ml-mcp: Instructions file for Claude Code

CLAUDE.md

ml-mcp CLAUDE.md is an instructions file for Claude Code from Solvro/ml-mcp. It costs 22,297 tokens per session, scanned B, original, no licence file.

Project instructions for Solvro/ml-mcp, including its overview, setup process, prerequisites, and dependency installation. They are written for Claude Code, an AI coding assistant.

In plain words
What is it for?
Use them when installing dependencies, setting up development, or changing the Solvro/ml-mcp project.
Why use it?
They give the assistant the project context and setup requirements needed to work in the repository correctly.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md.

This is Solvro/ml-mcp's own configuration. It tells Claude Code how to work on ml-mcp itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ml-mcp configures →

Reuse

Borrowing it

Nothing to install: this file belongs to Solvro/ml-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Solvro/ml-mcp/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/Solvro/ml-mcp

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 ml-mcp CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/solvro/ml-mcp/claude-md/github.svg)](https://agentmods.dev/instructions/solvro/ml-mcp/claude-md)
Your own site
<a href="https://agentmods.dev/instructions/solvro/ml-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/solvro/ml-mcp/claude-md/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 ml-mcp CLAUDE.md

Your own site · 80×15
<a href="https://agentmods.dev/instructions/solvro/ml-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/solvro/ml-mcp/claude-md.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 22,297 This file is loaded in full into every session.
When invoked 22,297 The same file — it is already loaded in full.
Security scan B 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 $0.22297 $0.22297
Opus 5.5 $0.08919 $0.08919
Sonnet 5.5 $0.04459 $0.04459
Haiku 4.5 $0.02230 $0.02230

Measured 1mo ago against content hash 16267bf17705, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade B, and why

ml-mcp CLAUDE.md scanned grade B 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 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.

Asks for rootmediumPrivilege escalation

A mod that escalates privileges can change anything on the machine, not only the project.

Neo4j's home to its own user and `chmod 700`s every directory under it, the mounted one
CLAUDE.md · 1,396 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. 1mo ago Changed · +21 lines · +455 tokens per session 16267bf17705
  2. 1mo ago Changed · +74 lines · +1,397 tokens per session 4a7ed657dc7b
  3. 1mo ago Changed · +38 lines · +714 tokens per session 2cd3b410b753
  4. 1mo ago Changed · +41 lines · +861 tokens per session a3f52dd4460e
  5. 1mo ago Changed · +14 lines · +319 tokens per session 56c74349b36b
  6. 1mo ago Changed · +80 lines · +1,655 tokens per session 976393297f0d
  7. 1mo ago Changed · +46 lines · +847 tokens per session 2e364904e88a
  8. 1mo ago Changed · -27 lines · -397 tokens per session 819334056505
  9. 1mo ago Changed · +252 lines · +4,641 tokens per session scan A → B df75bdf6bf72
  10. 1mo ago First seen · 857 lines · 11,805 tokens per session scan A baead70e3802

Subscribe to this mod's changes

ml-mcp CLAUDE.md is an instructions file published in the GitHub repository Solvro/ml-mcp (6 stars, last pushed 1mo ago), with no licence file. It adds 22,297 tokens to every session, about $0.0892 per session on Opus 5.5. A static security scan graded it B with 1 finding (asks for root). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.

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