Naftiko turns your existing data & APIs into a governed capability fabric for context engineering and agent orchestration.
You don't replace APIs. You don't rip-and-rebuild for AI. You take stock of what already exists, organize it, and make it usable by humans and machines across business domains in repeatable ways.
- APIs are everywhere, but not always being used
- Specs exist, but no shared meaning
- MCP servers popping up in ad hoc ways
- Copilots and agents lack the context they need
- Agent Skills seem like the solution, without fully knowing why
- Leadership mandates AI, teams are absorbing the risk
- APIs, data, and tools grouped as capabilities — the right-sized unit of reuse for spec-driven integration
- Capabilities are declared using YAML, configuring the Naftiko Engine provided as a Docker container
- Converts data formats like Protocol Buffer, XML, YAML, CSV, and Avro into JSON for better context engineering
- MCP servers and Agent Skills are standardized, discoverable, and governed
- Agents operate within policy, cost, and trust boundaries
- AI progress compounds instead of fragmenting
Naftiko Framework is the first open-source project for Spec-Driven Integration. Developers only need to know YAML, JSONPath, and Mustache templates to define capabilities — no Java or other code required unless extending the framework itself.
| Feature | Description |
|---|---|
| Spec-Driven | Declare capabilities entirely in YAML — no Java required |
| Multi-Protocol Servers | Expose capabilities via MCP, SKILL, or REST servers out of the box |
| Data Format Conversion | Transform Protobuf, XML, YAML, CSV, and Avro payloads into JSON |
| HTTP API Consumption | Connect to any HTTP-based API with built-in authentication support |
| Templating & Querying | Use Mustache templates and JSONPath expressions for flexible data mapping |
| AI Native | Designed for Context Engineering and Agent Orchestration |
| Docker Native | Ships as a ready-to-run Docker container |
| Extensible | Open-source core extensible with new protocols and adapters |
docker pull ghcr.io/naftiko/framework:v0.5
docker run -p 8081:8081 -v /path/to/capability.yaml:/app/capability.yaml ghcr.io/naftiko/framework:v0.5 /app/capability.yamlFollow the Tutorial to build your first capability.
Naftiko Fleet is the leading product for Spec-Driven Integration, available as a Community Edition with upcoming Standard and Enterprise editions.
- Naftiko Framework — The core open-source technology to create and run capabilities
- VS Code Extension — A Naftiko extension for VS Code to help you edit Naftiko files
- Backstage Templates — Backstage integrated templates via Docker for creating new projects, services, or resources from pre-defined templates
- Maximize Existing Investments — Your data and APIs are not technical debt, they are your strategic inventory
- Capabilities, Not Just Endpoints — AI doesn't need endpoints, it needs capabilities that are spec-driven
- Governed AI Integration at Scale — AI integration without governance doesn't scale and doesn't survive
- Meet Teams Where They Are — Reusability shows up in IDEs, governance is seamless as guidance