# Spectral

> Analyze captured application HTTP traffic with an LLM to generate MCP tools, OpenAPI 3.1 specifications, or GraphQL schemas. Generated tools call the observed API directly after capture and authentication setup.

- Type: Integration
- Targets: App · Protocol · Website
- Category: Website analysis tools
- Relationship: Independent agent integration
- Sources reviewed: 2026-10-16
- Added to the catalog: 2026-10-16
- Original resource: <https://github.com/spectral-mcp/spectral>
- Primary source: <https://github.com/spectral-mcp/spectral/blob/4c0367a1e88849acfe80f3d49ba0cfc649d405c5/README.md>
- Catalog page: <https://awesomerea.org/resources/spectral-mcp/>
- Record JSON: <https://awesomerea.org/resources/spectral-mcp/record.json>
- Chinese version: [简体中文](https://awesomerea.org/zh/resources/spectral-mcp/index.md)

## Requirements & limits

- Python >=3.11; capture through the Chrome extension or MITM proxy, and configure a supported LLM provider or local Ollama endpoint.
- The reviewed v0.11.0 workflow depends on captured traffic and valid application authentication. Analysis and automatic repair use the configured LLM.

## Primary sources

1. <https://github.com/spectral-mcp/spectral/blob/4c0367a1e88849acfe80f3d49ba0cfc649d405c5/README.md>
2. <https://github.com/spectral-mcp/spectral/blob/4c0367a1e88849acfe80f3d49ba0cfc649d405c5/pyproject.toml>
3. <https://github.com/spectral-mcp/spectral/releases/tag/v0.11.0>

## More in Websites

- [jsdeob-workbench](https://awesomerea.org/resources/jsdeob-workbench/index.md) · Tool
- [Browser Reverse Engineering Toolkit](https://awesomerea.org/resources/browser-reverse-engineering-toolkit/index.md) · Tool
- [screenshot-to-code](https://awesomerea.org/resources/screenshot-to-code/index.md) · Tool
- [Dembrandt](https://awesomerea.org/resources/dembrandt/index.md) · Tool
- [shuji](https://awesomerea.org/resources/shuji/index.md) · Tool
- [Obfuscator.io Deobfuscator](https://awesomerea.org/resources/obfuscator-io-deobfuscator/index.md) · Tool

## About this entry

The description was reviewed against primary sources.
Original editorial content: MIT. Linked projects, papers and assets retain their own rights and licenses.