MCP servers
Purpose-built Model Context Protocol servers, configured around your tools and delivered with a clear route from installation to first useful connection.
AI SolutionsMCP-first applied AI
Tailored MCP servers, installed memory and practical AI systems—built around your tools, your boundaries and a setup you can actually understand.
01 / CAPABILITY MAP
Start with one connection or shape a larger system. Every engagement stays grounded in an observable result.
Purpose-built Model Context Protocol servers, configured around your tools and delivered with a clear route from installation to first useful connection.
Memory systems installed and shaped for assistants and agents: selective recall, useful continuity, clear ownership and sensible boundaries.
Practical workflows that connect models to real work, with human checkpoints, observable behaviour and fewer brittle hand-offs.
AI features and connected systems shaped around an existing product or process—not technology forced in for appearance.
Focused prototypes and production-minded software for unusual ideas that need product thinking as much as code.
Independent research and product work exploring companions, creator tools, cognition, voice, perception and human–AI interaction.
02 / FROM IDEA TO INSTALLED
We identify the tools, data, permissions and outcome that matter—before choosing the shape of the server.
We create the MCP tools and resources around clear contracts, validation and sensible boundaries.
We connect it to the target AI client, test the useful paths and leave the setup understandable.
Add memory, more tools or automation without turning the system into an untraceable knot.
03 / WHAT AN MCP SERVER CAN DO
Expose selected documents, records or live state without dumping an entire system into a prompt.
Turn approved operations into clear, typed actions an AI client can discover and call.
Validate inputs, narrow permissions and keep consequential actions visible and deliberate.
Add memory that retrieves what is useful, rejects what should not persist and remains manageable.
Start with the connection
Tell us the client, tool or workflow. We’ll help turn it into a clear MCP project.
lpjaisolutions@gmail.com