Borrowing it
Nothing to install: this file belongs to nokia/mcp-redfish. 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/nokia/mcp-redfish/main/AGENTS.mdgit clone --depth 1 https://github.com/nokia/mcp-redfishWrote 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/nokia/mcp-redfish/agents-md)<a href="https://agentmods.dev/instructions/nokia/mcp-redfish/agents-md"><img src="https://agentmods.dev/badge/instructions/nokia/mcp-redfish/agents-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.
<a href="https://agentmods.dev/instructions/nokia/mcp-redfish/agents-md"><img src="https://agentmods.dev/badge/instructions/nokia/mcp-redfish/agents-md.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 | $0.02752 | $0.02752 |
| Opus 5.5 | $0.01101 | $0.01101 |
| Sonnet 5.5 | $0.00550 | $0.00550 |
| Haiku 4.5 | $0.00275 | $0.00275 |
Grade C, and why
mcp-redfish AGENTS.md scanned grade C 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 2mo 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.
Recursive force deletehighDestructive command
rm -rf with a variable or a broad path is one typo away from removing the wrong tree.
rm -rf .venv/ How it starts
The opening of the file, as written. The whole thing — 358 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project Overview
The Redfish MCP Server is a Python-based Model Context Protocol (MCP) server that provides a natural language interface for managing infrastructure via Redfish APIs. It uses FastMCP framework and integrates with the Python Redfish library to enable AI agents to interact with Redfish-enabled infrastructure components.
Key Technologies:
- Python 3.14 recommended; Python 3.13 supported but deprecated (runtime policy)
- FastMCP framework
- Python Redfish library
- uv for dependency management
- pytest for testing
- ruff for linting and formatting
- mypy for type checking
Development Environment Setup
Quick Start
# Clone and install dependencies
make install # or 'make dev' for development setup with pre-commit hooks
# Install development dependencies only
make install-dev
# Install test dependencies
make install-test
Using uv directly
# Create virtual environment and install dependencies
uv venv
source .venv/bin/activate
uv sync --extra dev --extra test
Pre-commit Setup
make pre-commit-install # Install pre-commit hooks
make pre-commit-update # Update hooks to latest versions
make pre-commit-run # Run hooks on all files
Build and Test Commands
Running the Server
# Recommended: Run with console script
uv run mcp-redfish
# OR use Makefile shortcut:
make run-stdio
# Alternative transports
# Breaking change: HTTP MCP transports (sse, streamable-http) now require
# authentication. Set MCP_AUTH_MODE (and the matching MCP_AUTH_* variables),
# or set MCP_HTTP_AUTH=false to keep unauthenticated HTTP. stdio is unchanged.
# make run-sse / make run-streamable-http will not start without that env.
# Prefer streamable-http. Non-loopback binds also require exact values in
# FASTMCP_HTTP_ALLOWED_HOSTS. See docs/MCP_AUTH.md for authentication and
# docs/MCP_HTTP_DEPLOYMENT.md for listener, TLS, and deployment settings.
# JWTs require exp and enforce nbf/future iat. Introspection additionally
# requires MCP_AUTH_INTROSPECTION_ISSUER and MCP_AUTH_INTROSPECTION_AUDIENCE;
# private IdPs require the warned MCP_AUTH_INTROSPECTION_ALLOW_PRIVATE=true.
# Loopback/private JWKS (OIDC Proxy, JWT JWKS) requires the warned
# MCP_AUTH_JWKS_ALLOW_PRIVATE=true.
# Non-loopback SSE is refused unless the legacy break-glass setting
# MCP_ALLOW_REMOTE_SSE=true is explicitly set; prefer streamable-http.
make run-sse # Server-Sent Events transport (fail-closed without auth env)
make run-streamable-http # Streamable HTTP transport (fail-closed without auth env)
# Development/CI: Run as module
uv run python -m src.main
# Debug with MCP Inspector
make inspect
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.
- 2mo ago Changed · +7 lines · +120 tokens per session 5c39bfeb34a5
- 2mo ago Changed · +17 lines · +413 tokens per session 7e97ae61eb12
- 2mo ago First seen · 334 lines · 2,219 tokens per session scan C 967a40ec5ee9
mcp-redfish AGENTS.md is an instructions file published in the GitHub repository nokia/mcp-redfish (20 stars, last pushed 1mo ago), licensed BSD-3-Clause. It adds 2,752 tokens to every session, about $0.0110 per session on Opus 5.5. A static security scan graded it C with 1 finding (recursive force delete). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
mcp-redfish AGENTS.md compared with instructions from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| mcp-redfish AGENTS.mdnokia/mcp-redfish | Instructions file | 20 | 1mo ago | BSD-3-Clause | C | 2,752 | Codex, OpenCode |
| vscode buildNext.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 9,719 | GitHub Copilot |
| next.js AGENTS.mdvercel/next.js | Instructions file | 143k | today | MIT | A | 7,461 | Codex, OpenCode |
| langchain AGENTS.mdlangchain-ai/langchain | Instructions file | 149k | yesterday | MIT | A | 4,680 | Codex, OpenCode |
| vscode oss-third-party-notices.instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 5,516 | GitHub Copilot |
| vscode copilot-instructions.mdmicrosoft/vscode | Instructions file | 195k | yesterday | MIT | A | 3,093 | GitHub Copilot |
| deepseek-harness AGENTS.mddeepseek-ai/deepseek-harness | Instructions file | 274k | 2d ago | MIT | A | 4,313 | Codex, OpenCode |