Auto-claude-code-research-in-sleep
★ 11.0k
vs
gomcp
★ 13
Auto-claude-code-research-in-sleep vs gomcp
Auto-claude-code-research-in-sleep: Auto-claude-code-research-in-sleep (ARIS) is a set of custom Claude Code skills for autonomous ML research workflows. It orchestrates cross-model collaboration, with Claude Code executing research tasks and an external LLM (like GPT-5.4) critically reviewing. This system can autonomously discover ideas, run experiments, and write/refine research papers, allowing researchers to wake up to ready-to-submit results.; gomcp: GoMCP is a Go framework for building Model Context Protocol servers — described as "Gin for MCP." It provides struct-tag-based automatic JSON schema generation, a full middleware chain (logging, auth, rate limiting, OpenTelemetry), tool groups, and one-line imports for Gin routes, OpenAPI/Swagger specs, and gRPC services. Built-in Bearer/API Key/Basic auth with RBAC and an inspector UI included.
01
TL;DR
Choose Auto-claude-code-research-in-sleep if…Explore new research areas and discover novel ideas through literature surveys and brainstorming.
Choose gomcp if…Building production-grade MCP servers in Go with minimal boilerplate
02
Side-by-Side Comparison
03
Features
Auto-claude-code-research-in-sleep0118 composable skills for flexible workflow chaining.
02Automated idea discovery including literature survey, brainstorming, novelty check, and GPU pilot experiments.
03Autonomous multi-round review loop to iteratively improve research with experiments.
04Comprehensive paper writing pipeline from narrative to submission-ready LaTeX/PDF.
05Cross-model collaboration for adversarial review, breaking single-model blind spots.
gomcp01Automatic JSON Schema generation from Go struct tags (no manual schema writing)
02Full middleware chain: logger, auth, rate limiting, and OpenTelemetry tracing
03One-line import for Gin routes, OpenAPI/Swagger specs, and gRPC services
04Built-in Bearer, API Key, and Basic auth with RBAC support
05Inspector UI and mcptest package for testing included
04
Use Cases
Auto-claude-code-research-in-sleep↳Explore new research areas and discover novel ideas through literature surveys and brainstorming.
↳Automate the iterative review and refinement of research projects, including running experiments, until submission-ready.
↳Transform research narratives into submission-ready academic papers with a full writing and formatting pipeline.
gomcp↳Building production-grade MCP servers in Go with minimal boilerplate
↳Exposing existing Gin or gRPC services as MCP tools without rewriting
↳Adding authentication and rate limiting to MCP servers via middleware
05
Best For
Auto-claude-code-research-in-sleepTrendingMulti-AgentWorkflow Automation
gomcp—
FAQ
FAQ
What is the difference between Auto-claude-code-research-in-sleep and gomcp?
Both Auto-claude-code-research-in-sleep and gomcp are in the Workflow Automation category. Auto-claude-code-research-in-sleep has 11.0k stars, while gomcp has 13 stars.
Which is better, Auto-claude-code-research-in-sleep or gomcp?
The best choice depends on your use case. Choose Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming., and gomcp if Building production-grade MCP servers in Go with minimal boilerplate.
Is Auto-claude-code-research-in-sleep free or open source?
Yes, Auto-claude-code-research-in-sleep is open source on GitHub (MIT).
Is gomcp free or open source?
Yes, gomcp is open source on GitHub (Apache-2.0).
→