/food-nutrition · not measured

apple-health-mcp

Query and analyze Apple Health CSV exports using DuckDB. Runs locally from the @neiltron/apple-health-mcp npm package. Needs 3 environment variables to run.

neiltron/apple-health-mcp · not measured

RivalSearchMCP

MCP server "RivalSearchMCP", hosted remotely at rivalsearchmcp.fastmcp.app, as configured in damionrashford/RivalSearchMCP.

damionrashford/RivalSearchMCP · not measured

inkscape-mcp

MCP server "inkscape-mcp" as configured in sandraschi/inkscape-mcp. Launched with uv --directory D:/Dev/repos/inkscape-mcp run inkscape-mcp.

sandraschi/inkscape-mcp · not measured

AynOps

A Model Context Protocol server that gives AI Clients real-time cybersecurity reconnaissance capabilities — WHOIS, DNS enumeration, port scanning, SSL inspection, CVE lookup, IP reputation, ASN lookup and more. Runs locally from the AynOps Python package. Needs 2 environment variables to run.

AynOps/AynOps · not measured