mcp-integration

mcp-integration is a skill for Claude Code from Vimalk0703/shipworthy. It costs 53 tokens per session (644 once invoked), scanned A, original, MIT.

An advisory checker that looks for parts of a project that could connect to an MCP server. MCP, or Model Context Protocol, lets a coding assistant use external services such as databases, GitHub, or file search.

In plain words
What is it for?
Use it to identify possible database, GitHub, or file-search connections for a project.
Why use it?
It points out useful connections that may otherwise be overlooked while leaving installation and setup to you. It does not install or configure servers automatically.

Skill for Claude Code

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

Part of the shipworthy plugin — 66 skills, 7 commands, 3 hooks shipped together

Good fit Use it to identify possible database, GitHub, or file-search connections for a project.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/vimalk0703/shipworthy/mcp-integration
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.

Any agent
npx skills add Vimalk0703/shipworthy --skill mcp-integration
Clone the repo
git clone --depth 1 https://github.com/Vimalk0703/shipworthy

Made for: Claude Code.

Or install shipworthy, the plugin that ships this one along with the rest of its 66 skills, 7 commands, 3 hooks.

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 mcp-integration

README.md
[![agentmods](https://agentmods.dev/badge/skills/vimalk0703/shipworthy/mcp-integration.svg)](https://agentmods.dev/skills/vimalk0703/shipworthy/mcp-integration)
Your own site
<a href="https://agentmods.dev/skills/vimalk0703/shipworthy/mcp-integration"><img src="https://agentmods.dev/badge/skills/vimalk0703/shipworthy/mcp-integration.svg" alt="Measured on agentmods" height="20"></a>
Per session 53 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 644 The whole file, excluding the scripts and references it only reads on demand.
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.
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 $0.00053 $0.00644
Opus 5 $0.00026 $0.00322
Sonnet 5 $0.00011 $0.00129
Haiku 4.5 $0.00005 $0.00064

Measured 7d ago against content hash 6b5d64609898, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-07, from the pricing page.

Security

Grade A, and why

mcp-integration 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 7d 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.

skills/operations/mcp-integration/SKILL.md · 61 lines

How it starts

The opening of the file, as written. The whole thing — 61 lines — stays where its author put it; the contents beside it link to each section on GitHub.

MCP Integration Awareness

Purpose

MCP (Model Context Protocol) servers extend Claude Code's capabilities by connecting to external tools and services. Many projects would benefit from MCP connections but users don't know they exist. This skill detects opportunities and suggests them.

This skill is ADVISORY ONLY. Never auto-install or auto-configure MCP servers. Always suggest and let the user decide.

Detection Patterns

Database MCP Servers

Detect when: Project has database configuration, ORM setup, or SQL files

  • DATABASE_URL in .env or .env.example
  • Prisma schema (prisma/schema.prisma)
  • SQLite files (.db, .sqlite)
  • PostgreSQL/MySQL connection strings in config

Suggest: "Your project uses [database]. You could connect the [database] MCP server to let me query your database directly, inspect schemas, and run migrations. Want to set it up?"

GitHub MCP Server

Detect when: Project is a git repo with a GitHub remote

  • .git/config has a github.com remote

Suggest: "This project is on GitHub. The GitHub MCP server would let me create issues, review PRs, and manage releases directly. Want to connect it?"

File Search MCP

Detect when: Large project (50+ source files)

Suggest: "This is a larger project. A file search MCP server could help me find relevant code faster. Want to set one up?"

Monitoring/Observability MCP

Detect when: Project has production deployment indicators

  • Kubernetes configs, Docker Compose, Vercel/Netlify config
  • Sentry DSN in environment variables

Suggest: "Your project appears to have production infrastructure. Connecting a monitoring MCP would let me check logs and metrics directly when debugging."

When to Surface

  • Session start: If a strong signal is detected (database URL exists, GitHub remote exists), mention it once as a brief note
  • During work: If the user is struggling with something an MCP would help with (e.g., manually describing database schema), suggest it in context
  • Never: Don't repeat suggestions the user has declined. If they say no, respect it.

Read the full file on GitHub · 61 lines

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. 7d ago First seen · 61 lines · 53 tokens per session scan A 6b5d64609898

Subscribe to this mod's changes

mcp-integration is a skill published in the GitHub repository Vimalk0703/shipworthy (7 stars, last pushed 5mo ago), licensed MIT. It adds 53 tokens to every session and 644 once invoked, about $0.0003 per session on Opus 5. 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.

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