Borrowing it
Nothing to install: this file belongs to atlas-outreach-data-tools/atlasopenmagic-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/atlas-outreach-data-tools/atlasopenmagic-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/atlas-outreach-data-tools/atlasopenmagic-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/atlas-outreach-data-tools/atlasopenmagic-mcp/claude-md)<a href="https://agentmods.dev/instructions/atlas-outreach-data-tools/atlasopenmagic-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/atlas-outreach-data-tools/atlasopenmagic-mcp/claude-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/atlas-outreach-data-tools/atlasopenmagic-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/atlas-outreach-data-tools/atlasopenmagic-mcp/claude-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 | $0.00868 | $0.00868 |
| Opus 5 | $0.00434 | $0.00434 |
| Sonnet 5 | $0.00174 | $0.00174 |
| Haiku 4.5 | $0.00087 | $0.00087 |
Grade A, and why
atlasopenmagic-mcp CLAUDE.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 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.
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.
How it starts
The opening of the file, as written. The whole thing — 111 lines — stays where its author put it; the contents beside it link to each section on GitHub.
atlasopenmagic-mcp — Contributor Guide
Architecture
LLM <--MCP/stdio--> atlasopenmagic-mcp serve <--HTTPS--> ATLAS Open Data API
| (atlasopenmagic-api.app.cern.ch)
|
+-- atlasopenmagic (Python library, pip dependency)
The MCP server is a thin async wrapper around atlasopenmagic. Tools call
library functions via _run_sync() (which uses asyncio.to_thread()) to
keep the MCP event loop responsive.
Project Layout
src/atlasopenmagic_mcp/
├── __init__.py # Package version
├── cli.py # argparse CLI: `atlasopenmagic-mcp serve`
├── server.py # FastMCP setup, lifespan, _run_sync helper
├── nomenclature.py # Reference docs (embedded in instructions + resources)
├── resources.py # MCP resource registration
└── tools/
├── __init__.py
├── _helpers.py # run_sync (asyncio.to_thread wrapper)
├── discovery.py # Releases, datasets, skims, keywords, fields
├── metadata.py # get_metadata, get_all_info, match_metadata
├── urls.py # get_urls (file URL retrieval)
└── weights.py # MC weight metadata
Key Conventions
Tool Registration Pattern
Every tool module exports register(mcp: FastMCP) -> None. Inside it,
define tools with @mcp.tool():
def register(mcp: FastMCP) -> None:
@mcp.tool()
async def my_tool(arg: str, *, ctx: Context[Any, Any]) -> str:
atom = ctx.request_context.lifespan_context["atom"]
result = await run_sync(atom.some_function, arg)
return json.dumps(result, default=str)
Error Handling
Tools return error strings, never raise:
try:
...
except Exception as exc: # noqa: BLE001
return f"Error: {exc}"
Async / Threading
atlasopenmagic uses blocking requests calls. Always wrap with:
from atlasopenmagic_mcp.tools._helpers import run_sync
result = await run_sync(atom.some_function, arg1, arg2)
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 · 111 lines · 868 tokens per session scan A 5caddc61f69e
atlasopenmagic-mcp CLAUDE.md is an instructions file published in the GitHub repository atlas-outreach-data-tools/atlasopenmagic-mcp (2 stars, last pushed 5mo ago), licensed Apache-2.0. It adds 868 tokens to every session, about $0.0043 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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