Debug Companion MCP
Rank #97,988glama/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.
What you can do with Debug Companion MCP
Debug Companion MCP is a Model Context Protocol (MCP) server published by shanirap. It ranks #97,988 of 144,396 active servers on MCP Toplist. Debug Companion MCP is listed on Glama; no version information is available from the registries that list it or from its repository. It was first listed on Dec 31, 2025.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What Debug Companion MCP can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using Debug Companion MCP
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect Debug Companion MCP and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
What changed, and when this was checked
- First listed
- Dec 31, 2025
- Version history
- Unavailable — no registry exposes versions and no release tags were found
- Requirements evidence
- Declared by Glama, last synced Oct 16, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 16, 2026
- Glama ↗listed since Apr 26, 2026 · still listed
Do you maintain Debug Companion MCP? to correct or enrich this profile.
Version information unavailable
The registry that lists this server does not expose version metadata, and no release tags were found on the linked repository. MCP Toplist cannot say how, or whether, this server is versioned.
Ranks ahead of 46,408 of 144,396 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](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: #97,988 of 144,396" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains Debug Companion MCP?
- Debug Companion MCP is maintained by shanirap, which publishes 1 MCP server 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?
- Version information is unavailable for Debug Companion MCP: no registry that lists it exposes version metadata, and no release tags were found on its repository.
- 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.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.