jihe520/MathModelAgent

Health v2 · maintenance only

Flags: no_license

Adoption not part of the score

3791 stars · 354 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

MathModelAgent is a multi-agent LLM application that automates mathematical modeling competitions end-to-end: it analyzes a problem, builds models, writes and executes code via a Jupyter-based code interpreter, and generates a submission-ready paper using Typst templates. It is distributed as a desktop app, a hosted web service, and a set of Claude Code SKILLS, with multi-LLM support via LiteLLM and a RAG knowledge base built on ChromaDB.

Use cases

• automatically solve a math modeling competition problem and write the paper
• generate a submission-ready MCM/ICM or CUMCM paper from a problem statement
• run modeling, coding, and paper writing with multiple LLM agents
• execute optimization or statistical model code and produce charts automatically
• use Typst templates to format a competition paper
• retrieve modeling methods and code templates from a knowledge base
• practice math modeling contests with an AI assistant

When to choose

• you need an end-to-end automated pipeline from problem statement to formatted paper
• you want a desktop app or hosted service that works without setting up Python/Node/Redis
• you compete in contests like CUMCM, MCM/ICM, or Huashu Cup and want template-matched output
• you want per-agent model selection and low-cost workflow-agentless orchestration

When to avoid

• you need a general-purpose agent framework or library to build your own agents
• your task is not mathematical modeling or competition-style paper writing
• you require an OSI-approved license for commercial redistribution (none is provided)
• you need fully offline operation without any LLM API key

Facets

application · maturity active

agent-framework llm-inference rag prompt-engineering data-science machine-learning chat-interface code-review artificial-intelligence large-language-models data-science mathematics education developer-tools python cross-platform windows mathematical-modeling multi-agent paper-generation typst-templates code-interpreter competition skills claude-code litellm chromadb ai-agents automation macos desktop web-server docker

Member repositories

For agents

markdown · JSON · MCP: product_card(name="jihe520/MathModelAgent")