mcp-gateway

★ 85

coolify-mcp

★ 616

mcp-gateway vs coolify-mcp

Q: Which is better, mcp-gateway or coolify-mcp?

By GitHub stars, coolify-mcp has more community adoption, but the best choice depends on your specific use case.

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.; coolify-mcp: Coolify MCP Server is a Model Context Protocol server for Coolify, providing 42 token-optimized tools for debugging, management, and deployment. It features smart diagnostics, batch operations, and context-optimized responses that reduce token usage by up to 99%. The server includes built-in documentation search and supports multiple deployment sources.

TL;DR

mcp-gatewayDev Tooling · ★ 85

Connect multiple MCP servers without context window limit

Read mcp-gateway full review →

coolify-mcpDev Tooling · ★ 616

Debug and monitor Coolify applications, servers, and infrastructure via natural language

Read coolify-mcp full review →

Side-by-Side Comparison

Field

mcp-gateway

coolify-mcp

Features

mcp-gateway

01Unlimited 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

coolify-mcp

0142 token-optimized tools for infrastructure, diagnostics, and management

02Smart diagnostics with human-friendly identifiers (domain, IP, name)

03Batch operations (restart project, bulk env update, stop all apps)

04Context-optimized responses (90-99% smaller than raw API)

05Built-in full-text search across Coolify documentation

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

coolify-mcp

↳Debug and monitor Coolify applications, servers, and infrastructure via natural language

↳Manage deployments, environment variables, databases, and services through AI assistants

↳Perform bulk operations like restarting all apps in a project or emergency stop

FAQ

What is the difference between mcp-gateway and coolify-mcp?

Both mcp-gateway and coolify-mcp are in the Dev Tooling category. mcp-gateway has 85 stars, while coolify-mcp has 616 stars.

Which is better, mcp-gateway or coolify-mcp?

The best choice depends on your use case. Choose mcp-gateway if Connect multiple MCP servers without context window limit, and coolify-mcp if Debug and monitor Coolify applications, servers, and infrastructure via natural language.

Is mcp-gateway free or open source?

Yes, mcp-gateway is open source on GitHub (MIT).

Is coolify-mcp free or open source?

Yes, coolify-mcp is open source on GitHub (MIT).

Cloud Infrastructure

Deploy on DigitalOcean

Host your MCP servers, Docker containers, and AI agents with $200 free credit over 60 days.

Claim $200 Free Credit

→

Alternatives to mcp-gateway →Alternatives to coolify-mcp →mcp-gateway details →coolify-mcp details →

TL;DR

Side-by-Side Comparison

Features

Use Cases

FAQ

Deploy on DigitalOcean

Related