autoresearch-mcp
Rank #23,686glama/ShreeMulay/autoresearch-mcp
An MCP server that implements Andrej Karpathy's autoresearch pattern for iterative experimentation, offering a composable technique catalog, experiment scaffolding, and SQLite-backed tracking for AI-assisted optimization loops.
autoresearch-mcp is a Model Context Protocol (MCP) server published by shreemulay. It ranks #23,686 of 132,046 servers tracked on MCP Toplist. autoresearch-mcp is listed across 2 registries — PulseMCP and Glama, and ships as a single rolling release with no explicit version metadata. It was first listed on Apr 4, 2026.
Ranks ahead of 108,360 of 132,046 servers on MCP Toplist.
Use autoresearch-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%2FShreeMulay%2Fautoresearch-mcp)<a href="https://mcptoplist.com/server/glama%2FShreeMulay%2Fautoresearch-mcp"><img src="https://mcptoplist.com/badge/glama%2FShreeMulay%2Fautoresearch-mcp.svg" alt="MCP Toplist: Top 25% of 132,046" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Listed on 2 registries
shreemulay
Not versioned
This server is published through registries that do 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 autoresearch-mcp?
- autoresearch-mcp is maintained by shreemulay, which publishes 1 MCP server (0 total versions) tracked on MCP Toplist.
- Is autoresearch-mcp listed on the Official MCP Registry?
- autoresearch-mcp is not on the Official MCP Registry. It is listed on PulseMCP and Glama.
- How many versions does autoresearch-mcp have?
- autoresearch-mcp ships as a single rolling release with no explicit version metadata.
- Where can I find the source code for autoresearch-mcp?
- The source code for autoresearch-mcp is hosted at github.com/shreemulay/autoresearch-mcp.
Do you run this server?
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