ip-catalog

ip-catalog is a skill for Claude Code, Codex from aiappsgbb/awesome-gbb. It costs 93 tokens per session (1,305 once invoked), scanned A, original, MIT.

A way to search an MCP-connected catalogue of AI Apps GBB intellectual-property assets, including demonstrations, descriptions, and images. MCP is a standard way for an AI assistant to connect to outside tools and data.

In plain words
What is it for?
Use it to search, list, filter, and inspect catalogue items, demonstrations, thumbnails, and README files.
Why use it?
It helps you find existing examples or reusable assets without browsing the catalogue manually. The connection requires an MCP server and an access key.

Skill for Claude CodeCodex

Written for no agent in particular: nothing here depends on one.

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.

agentmods
npx agentmods add skills/aiappsgbb/awesome-gbb/ip-catalog
Any agent
npx skills add aiappsgbb/awesome-gbb --skill ip-catalog
Clone the repo
git clone --depth 1 https://github.com/aiappsgbb/awesome-gbb

Made for: Claude Code, Codex.

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 ip-catalog

README.md
[![agentmods](https://agentmods.dev/badge/skills/aiappsgbb/awesome-gbb/ip-catalog.svg)](https://agentmods.dev/skills/aiappsgbb/awesome-gbb/ip-catalog)
Your own site
<a href="https://agentmods.dev/skills/aiappsgbb/awesome-gbb/ip-catalog"><img src="https://agentmods.dev/badge/skills/aiappsgbb/awesome-gbb/ip-catalog.svg" alt="Measured on agentmods" height="20"></a>
Per session 93 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,305 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. Scan, not verified.
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 $0.00093 $0.01305
Opus 5 $0.00046 $0.00652
Sonnet 5 $0.00019 $0.00261
Haiku 4.5 $0.00009 $0.00130

Measured 6d ago against content hash b41c29fbdde6, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-06, from the pricing page.

Security

Grade A, and why

ip-catalog 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 6d 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/ip-catalog/SKILL.md · 195 lines

How it starts

The opening of the file, as written. The whole thing — 195 lines — stays where its author put it; the contents beside it link to each section on GitHub.

AI Apps GBB IP Catalog — MCP Discovery

[!IMPORTANT] This skill requires an MCP server connection to work. The tools below call the IP catalog MCP server — without it connected, the skill has no tools available.

Setup: Run /mcp add in Copilot CLI and configure the server below, OR ask the skill to set it up for you: "set up the ip-catalog MCP server".

API Key: Ask the AI Apps GBB admin team for the MCP_API_KEY. The key is managed in Azure Container Apps secrets — it's not publicly available.

MCP Server Connection

The IP catalog is exposed as an MCP server with Bearer token authentication.

Endpoint

https://admin-mcp-t7l5hqkuhsv2s.kindbay-2d11d96b.eastus2.azurecontainerapps.io/mcp

Authentication

All requests require a Bearer token in the Authorization header:

Authorization: Bearer <MCP_API_KEY>

Auto-Setup

If the MCP server is not yet connected, add it to your config. The skill should offer to do this automatically by writing to the appropriate config file:

For GitHub Copilot CLI (~/.copilot/mcp-config.json):

{
  "mcpServers": {
    "ip-catalog": {
      "url": "https://admin-mcp-t7l5hqkuhsv2s.kindbay-2d11d96b.eastus2.azurecontainerapps.io/mcp",
      "headers": {
        "Authorization": "Bearer ${MCP_API_KEY}"
      }
    }
  }
}

For VS Code (.vscode/mcp.json or user settings):

{
  "mcpServers": {
    "ip-catalog": {
      "url": "https://admin-mcp-t7l5hqkuhsv2s.kindbay-2d11d96b.eastus2.azurecontainerapps.io/mcp",
      "headers": {
        "Authorization": "Bearer ${MCP_API_KEY}"
      }
    }
  }
}

Set MCP_API_KEY as an environment variable, or replace ${MCP_API_KEY} with the actual key.

Note: The API key is stored in Azure Container Apps secrets and managed by the admin team. Contact the AI Apps GBB admins to get access.


Available Tools

search_ips

Search the IP catalog by keyword with optional filters.

Parameters:

  • query (string, required): Search term — matches against name, description, industry, tags, authors
  • services (list[string], optional): Filter by Azure service (e.g. ["Azure OpenAI", "Cosmos DB"])
  • patterns (list[string], optional): Filter by pattern (e.g. ["RAG", "Multi-Agent"])

Read the full file on GitHub · 195 lines

Files

What ships with it

1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 6d ago First seen · 195 lines · 93 tokens per session scan A b41c29fbdde6

Subscribe to this mod's changes

ip-catalog is a skill published in the GitHub repository aiappsgbb/awesome-gbb (5 stars, last pushed 2d ago), licensed MIT. It adds 93 tokens to every session and 1,305 once invoked, about $0.0005 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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