MCP.Market

Math MCP server

by andylbrummer·io.github.andylbrummer/math-mcp·v0.1.6·2 stars
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GPU-accelerated MCP server: symbolic algebra, numerical computing, FFT, optimization, linear algebra

B74/100grade B
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Safety scan
B74/100

full report

Adoption
New

2 stars

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If you have run it, two minutes of your experience saves the next person an afternoon.

Math tools (12, 1 write)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • create_arraywrite action

    Create arrays with various initialization patterns

  • fft

    Fast Fourier Transform

  • find_roots

    Find roots of equations

  • ifft

    Inverse Fast Fourier Transform

  • info

    Progressive discovery of Math MCP capabilities

  • matrix_multiply

    GPU-accelerated matrix multiplication

  • optimize_function

    Minimize a function

  • solve_linear_system

    Solve linear system Ax = b

  • symbolic_diff

    Compute symbolic derivatives

  • symbolic_integrate

    Compute symbolic integrals

  • symbolic_simplify

    Simplify symbolic expressions

  • symbolic_solve

    Solve symbolic equations using SymPy

Public scan report

scanner v0.1.10 · 2026-10-01 · same rubric, same numbers if you re-run it

1 medium
  • Code scan4 source files scanned20/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 153 days ago8/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • mediumeval / new Function usedexec.eval
    scicomp_math_mcp-0.1.6/src/math_mcp/server.py: … ) arr = ensure_array(eval(func_str, namespace).astype(dtype), use_…
Overall 74/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Math compares

Against every graded Developer tools MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
74/100
higher than 38% of 1,119 Developer tools servers
Tools
12
the typical Developer tools server has 7
Tools that change things
8%
typical: 5%. Fewer write tools means less an agent can break
GitHub stars
2
more than 65% of 855 Developer tools servers

What its tools let an agent do: 11 read · 1 create

Install Math in Claude Code, Cursor or VS Code

claude mcp add math-mcp -- uvx scicomp-math-mcp
Add to Cursor

Math: common questions

Is Math MCP server safe?
Mostly: it is graded B (74/100). Read the Math safety report
How do I install Math?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Math need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Math maintained?
The last commit was 186 days ago (2026-05-01). The latest release is v0.1.6.
What can I use instead of Math?
Servers from other publishers that do the same job: HomeLab Monitor MCP server.
How does Math compare with other Developer tools MCP servers?
safety score 74/100 (higher than 38% of 1,119 Developer tools servers); tools 12 (the typical Developer tools server has 7); tools that change things 8% (typical: 5%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Math

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  • HomeLab Monitor
    Self-hosted homelab dashboard with a built-in read-only MCP server (hosts, Docker, GPU, services).
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