spectral-mcp/spectral
Browse any app normally. Spectral captures the traffic, understands what each API call does, and generates MCP tools that AI agents can call directly.
This project helps AI agents interact directly with any web or mobile application without needing slow browser automation. You use the app normally, and Spectral captures all the underlying API communication. It then converts this captured traffic into usable tools that your AI agents can call directly, making them much faster and more reliable. This is for developers, AI engineers, or anyone building AI agents that need to integrate with existing applications.
Use this if you need your AI agents to perform actions or retrieve data from web, mobile, or desktop applications by calling their private APIs directly, rather than relying on brittle browser automation.
Not ideal if you're looking for a simple no-code solution for basic web scraping or if your application already provides a well-documented public API for AI integration.
Stars
59
Forks
7
Language
Python
License
MIT
Category
Last pushed
Mar 17, 2026
Commits (30d)
0
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