haoming-luo/agentfem-mcp

Overview

MCP server that exposes AgentFEM finite-element simulation capabilities to AI assistants. It provides tools to create, validate, run, inspect, and verify simulations. Written in Python.

Best for

Best for
Developers building AI-assisted finite-element analysis workflows

Use cases

• Have an AI assistant set up a finite-element simulation from a problem statement
• Automatically validate simulation inputs before running
• Inspect and verify results within an MCP-compatible client

How to use

Install

python -m pip install agentfem-mcp

Tools exposed

• describe_system
• create_project
• validate_project
• inspect_project
• submit_run
• get_run_status
• get_result_summary
• AGENTFEM_MCP_ROOTS
• AGENTFEM_COMMAND

Tested with

Claude Desktop, Claude Code, VS Code, ChatGPT

Notes

MCP server that exposes AgentFEM finite-element simulation capabilities to AI assistants. It provides tools to create, validate, run, inspect, and verify simulations. Written in Python.

0 stars on GitHub. Last updated 2026-09-15.

Use cases

• Have an AI assistant set up a finite-element simulation from a problem statement
• Automatically validate simulation inputs before running
• Inspect and verify results within an MCP-compatible client

Pros

• Official interface for AgentFEM
• Covers the full simulation lifecycle from creation to verification
• Uses the standardized MCP protocol for easy integration

Cons

• No community adoption yet (0 stars)
• Requires familiarity with AgentFEM and finite-element modeling
• Python-only implementation

Indexed from awesome-mcp-servers-punkpeye and enriched against its public facts.