# Axiomatic AI

> Use this tool when you need to streamline scientific and engineering workflows by automating tasks such as photonic circuit design, document processing, and data analysis. Axiomatic AI provides a suite of modular servers with specialized tools and APIs to solve problems in domains like optical engineering, data extraction, and mathematical modeling. It accepts various inputs, including PDFs, images, and experimental data, and outputs annotated documents, extracted data, and optimized models, making it ideal for researchers and engineers working with technical workflows.

Canonical page: https://skillsregistry.net/skills/axiomatic-ai  
JSON: https://api.skillsregistry.net/v1/skills/axiomatic-ai

## Description

A collection of modular MCP servers built by the Axiomatic AI team that provides specialized tools for scientific and engineering workflows, featuring six domain-specific servers: photonic integrated circuit design and simulation with gdsfactory integration, document processing with advanced OCR for PDFs, plot data extraction from images, equation composition and analysis, PDF annotation with contextual analysis, and model fitting with optimization capabilities. Built with FastMCP and featuring telemetry middleware, API client integration with the Axiomatic AI platform, and comprehensive tooling for each domain including circuit netlisting, wavelength analysis, Jupyter notebook generation, and structured data extraction, making it ideal for researchers, engineers, and scientists working with technical documents, photonic circuits, experimental data analysis, and mathematical modeling workflows.

## Trust

- **Trust score (0–1):** 0.63
- **Verification tier:** scanned
- **Last scanned:** 2026-09-02

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** media
- **Updated:** 2026-09-02

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/axiomatic-ai)
- **Repository:** <https://github.com/axiomatic-ai/ax-mcp>

## Use it

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "axiomatic-ai"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/axiomatic-ai` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/axiomatic-ai/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt