Borrowing it
Nothing to install: this file belongs to MarioDeFelipe/sap-datasphere-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.
curl -O https://raw.githubusercontent.com/MarioDeFelipe/sap-datasphere-mcp/main/.kiro/steering/product.mdgit clone --depth 1 https://github.com/MarioDeFelipe/sap-datasphere-mcpWrote 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/instructions/mariodefelipe/sap-datasphere-mcp/product)<a href="https://agentmods.dev/instructions/mariodefelipe/sap-datasphere-mcp/product"><img src="https://agentmods.dev/badge/instructions/mariodefelipe/sap-datasphere-mcp/product/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/instructions/mariodefelipe/sap-datasphere-mcp/product"><img src="https://agentmods.dev/badge/instructions/mariodefelipe/sap-datasphere-mcp/product.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00294 | $0.00294 |
| Opus 5.5 | $0.00118 | $0.00118 |
| Sonnet 5.5 | $0.00059 | $0.00059 |
| Haiku 4.5 | $0.00029 | $0.00029 |
Grade A, and why
sap-datasphere-mcp product.md 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 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.
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.
What it actually says
AWS MCP Servers
AWS MCP Servers is a comprehensive suite of specialized Model Context Protocol (MCP) servers that provide AI applications with seamless access to AWS services, documentation, and best practices.
What it does
The project provides 40+ MCP servers that enable AI assistants to:
- Access real-time AWS documentation and API references
- Manage AWS infrastructure through CDK, Terraform, and CloudFormation
- Interact with AWS services like Lambda, EKS, RDS, S3, and more
- Query knowledge bases and perform enterprise search
- Generate diagrams and documentation
- Execute serverless workflows and container operations
Key Value Propositions
- Enhanced AI Output Quality: Provides current AWS context to reduce hallucinations and improve accuracy
- Workflow Automation: Converts complex AWS operations into simple AI-accessible tools
- Up-to-date Information: Bridges the gap between AI training data and latest AWS capabilities
- Standardized Integration: Uses the open Model Context Protocol for consistent AI application integration
Target Users
- Developers using AI coding assistants (Cursor, Cline, VS Code, Amazon Q Developer)
- DevOps engineers managing AWS infrastructure
- Solutions architects designing cloud systems
- Enterprise teams building AI-powered workflows
Architecture
Each MCP server is a lightweight, standalone program that exposes specific AWS capabilities through the standardized MCP protocol. Servers can run locally or remotely and connect 1:1 with MCP clients.
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.
- 1mo ago First seen · 31 lines · 294 tokens per session scan A 990d8c2c9901
sap-datasphere-mcp product.md is an instructions file published in the GitHub repository MarioDeFelipe/sap-datasphere-mcp (49 stars, last pushed 3d ago), licensed MIT. It adds 294 tokens to every session, about $0.0012 per session on Opus 5.5. 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 2026-09-22.
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