mcp-gateway
★ 29
vs
Auto-claude-code-research-in-sleep
★ 11.0k
mcp-gateway vs Auto-claude-code-research-in-sleep
mcp-gateway: MCP Gateway sits between AI clients and tools, exposing 4 meta-tools for dynamic discovery. It supports unlimited backends via MCP protocols and REST APIs with YAML capabilities, saving up to 97% token overhead. Features include hot reload, circuit breakers, and a web dashboard.; 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.
01
TL;DR
Choose mcp-gateway if…Connect multiple MCP servers without context window limit
Choose Auto-claude-code-research-in-sleep if…Explore new research areas and discover novel ideas through literature surveys and brainstorming.
02
Side-by-Side Comparison
03
Features
mcp-gateway01Unlimited tools with minimal tokens (97% savings)
02Any REST API to MCP tool via YAML or OpenAPI import
03Hot reload without losing AI session
04Production resilience (circuit breakers, retry, rate limiting)
05Web dashboard for live status and cost tracking
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.
04
Use Cases
mcp-gateway↳Connect multiple MCP servers without context window limit
↳Turn any REST API into an MCP tool without coding
↳Change MCP configuration without restarting AI session
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.
05
Best For
mcp-gatewayTrendingAPI Integration
Auto-claude-code-research-in-sleepTrendingMulti-AgentWorkflow Automation
FAQ
FAQ
What is the difference between mcp-gateway and Auto-claude-code-research-in-sleep?
Both mcp-gateway and Auto-claude-code-research-in-sleep are in the Dev Tooling category. mcp-gateway has 29 stars, while Auto-claude-code-research-in-sleep has 11.0k stars.
Which is better, mcp-gateway or Auto-claude-code-research-in-sleep?
The best choice depends on your use case. Choose mcp-gateway if Connect multiple MCP servers without context window limit, and Auto-claude-code-research-in-sleep if Explore new research areas and discover novel ideas through literature surveys and brainstorming..
Is mcp-gateway free or open source?
Yes, mcp-gateway is open source on GitHub (MIT).
Is Auto-claude-code-research-in-sleep free or open source?
Yes, Auto-claude-code-research-in-sleep is open source on GitHub (MIT).
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