Borrowing it
Nothing to install: this file belongs to sanshanjianke/scicompute-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/sanshanjianke/scicompute-mcp/main/CLAUDE.mdgit clone --depth 1 https://github.com/sanshanjianke/scicompute-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/sanshanjianke/scicompute-mcp/claude-md)<a href="https://agentmods.dev/instructions/sanshanjianke/scicompute-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/sanshanjianke/scicompute-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/sanshanjianke/scicompute-mcp/claude-md"><img src="https://agentmods.dev/badge/instructions/sanshanjianke/scicompute-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 | $0.00246 | $0.00246 |
| Opus 5 | $0.00123 | $0.00123 |
| Sonnet 5 | $0.00049 | $0.00049 |
| Haiku 4.5 | $0.00025 | $0.00025 |
Grade A, and why
scicompute-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 10d 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
SciCompute MCP Server
MCP server providing scientific computing capabilities for AI coding assistants.
Available Backends
| Backend | Use Case |
|---|---|
| mathematica | Symbolic computation, numerical computing, plotting |
| sage | Number theory, algebra, symbolic computation |
| julia | High-performance numerical computing, plotting |
| py_scientific | Python scientific computing (NumPy, SciPy, SymPy, Matplotlib) |
| r | Statistical computing, data visualization |
| octave | Numerical computing, plotting |
| matlab | Numerical computing, visualization, matrix operations |
Usage
Call via MCP tools:
mcp__scicompute__compute(code, backend)- Execute computation codemcp__scicompute__stop(backend)- Stop backend processmcp__scicompute__doc(symbol, backend)- Query documentation
Configuration
Backend paths are configured in src/scicompute_mcp/backends/*.py, can be overridden via environment variables:
SAGE_PATH- SageMath pathMATHEMATICA_KERNEL_PATH- Mathematica kernel pathMATLAB_PATH- MATLAB executable path
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.
- 10d ago First seen · 29 lines · 246 tokens per session scan A d676bfc2e71a
scicompute-mcp CLAUDE.md is an instructions file published in the GitHub repository sanshanjianke/scicompute-mcp (5 stars, last pushed 4mo ago), licensed Unlicense. It adds 246 tokens to every session, about $0.0012 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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