by spectral-mcp · MCP Server · ★ 120
Install · Why Spectral · How it works · Documentation · Website AI agents shouldn't need browser automation. Mobile and web apps talk to private APIs all day — Spectral gives that same access to you
| Stars | 120 |
| Forks | 13 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 65.9588844272522/100 |
| Open Issues | 6 |
| Last Updated | 2026-03-31 |
| Created | 2026-02-12 |
| Platforms | cli, mcp, python |
| Est. Tokens | ~1237k |
These tools work well together with spectral for enhanced workflows:
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spectral is Browse any app normally. Spectral captures the traffic, understands what each API call does, and generates MCP tools that AI agents can call directly.. It is categorized as a MCP Server with 120 GitHub stars.
spectral is primarily written in Python. It covers topics such as api, api-discovery, cli.
You can find installation instructions and usage details in the spectral GitHub repository at github.com/spectral-mcp/spectral. The project has 120 stars and 13 forks, indicating an active community.
spectral is released under the MIT license, making it free to use and modify according to the license terms.