MCP.Market

Snapdec MCP server

by aktonay·io.github.aktonay/snapdec·v0.6.0·2 stars
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Snap decisions for coding agents: local or hosted classify/check/score/rank via MCP.

A85/100grade A
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Safety scan
A85/100

full report

Adoption
Growing

2 stars498 downloads/wk

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

Snapdec tools (6)

write = sends, deletes, buys or posts

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

  • ask
  • check
  • classify
  • project_facts
  • rank
  • score

Public scan report

scanner v0.1.10 · 2026-10-13 · same rubric, same numbers if you re-run it

1 medium
  • Code scan41 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 3 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10

Findings (1)

  • mediumeval / new Function usedexec.eval
    snapdec-0.6.0/src/snapdec/runtime/d2serve.py: …rust_remote_code=True) return model.eval() def _coerce_state(payload: dict[str,…
Overall 85/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Snapdec compares

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

Safety score
85/100
higher than 73% of 767 SEO servers
Tools
6
the typical SEO server has 6
Tools that change things
0%
typical: 0%. Fewer write tools means less an agent can break
GitHub stars
2
more than 75% of 398 SEO servers
Downloads a week
498
more than 93% of 160 SEO servers with a package

What its tools let an agent do: 6 read

Install Snapdec in Claude Code, Cursor or VS Code

claude mcp add snapdec -- uvx snapdec
Add to Cursor

Snapdec: common questions

Is Snapdec MCP server safe?
Yes, by our scan: it is graded A (85/100). Read the Snapdec safety report
How do I install Snapdec?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Snapdec need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Snapdec maintained?
The last commit was 21 days ago (2026-10-11). The latest release is v0.6.0.
What can I use instead of Snapdec?
Servers from other publishers that do the same job: TypeSafe Jev MCP server, DispatchSEO MCP server and Open SEO Crawler MCP server. Compare all Snapdec alternatives.
How does Snapdec compare with other SEO MCP servers?
safety score 85/100 (higher than 73% of 767 SEO servers); tools 6 (the typical SEO server has 6); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Snapdec

Same job from other publishers: the closest match first, then the best rated.

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  • Open SEO Crawler
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    A
  • Librecrawl — Technical SEO Audit MCP Server
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