Spectral
Rank #2885glama/spectral-mcp/spectral
Spectral records HTTP traffic from apps, uses an LLM to understand API calls, and generates MCP tools that let AI agents call private APIs directly without browser automation.
Spectral is a Model Context Protocol (MCP) server published by spectral-mcp. It ranks #2885 of 58,900 servers tracked on MCP Toplist, and its repository has 97 GitHub stars. Spectral is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on May 29, 2026.
Ranks ahead of 56,015 of 58,900 servers on MCP Toplist.
Use Spectral
Spectral doesn’t publish a machine-readable install config. Follow the setup instructions in its repository ↗, or open one of its registry listings above.
Listed on 1 registry
spectral-mcp
Not versioned
This server is published through a registry that does not expose explicit version metadata, and no GitHub release tags were found on the linked repository. The listing tracks a single rolling release.
Frequently asked questions
- What is Spectral?
- Spectral records HTTP traffic from apps, uses an LLM to understand API calls, and generates MCP tools that let AI agents call private APIs directly without browser automation.
- Who maintains Spectral?
- Spectral is maintained by spectral-mcp, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Spectral an official MCP server?
- Spectral is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Spectral have?
- Spectral ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Spectral?
- The source code for Spectral is hosted at github.com/spectral-mcp/spectral.