--- title: APIs aren’t dead. Here’s where MCP fits alongside them. description: MCP and APIs serve distinct roles in incident management rather than competing. APIs excel at deterministic, repeatable workflows requiring speed, consistency,... canonical: https://daily.dev/posts/apis-aren-t-dead-here-s-where-mcp-fits-alongside-them--dkhwz2b4y twitter:card: summary_large_image twitter:site: @dailydotdev og:type: website og:site_name: daily.dev og:title: APIs aren’t dead. Here’s where MCP fits alongside them. | daily.dev og:description: MCP and APIs serve distinct roles in incident management rather than competing. APIs excel at deterministic, repeatable workflows requiring speed, consistency,... og:url: https://daily.dev/posts/apis-aren-t-dead-here-s-where-mcp-fits-alongside-them--dkhwz2b4y og:image: https://api.daily.dev/og/posts/DkHwZ2B4y.png og:image:alt: APIs aren’t dead. Here’s where MCP fits alongside them. og:image:width: 1200 og:image:height: 630 og:locale: en --- > ## Documentation Index > Fetch the complete documentation index at: https://daily.dev/llms.txt > Use this file to discover all available pages before exploring further. # APIs aren’t dead. Here’s where MCP fits alongside them. **[The New Stack](https://daily.dev/sources/newstack)** · 5 min read · 1 upvotes · 0 comments ## Summary MCP and APIs serve distinct roles in incident management rather than competing. APIs excel at deterministic, repeatable workflows requiring speed, consistency, and strict security controls (audit logs, granular permissions). MCP shines in non-deterministic scenarios where AI agents need to gather context across multiple tools using natural language — such as triage, diagnosis, and investigation. A comparison table outlines pros/cons of each. The key takeaway: use APIs for automated mitigation workflows and MCP for context-driven, exploratory tasks where human-in-the-loop approval matters. ## Full article daily.dev links to this article rather than hosting it. Read it at the original source: ## Questions this post answers ### When should I use MCP instead of a traditional API for incident management automation? MCP is best for non-deterministic paths like triage, diagnosis, and investigation, where human operators use natural language to gather context from multiple tools such as monitoring platforms, Slack, or Microsoft Teams. APIs remain better for deterministic, repeatable workflows requiring fast, certain action, such as automated mitigation steps, since they offer precise control, explicit authentication, and audit logs needed for compliance like SOC2. _daily.dev surfaces practical takes for engineers deciding where MCP fits alongside existing API workflows._ ### Does MCP replace REST APIs in system integrations? No, MCP does not replace APIs; it creates a standardized layer through which AI agents can access context from multiple tools and vendors. APIs still provide direct system-to-system integration with precise control, while MCP is designed specifically for connecting AI assistants and agents to external data sources and tools through natural language and contextual awareness. _Engineers weighing MCP against API-first architectures can track this ongoing debate on daily.dev._ ## Similar posts on daily.dev - [MCP vs API: How they work together and when to use each](https://daily.dev/posts/mcp-vs-api-how-they-work-together-and-when-to-use-each-ldjhqje0e) · CircleCI · 10 upvotes · 3 comments - [MCP vs APIs: What's the Real Difference?](https://daily.dev/posts/mcp-vs-apis-what-s-the-real-difference--f1eaif4rt) · freeCodeCamp · 6 upvotes · 0 comments - [MCP is everywhere, but don’t panic. Here’s why your existing APIs still matter.](https://daily.dev/posts/mcp-is-everywhere-but-don-t-panic-here-s-why-your-existing-apis-still-matter--bz3qbjc2t) · The New Stack · 1 upvotes · 0 comments - [Using MCP For API Documentation Discovery](https://daily.dev/posts/using-mcp-for-api-documentation-discovery-d2pyfbuyu) · Nordic APIs · 1 upvotes · 0 comments --- Tags: [#ai-agents](https://daily.dev/tags/ai-agents), [#infrastructure](https://daily.dev/tags/infrastructure), [#mcp](https://daily.dev/tags/mcp) [View this post on daily.dev](https://daily.dev/posts/apis-aren-t-dead-here-s-where-mcp-fits-alongside-them--dkhwz2b4y) ```json {"@context":"https://schema.org","@graph":[{"@type":"Organization","@id":"https://daily.dev/#organization","name":"daily.dev","url":"https://daily.dev","logo":{"@type":"ImageObject","url":"https://daily.dev/apple-touch-icon.png","width":180,"height":180},"sameAs":["https://twitter.com/dailydotdev","https://github.com/dailydotdev","https://www.linkedin.com/company/daily-dev-ltd"]},{"@type":"WebSite","@id":"https://daily.dev/#website","url":"https://daily.dev","name":"daily.dev","publisher":{"@id":"https://daily.dev/#organization"},"potentialAction":{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https://daily.dev/search?q={search_term_string}"},"query-input":"required name=search_term_string"}}]} {"@context":"https://schema.org","@type":"TechArticle","headline":"APIs aren’t dead. 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