by spectral-mcp · MCP Server · ★ 80
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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 | 80 |
| Forks | 8 |
| Language | Python |
| Category | MCP Server |
| License | MIT |
| Quality Score | 65.9588844272522/100 |
| Open Issues | 5 |
| Last Updated | 2026-03-31 |
| Created | 2026-02-12 |
| Platforms | cli, mcp, python |
| Est. Tokens | ~1237k |
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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 80 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 80 stars and 8 forks, indicating an active community.
spectral is released under the MIT license, making it free to use and modify according to the license terms.
The top alternatives to spectral on Agent Skills Hub include LAP, uxc, apicat. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.