MCP AI Bug Helper
Rank #88,940glama/meinzeug/mcp-ai-bug-helper
Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.
MCP AI Bug Helper is a Model Context Protocol (MCP) server published by meinzeug. It ranks #88,940 of 137,492 servers tracked on MCP Toplist. MCP AI Bug Helper is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Nov 17, 2025.
Ranks ahead of 48,552 of 137,492 servers on MCP Toplist.
Use MCP AI Bug Helper
Requires user-supplied configuration before first use — typically an API key, token or connection string set via environment variables.
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%2Fmeinzeug%2Fmcp-ai-bug-helper)<a href="https://mcptoplist.com/server/glama%2Fmeinzeug%2Fmcp-ai-bug-helper"><img src="https://mcptoplist.com/badge/glama%2Fmeinzeug%2Fmcp-ai-bug-helper.svg" alt="MCP Toplist: #88,940 of 137,492" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
meinzeug
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 MCP AI Bug Helper?
- MCP AI Bug Helper is maintained by meinzeug, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is MCP AI Bug Helper listed on the Official MCP Registry?
- MCP AI Bug Helper is not on the Official MCP Registry. It is listed on Glama.
- How many versions does MCP AI Bug Helper have?
- MCP AI Bug Helper ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for MCP AI Bug Helper?
- The source code for MCP AI Bug Helper is hosted at github.com/meinzeug/mcp-ai-bug-helper.
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