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 agentmods add instructions/acedatacloud/soramcp/copilot-instructionsgit clone --depth 1 https://github.com/AceDataCloud/SoraMCPWrote 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/acedatacloud/soramcp/copilot-instructions)<a href="https://agentmods.dev/instructions/acedatacloud/soramcp/copilot-instructions"><img src="https://agentmods.dev/badge/instructions/acedatacloud/soramcp/copilot-instructions.svg" alt="Measured on agentmods" 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 | $0.00413 | $0.00413 |
| Opus 5 | $0.00206 | $0.00206 |
| Sonnet 5 | $0.00083 | $0.00083 |
| Haiku 4.5 | $0.00041 | $0.00041 |
Grade A, and why
SoraMCP copilot-instructions.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 5d 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.
This is a copy
88% identical to SunoMCP copilot-instructions.md — 10 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
What it actually says
Copilot Instructions for SoraMCP
Sync from Docs
When working on a sync task (issue labeled auto-sync), follow these rules:
- Source of truth — Clone/checkout
AceDataCloud/Docsand readopenapi/sora.json(the OpenAPI spec). - Compare models — The Literal types in
core/types.pymust exactly match the model/enum values from the OpenAPI spec. Add missing values, remove deprecated ones. - Compare endpoints — Each endpoint in the spec should have a corresponding
@mcp.tool()function intools/. Add tools for new endpoints if needed. - Compare parameters — Each tool function's parameters should match the corresponding OpenAPI endpoint's request body schema.
- Update defaults — If a new model becomes the recommended default, update the default in
core/types.py. - Update README — Keep the model table and feature list in
README.mdcurrent. - Add tests — For new tools or parameters, add test cases in
tests/. - PR title — Use format:
sync: <description> [auto-sync] - No changes needed — If everything is already in sync, close the issue with a comment.
Project Structure
core/
config.py — Settings dataclass (API token, base URL)
server.py — FastMCP server singleton
client.py — httpx async HTTP client
types.py — Literal types (models, enums)
exceptions.py — Error classes
utils.py — Formatting helpers
tools/ — @mcp.tool() decorated async functions
prompts/ — LLM guidance prompts
tests/ — pytest-asyncio + respx tests
Development
pip install -e ".[dev]"
pytest --cov=core --cov=tools
ruff check .
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.
- 5d ago First seen · 39 lines · 413 tokens per session scan A 830933198edd
SoraMCP copilot-instructions.md is an instructions file published in the GitHub repository AceDataCloud/SoraMCP (0 stars, last pushed 8d ago), licensed MIT. It adds 413 tokens to every session, about $0.0021 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to SunoMCP copilot-instructions.md, differing in 10 lines, and is treated as a copy.
Other instructions, from other repositories
Cortex CLAUDE.md
Claude Code instructions for cdeust/Cortex, covering cortex — persistent memory mcp server, problem statement, build & test, releasing and architecture.
SeedanceMCP CLAUDE.md
Claude Code instructions for AceDataCloud/SeedanceMCP, covering seedancemcp, project structure, sync from docs and development.
microsoft-planner-mcp python.instructions.md
Use when writing or modifying Python source code. Covers module layout, async patterns, imports, and framework conventions for FastMCP + Microsoft Graph SDK.
LumaMCP CLAUDE.md
Claude Code instructions for AceDataCloud/LumaMCP, covering lumamcp, project structure, sync from docs and development.
python-code-validator AGENTS.md
AGENTS.md instructions for jkanselaar/python-code-validator, covering python you write here gets checked, say what the code is for, before you write it, while you write, when something comes back wrong and before you present anything.
SeedanceMCP copilot-instructions.md
Copilot instructions for AceDataCloud/SeedanceMCP, covering copilot instructions for seedancemcp, sync from docs, project structure and development.