AI Engineering Assistant MCP Server
Rank #57,917glama/GautamSutar/AI-Engineering-Assistant-MCP-Server
Enables LLMs to query real job data and summarize backend job failures using MCP tools backed by a SQLite database.
AI Engineering Assistant MCP Server is a Model Context Protocol (MCP) server published by GautamSutar. It ranks #57,917 of 137,138 servers tracked on MCP Toplist. AI Engineering Assistant MCP Server is listed on Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Sep 21, 2026.
Ranks ahead of 79,221 of 137,138 servers on MCP Toplist.
Use AI Engineering Assistant MCP Server
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%2FGautamSutar%2FAI-Engineering-Assistant-MCP-Server)<a href="https://mcptoplist.com/server/glama%2FGautamSutar%2FAI-Engineering-Assistant-MCP-Server"><img src="https://mcptoplist.com/badge/glama%2FGautamSutar%2FAI-Engineering-Assistant-MCP-Server.svg" alt="MCP Toplist: Top 50% of 137,138" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 1 registry
GautamSutar
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 AI Engineering Assistant MCP Server?
- AI Engineering Assistant MCP Server is maintained by GautamSutar, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is AI Engineering Assistant MCP Server listed on the Official MCP Registry?
- AI Engineering Assistant MCP Server is not on the Official MCP Registry. It is listed on Glama.
- How many versions does AI Engineering Assistant MCP Server have?
- AI Engineering Assistant MCP Server ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for AI Engineering Assistant MCP Server?
- The source code for AI Engineering Assistant MCP Server is hosted at github.com/GautamSutar/AI-Engineering-Assistant-MCP-Server.
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