▸ Topic · MCP
MCP for product teams who ship.
Agents that call your product are useful. Agents that ignore tenancy, auth, and audit logs are a liability. This hub collects the MCP writing and engagement paths I use with Laravel SaaS teams.
Why MCP matters on a product team
Chat UIs without tools are demos. MCP turns the model into something that can read and write through boundaries you control: auth, tenancy, idempotent mutations, structured errors.
Most teams do not need a new platform. They need a small set of tools wired into the SaaS they already run, with the same RBAC and audit trail their HTTP API already enforces.
I write and build for that shape: multi-tenant Laravel, Claude (and friends) via MCP, evals before users see the agent. Start with the posts below, then pick a problem page or the AI sprint when you are ready to ship.
Curated MCP reading
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▸ Post
MCP first is the new mobile first
Why tools, skills, and permissions come before another chat UI.
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API vs MCP
When a classic API is enough, and when MCP earns its keep.
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MCP vs A2A vs ACP
How the agent protocol stack fits together in plain terms.
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MCP tool-use: context-aware agents
Building agents that use tools with the right context, not noise.
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MCP auth and audit logging in Laravel
Tenant-safe MCP: who called what, and how you prove it.
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Idempotency for MCP mutations
Stop double writes when agents retry tool calls.
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Structured MCP tool errors
Errors agents can parse instead of opaque 500s.
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Claude MCP and your dev tools
Connecting day-to-day tools to LLMs with MCP.
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▸ Series
Laravel at Scale series
Includes the MCP safety trilogy for multi-tenant SaaS.
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▸ Series
AI Architecture Decisions series
Where MCP sits next to RAG, agents, and protocol choices.
Ship next
▸ Packages · problem pages · contact
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▸ Page
AI & MCP Integration package
Fixed-scope sprint: Claude, MCP, RAG, and evals on your product.
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▸ Page
MCP for Laravel SaaS
Problem page: multi-tenant safe tools, auth, audit, idempotency.
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MCP SaaS server case study
How a production MCP surface looked in a real build.
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▸ Page
Start an AI sprint
Tell me about the product and which tools the agent should own.
Questions, answered.
Is this hub the same as the AI & MCP package?
No. This page is a reading and navigation hub. The package is the engagement: scoped delivery on your product with Claude, MCP, RAG, and evals.
Do I need Laravel to use these posts?
No. The ideas travel. The deepest implementation notes are Laravel-shaped because that is where I ship most MCP work.
Where should I start if I only have an hour?
Read MCP first is the new mobile first, then API vs MCP. If you already run multi-tenant Laravel, jump to the auth and audit post next.
Can you add MCP to an existing SaaS?
Yes. That is the default path. See the MCP for Laravel SaaS problem page, then the AI & MCP package for how the sprint is scoped.
Ready to wire MCP into the product?
Free discovery call. We map tools, tenancy, and whether MCP belongs in v1.