MCP Guardian

MCP Guardian

Engineering discipline for AI coding assistants.

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MCP server that enforces structured analysis→planning→execution workflow for AI coding assistants. Prevents code duplication, maintains codebase memory, and locks API contracts.
MCP Guardian gallery image
MCP Guardian gallery image
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Launch tags:SaaS•Software Engineering•Developer Tools
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Anima - Vibe Coding for Product Teams
Build websites and apps with AI that understands design.
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What do you think? …

Gagan Raj
Maker
📌
I built Guardian because AI coding tools kept slowing me down — hallucinating dependencies, reinventing existing code, and forgetting context after a few steps. Guardian fixes that with engineering gates that force AI to: • Understand your existing codebase first • Avoid over-engineering + missing deps • Execute changes step-by-step without losing context If you use AI to build software, this keeps it focused on your architecture, not inventing a new one. Would love your feedback — what’s the #1 thing that still frustrates you when coding with AI?
Masum Parvej

@gaganraj2002 Love the engineering gates idea

Gagan Raj
Maker

@masump Thanks for the shoutout, Masum! Engineering gates are my secret weapon against AI chaos—glad they resonate.