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AgentFEM MCP server

by haoming-luo·io.github.haoming-luo/agentfem·v0.1.0
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Build, run, inspect, and verify finite-element simulations with AgentFEM.

A92/100grade A
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Safety scan
A92/100

full report

Adoption
New

0 stars17 downloads/wk

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

AgentFEM tools (7, 4 write)

write = sends, deletes, buys or posts

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

  • create_projectwrite action

    Create a new project from one version-matched official AgentFEM template inside an approved root.

  • describe_system

    Inspect the installed AgentFEM runtime and approved roots. Use summary first; request full only when selecting an advanced capability.

  • get_result_summary

    Read the structured scientific result for a completed job or the project's latest run, including its trust state.

  • get_run_statuswrite action

    Read one submitted run's status and any AgentFEM execution evidence currently available.

  • inspect_project

    Read project validation and recent immutable run identities without modifying the project.

  • submit_runwrite action

    After preflight, start a finite-element run in a separate process and return a durable job identity immediately.

  • validate_projectwrite action

    Run fail-closed structural and compatibility checks without solving the project.

Public scan report

scanner v0.1.10 · 2026-10-03 · same rubric, same numbers if you re-run it

no findings
  • Code scan13 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 14 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How AgentFEM compares

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

Safety score
92/100
higher than 93% of 48,243 servers
Tools
7
the typical server has 7
Tools that change things
57%
typical: 0%. Fewer write tools means less an agent can break
Downloads a week
17
more than 5% of 12,306 servers with a package

What its tools let an agent do: 3 read · 1 create · 3 change

Install AgentFEM in Claude Code, Cursor or VS Code

claude mcp add agentfem -- uvx agentfem-mcp
Add to Cursor

What the publisher says

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

AgentFEM MCP

One finite-element platform. Any compatible agent. Evidence intact.

AgentFEM MCP gives Codex, Claude, and other MCP-compatible agents a small, stable tool surface for building and running inspectable finite-element projects. AgentFEM remains the deterministic scientific engine; the agent interprets intent and explains evidence.

Install from PyPI · Discover in the official MCP Registry · Read the AgentFEM agent guide

For a supported desktop client on macOS or Linux, download the tiny AgentFEM-0.1.0.mcpb connection bundle from the 0.1.0 release. It installs only the interface; the AgentFEM scientific runtime remains the single source of solver capabilities, upgrades, and results.

It exposes seven tools—not hundreds of solver internals:

Bring it to life

Want to see the underlying workflow before installing?

  • Explore a 3D structural-design case: compare support weight and deflection under the same load. The public browser edition uses precomputed candidates.
  • Try the simulation-to-surrogate mini-lab: ten real FEM outputs, a small NumPy model, and an interactive notebook.
  • Follow the AI-assisted cantilever quick start: create a readable project, run it, and inspect its numerical result.

AgentFEM must already be installed. With uvx, Codex needs one command and the adapter remains isolated from the numerical environment:

codex mcp add agentfem \
  --env AGENTFEM_MCP_ROOTS=/absolute/path/to/AgentFEMProjects \
  -- uvx --from agentfem-mcp agentfem-mcp

Or install the lightweight adapter in the active environment:

python -m pip install agentfem-mcp

The 0.1.0 lifecycle is acceptance-tested with the public AgentFEM 0.3.3 CLI contracts and the current 0.3.7 development line.

Give your agent a project root, not your whole home directory.

Codex

Codex officially supports local stdio MCP servers. Confirm the connection with codex mcp list, then begin with:

Use AgentFEM to create, validate, run, verify, and briefly explain a 2D

cantilever. Keep the project and result paths visible.

Claude Desktop and compatible clients

Shortened. The full README is on GitHub.

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

AgentFEM: common questions

Is AgentFEM MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the AgentFEM safety report
How do I install AgentFEM?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does AgentFEM need an API key?
No secret keys are declared. It reads 2 settings from the environment.
Is AgentFEM maintained?
The last commit was 47 days ago (2026-09-19). The latest release is v0.1.0.
How does AgentFEM compare with other MCP servers?
safety score 92/100 (higher than 93% of 48,243 servers); tools 7 (the typical server has 7); tools that change things 57% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.