Debug Companion MCP
Rank #81,933glama/shanirap/MCP-SERVER
Enables AI coding agents to debug Python projects by running pytest, extracting failure locations, displaying code context around failures, and optionally requesting fix suggestions from Gemini.
Debug Companion MCP is a Model Context Protocol (MCP) server published by shanirap. It ranks #81,933 of 115,591 servers tracked on MCP Toplist. Debug Companion MCP is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Dec 31, 2025.
Ranks ahead of 33,658 of 115,591 servers on MCP Toplist.
Use Debug Companion MCP
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%2Fshanirap%2FMCP-SERVER)<a href="https://mcptoplist.com/server/glama%2Fshanirap%2FMCP-SERVER"><img src="https://mcptoplist.com/badge/glama%2Fshanirap%2FMCP-SERVER.svg" alt="MCP Toplist: #81,933 of 115,591" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
shanirap
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
- Who maintains Debug Companion MCP?
- Debug Companion MCP is maintained by shanirap, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is Debug Companion MCP listed on the Official MCP Registry?
- Debug Companion MCP is not on the Official MCP Registry. It is listed on Glama.
- How many versions does Debug Companion MCP have?
- Debug Companion MCP ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for Debug Companion MCP?
- The source code for Debug Companion MCP is hosted at github.com/shanirap/MCP-SERVER.