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AI Development

MCP Server Development

Custom Model Context Protocol servers that give AI assistants and agents secure, governed access to your data and systems.

The standard for plugging AI into your stack

Anthropic's Model Context Protocol (MCP) has rapidly become the standard for connecting AI assistants like Claude (and increasingly other foundation models) to the tools and data they need. Where traditional integrations require bespoke glue code per model, a single MCP server makes your systems available to any MCP-compatible client.

We build production-grade MCP servers that expose your databases, APIs, internal tooling, and legacy platforms to AI in a controlled, observable way.

What we deliver

  • Resource-safe tool definitions with scoped permissions and per-user identity.
  • Authenticated, audited access: every call attributable to a real user and reviewable after the fact.
  • Hosting and operations on your AWS, Azure, or GCP tenancy, or fully managed by us.
  • Documentation and onboarding so internal teams can extend the server without depending on us.

Why it matters

Without MCP, every team building with AI ends up reinventing the same connectors. Every reinvention is a new place credentials can leak, audit trails can break, or rate limits can blow up costs. Building once, centrally, with proper guardrails, is dramatically cheaper and safer.