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Compare scores, permissions, risks, and fit in one decision-focused table.

DimensionCoolify MCP ServerMCP server for managing self-hosted PaaS Coolify with 44 optimized tools.Context7Upstash's official server providing up-to-date third-party library docs for AI coding assistants
FMRS68 / 100 · C80 / 100 · B
Reliability10 / 2014 / 20
Security and permissions15 / 2016 / 20
Maintenance14 / 2017 / 20
Documentation15 / 2015 / 20
Setup experience14 / 2018 / 20
Best for
  • Developers and DevOps professionals using Coolify for self-hosted PaaS.
  • Teams looking to simplify daily deployment and operations with AI assistants.
  • Scenarios involving multiple Coolify instances.
  • Developers using fast-moving frameworks/libraries worried about the AI suggesting stale code
  • Scenarios wanting zero-config documentation lookup
Not for
  • Users without a Coolify instance.
  • Operations that need fully automated destructive actions without confirmation (though you can disable confirmations with COOLIFY_MCP_ELICITATION=off).
  • Deployments to incompatible Coolify versions (only v4.0 and above supported).
  • Looking up internal/private codebase documentation (Context7 targets publicly published open-source libraries)
  • Cases needing very high coverage of obscure, niche libraries (coverage depends on what Context7's platform has indexed)
Required permissions
  • Requires a Coolify API access token (COOLIFY_ACCESS_TOKEN); its permissions determine what operations the MCP can perform.
  • Can read and modify resources such as apps, databases, services, and environment variables.
  • Destructive operations (e.g., delete, stop) trigger human confirmation unless disabled.
  • Usable without an API key (subject to a free-tier rate limit); CONTEXT7_API_KEY is an optional credential for higher quota
  • Read-only documentation lookup — no code execution or local filesystem access involved
Risks and side effects
  • If the API token has excessive permissions, unexpected deletion or stopping of resources could occur.
  • Destructive operations may cause data loss, but the confirmation mechanism reduces risk.
  • Sensitive information (like passwords and keys) is masked by default, but enabling reveal could pose a leak risk.
  • The free tier has limited quota — high-frequency use may hit rate limits
  • Documentation content comes from Context7's platform index, so its accuracy and freshness depend on that platform's crawl cadence
Supported clientsClaude Desktop, Claude Code, CursorClaude Code, VS Code, Cursor, Cline, Amp
Tools442