Custom agent
tools & integration.
We build the tools your agents need. Claude Code Skills that encode your team's best practices, custom MCPs that connect to your business data, A2A protocol integrations for multi-agent systems, and data pipelines that make everything flow.
The tools that make agents real.
Claude Code Skills
Reusable agent capabilities packaged as Skills — your team's best practices, encoded once and extended forever without rewriting the agent layer each time.
Custom MCPs
Model Context Protocol servers that connect your agents to the systems that actually matter — your CRM, your data warehouse, your internal APIs. Typed, validated, and safe.
Claude Agent SDK
Deep implementation using Anthropic's Agent SDK — custom tools, memory architectures, subagents, and production-grade deployment patterns.
A2A Protocol integrations
Multi-agent systems that need to coordinate — between your agents, partner agents, or platform-native ones. We implement the full Agent-to-Agent protocol for clean, typed inter-agent communication.
Cloud Functions
Event-driven serverless glue — the lightweight compute layer that binds agents, Skills, MCPs, and integrations. GCP Cloud Functions, Cloud Run, and Azure Functions, all observability-first.
Data pipelines
The plumbing that makes agents useful — ingestion, indexing, vector stores, and the RAG architectures that scale beyond a demo.
What we build on.
Common questions.
What's the difference between Skills and regular tools?
Tools are low-level primitives — read a file, query an API, send an email. Skills package tools + context + patterns into a higher-level, reusable capability. A "legal research Skill" knows how to coordinate multiple tools, apply your firm's citation style, and escalate to a human when needed. They're how you encode institutional knowledge into your agent stack.
What's an MCP and why does my agent need custom ones?
MCP — Model Context Protocol — is how agents talk to your systems. It's the typed, structured interface between a model and the outside world. Off-the-shelf MCPs only cover generic use cases. The ones that matter — connecting to your CRM, your internal data, your proprietary workflows — have to be custom. That's where most of the production value actually lives.
When do I need A2A protocol?
The moment you have more than one agent that needs to coordinate on a shared task. A2A gives you typed message passing, clear request/response semantics, and escalation paths between agents — the equivalent of a service mesh, but for autonomous actors. Without it, coordination collapses into giant system prompts that don't scale.
Do you hand over the code?
Always. All Skills, MCPs, integrations, and pipelines live in your repositories on your infrastructure. We build alongside your team so capability compounds in-house after we leave.
Let's build the tools your agents need.
Tell us what system your agents have to reach into. We'll map the Skills, the MCPs, and the integrations that get it done.