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Dfxm Geo MCP server

by borgi-s·io.github.borgi-s/dfxm-geo-mcp·v0.1.0
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MCP server for the dfxm-geo dark-field X-ray microscopy forward model

A88/100grade A
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Safety scan
A88/100

full report

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

Dfxm Geo tools (9, 2 write)

write = sends, deletes, buys or posts

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

  • find_reflections

    List Laue-reachable reflections for the config's crystal mount and beam energy.

  • get_job_result

    Fetch a finished bootstrap job's result (kernel path) or its error.

  • get_job_status

    Poll a bootstrap job's state and progress.

  • predict_visibility

    Score how visible a dislocation is in each Laue-reachable reflection (g.b).

  • run_forwardwrite action

    Run a preview-scale forward simulation, save the DFXM image to a file, and return it.

  • run_rockingwrite action

    Run a bounded φ rocking scan and write a self-contained INTERACTIVE HTML viewer (a frame scrubber + a live rocking-curve plot) that opens full-size in any browser and is surfaced by file-showing clients (Cowork).

  • scaffold_config

    Return a valid starter dfxm-geo config (TOML text) for the requested crystal/reflection.

  • start_bootstrap

    Build the MC resolution kernel for a reflection/energy (long; returns a job id).

  • validate_config

    Parse a dfxm-geo TOML config and report structured issues, or the resolved summary.

Public scan report

scanner v0.1.9 · 2026-09-26 · same rubric, same numbers if you re-run it

no findings
  • Code scan20 source files scanned25/25
  • –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 88 days ago12/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 88/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Dfxm Geo compares

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

Safety score
88/100
higher than 80% of 4,460 AI and agents servers
Tools
9
the typical AI and agents server has 6
Tools that change things
22%
typical: 0%. Fewer write tools means less an agent can break

What its tools let an agent do: 6 read · 3 run or deploy

Install Dfxm Geo in Claude Code, Cursor or VS Code

claude mcp add dfxm-geo-mcp -- uvx dfxm-geo-mcp
Add to Cursor

What the publisher says

From the Dfxm Geo repository's README, as published. We do not edit it. Read it on GitHub

dfxm-geo-mcp

An MCP server that lets an AI client drive the dfxm-geo dark-field X-ray microscopy forward model: validate and scaffold configs, enumerate reachable reflections, and render preview-scale simulations.

Run

uvx dfxm-geo-mcp

Claude Desktop (claudedesktopconfig.json):

{"mcpServers": {"dfxm-geo": {"command": "uvx", "args": ["dfxm-geo-mcp"]}}}

Or: pip install dfxm-geo-mcp then dfxm-geo-mcp.

First run pulls a heavy scientific stack (numba/scipy) and warms a JIT cache (~10 s once). No fake demo mode — the sims are real.

Tools

validateconfig · findreflections · predictvisibility (g·b reflection-visibility ranking; structured scores plus a self-contained .html) · scaffoldconfig · runforward (analytic preview; saves a PNG and a self-contained .html) · runrocking (interactive φ-rocking-curve viewer: a single self-contained .html with a frame scrubber + live rocking-curve plot) · startbootstrap / getjobstatus / getjob_result (MC fidelity).

Both runforward and runrocking write self-contained HTML (image(s) embedded, all CSS/JS inline, no external origins) that opens full-size in any browser and is surfaced by file-showing clients.

Architecture

A protocol-agnostic ops layer wrapping dfxm-geo, under a thin FastMCP adapter. See docs/superpowers/specs/.

Roadmap (v2)

run_identify · remote HTTP transport · .mcpb bundle.

<!-- mcp-name: io.github.borgi-s/dfxm-geo-mcp -->

Nothing above is checked by us. What we check is on the safety report.

Dfxm Geo: common questions

Is Dfxm Geo MCP server safe?
Yes, by our scan: it is graded A (88/100). Read the Dfxm Geo safety report
How do I install Dfxm Geo?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Dfxm Geo need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Dfxm Geo maintained?
The last commit was 127 days ago (2026-06-30). The latest release is v0.1.0.
What can I use instead of Dfxm Geo?
Servers from other publishers that do the same job: Robin: AI-Powered Dark Web OSINT MCP server.
How does Dfxm Geo compare with other AI and agents MCP servers?
safety score 88/100 (higher than 80% of 4,460 AI and agents servers); tools 9 (the typical AI and agents server has 6); tools that change things 22% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to Dfxm Geo

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