Context Engineering

Deliver the right context to AI -- less noise, more relevance -- without MCP sprawl.

1:1 endpoint-to-tool MCP exports waste context windows and reduce agent quality. Tool lists grow, prompts bloat, and hallucination risk climbs. Naftiko curates fields, schemas, and descriptions so tool discovery is semantic -- and shapes response payloads into smaller, typed outputs aligned to tasks.

Standardize packaging and boundaries so security review scales. Right-size context into capabilities that agents can use reliably, not raw provider complexity dumped into a prompt.

Three products, one spec

The Agentic Integration Platform is three products tied together by Spec-Driven Integration (SDI) — a single declarative YAML spec, authored once, that turns an API into an agentic capability. Two open-source engines, Ikanos and Polychro, are Apache 2.0. The Naftiko Fleet is the enterprise layer that wraps them — authored in Crafter, governed by Warden, orchestrated by Skipper, and documented in Shipyard.

Ikanos

The OSS capability engine. Runs a Naftiko spec as a multi-protocol server — REST, MCP, and Skill from the same definition. Apache 2.0.

Polychro

The OSS deterministic AI-era linter for YAML, JSON, and Markdown specs. The new Spectral for SDI. Apache 2.0.

Naftiko Fleet

The governed enterprise layer where capabilities become discoverable, composable, observable, and cost-bounded — authored in Crafter, governed by Warden, orchestrated by Skipper, and documented in Shipyard.

Start small, scale smart

AI will figure it out without documentation -- it won't.

Chart your next course

API Reusability