Spectral
Rank #6,271glama/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 #6,271 of 132,046 servers tracked on MCP Toplist, and its repository has 117 GitHub stars. Spectral is listed on Glama, with 5 release tags tracked from its GitHub repository. It was first listed on Mar 19, 2026 and most recently updated on Mar 27, 2026.
Ranks ahead of 125,775 of 132,046 servers on MCP Toplist.
Use Spectral
No credentials or required configuration declared — add it to your MCP client and go.
This server doesn't publish a machine-readable install config — see the repository README for install instructions.
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[](https://mcptoplist.com/server/glama%2Fspectral-mcp%2Fspectral)<a href="https://mcptoplist.com/server/glama%2Fspectral-mcp%2Fspectral"><img src="https://mcptoplist.com/badge/glama%2Fspectral-mcp%2Fspectral.svg" alt="MCP Toplist: Top 5% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
spectral-mcp
GitHub releases (5)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.11.0 | Mar 27, 2026 |
| v0.10.1 | Mar 27, 2026 |
| v0.10.0 | Mar 27, 2026 |
| v0.9.0 | Mar 22, 2026 |
| v0.8.0 | Mar 19, 2026 |
Frequently asked questions
- Who maintains Spectral?
- Spectral is maintained by spectral-mcp, which publishes 1 MCP server (5 total versions) tracked on MCP Toplist.
- Is Spectral listed on the Official MCP Registry?
- Spectral is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Spectral have?
- No registry surfaces explicit version metadata for Spectral; MCP Toplist tracks 5 release tags from its GitHub repository, most recently published on Mar 27, 2026.
- Where can I find the source code for Spectral?
- The source code for Spectral is hosted at github.com/spectral-mcp/spectral.
Do you run this server?
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