Contextator
Rank #6,092glama/Contextator
Enables turning any collection of documentation into a private, semantically searchable MCP endpoint, with one URL per project and self-hosted in a single Docker container.
Contextator is a Model Context Protocol (MCP) server published by Tunedness. It ranks #6,092 of 137,875 servers tracked on MCP Toplist. Contextator is listed on Glama, with 2 release tags tracked from its GitHub repository. It was first listed on Sep 18, 2026 and most recently updated on Sep 25, 2026.
Ranks ahead of 131,783 of 137,875 servers on MCP Toplist.
Use Contextator
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%2FContextator)<a href="https://mcptoplist.com/server/glama%2FContextator"><img src="https://mcptoplist.com/badge/glama%2FContextator.svg" alt="MCP Toplist: Top 5% of 137,875" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
Tunedness
GitHub releases (2)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.2.0 | Sep 25, 2026 |
| contextator-1.0.0 | Sep 25, 2026 |
Frequently asked questions
- Who maintains Contextator?
- Contextator is maintained by Tunedness, which publishes 1 MCP server (2 total versions) tracked on MCP Toplist.
- Is Contextator listed on the Official MCP Registry?
- Contextator is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Contextator have?
- No registry surfaces explicit version metadata for Contextator; MCP Toplist tracks 2 release tags from its GitHub repository, most recently published on Sep 25, 2026.
- Where can I find the source code for Contextator?
- The source code for Contextator is hosted at github.com/Tunedness/Contextator.
Do you run this server?
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