SAP Automation Pilot is an automation engine for SAP Business Technology Platform in which Commands define operational workflows. SAP teams use it to generate, review, deploy, run, monitor, and troubleshoot these automations. The catalogue skills provide an AI-assisted workflow for developing and operating SAP Automation Pilot Commands.
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.
npx skills add SAP/automation-pilot-agent-skills --skill automation-pilot-mcp-server-generationgit clone --depth 1 https://github.com/SAP/automation-pilot-agent-skillsWrote 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.
[](https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-mcp-server-generation)<a href="https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-mcp-server-generation"><img src="https://agentmods.dev/badge/skills/sap/automation-pilot-agent-skills/automation-pilot-mcp-server-generation/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.
<a href="https://agentmods.dev/skills/sap/automation-pilot-agent-skills/automation-pilot-mcp-server-generation"><img src="https://agentmods.dev/badge/skills/sap/automation-pilot-agent-skills/automation-pilot-mcp-server-generation.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector warn
SkillSpector: 2 findings, up to high
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- high Agent Snooping · line 382 Skill accesses MCP server configuration files (mcp.json). MCP configs contain server URLs, authentication tokens, and tool definitions — reading them allows the skill to discover and potentially abuse other tool integrations.Fix: Remove all code or instructions that read MCP configuration files (mcp.json). MCP server details should be managed by the agent runtime, not read by individual skills.
- medium Data Exfiltration · line 398 Data is being sent to an external URL. This could be legitimate telemetry or data exfiltration. Manual review is recommended.Fix: Verify the destination URL is trusted and necessary. Remove or replace with documented APIs. Ensure no secrets, tokens, or PII are transmitted.
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.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00048 | $0.04691 |
| Opus 5 | $0.00024 | $0.02346 |
| Sonnet 5 | $0.00010 | $0.00938 |
| Haiku 4.5 | $0.00005 | $0.00469 |
Grade A, and why
automation-pilot-mcp-server-generation scanned grade A 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 12d 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.
Makes network callslowCapability
Not a fault in itself. Listed so you know the mod talks to something, and to what.
Ensure `curl` is available in your environment. How it starts
The opening of the file, as written. The whole thing — 484 lines — stays where its author put it; the contents beside it link to each section on GitHub.
SAP Automation Pilot MCP Server Definition Generator
This skill guides the creation of MCP server definitions for SAP Automation Pilot. MCP server definitions are JSON files that expose Automation Pilot commands as MCP tools, allowing AI assistants to invoke them directly.
JSON Schema
Top-Level Structure
Every MCP server definition follows this structure:
{
"name": "kebab-case-server-name",
"enabled": true,
"instructions": "<Natural-language description for the AI>",
"mcpTools": [ ...tool objects... ]
}
| Field | Type | Description |
|---|---|---|
name |
string | Kebab-case identifier (e.g., cf-app-management). Must match filename without .json. No spaces. |
enabled |
boolean | Activates/deactivates the entire server |
instructions |
string | Natural-language guidance for the AI on what this server does and when to use it |
mcpTools |
array | Array of tool definitions (1 or more) |
Tool Object Structure
Each entry in mcpTools uses exactly this schema — all fields are required:
{
"commandId": "<catalog>-<suffix>:<CommandName>:<version>",
"name": "<snake_case_tool_name>",
"enabled": true,
"inputReferences": [
"<catalog>-<<<TENANT_ID>>>:<InputName>:<version>"
],
"tags": {},
"title": "<Title Case Label>",
"destructiveHint": false,
"idempotentHint": false,
"openWorldHint": true,
"readOnlyHint": false
}
| Field | Type | Description |
|---|---|---|
commandId |
string | Reference to an Automation Pilot command: <catalog>-<suffix>:<CommandName>:<version> |
name |
string | Snake_case identifier exposed to the MCP protocol (e.g., list_orgs, create_snapshot) |
enabled |
boolean | Enable/disable individual tool (set false to include but not activate) |
inputReferences |
string[] | Array of credential/input references injected at runtime. Use [] if credentials are embedded in the command. |
tags |
object | Always {} (reserved for future use) |
title |
string | Title Case human-readable label (e.g., "List Transport Nodes") |
destructiveHint |
boolean | Signals the tool deletes or permanently alters state |
idempotentHint |
boolean | Signals the tool is safe to call repeatedly with the same result |
openWorldHint |
boolean | Signals the tool discovers across a landscape vs. targeting a known resource |
readOnlyHint |
boolean | Signals the tool only reads data, never modifies state |
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.
- 12d ago First seen · 484 lines · 48 tokens per session scan A 304bcd95d2bc
automation-pilot-mcp-server-generation is a skill published in the GitHub repository SAP/automation-pilot-agent-skills (11 stars, last pushed 8d ago), licensed Apache-2.0. It adds 48 tokens to every session and 4,691 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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