gustavoeenriquez/MakerAi — The AI Operating System for Delphi.

Description and use

**Brief Summary (2‑3 sentences)**
MakerAi is a native Delphi AI operating system that lets developers stitch together prompts, tools, and autonomous agents into repeatable, memory‑aware workflows. It bundles a RAG 2.0 engine, MCP protocol, and a universal LLM connector supporting OpenAI, Claude, Gemini, Ollama and others, and runs on Delphi 10.4 (limited) and fully on Delphi 12 Athens.

**Value**

• **From isolated prompts to orchestrated agents** – MakerAi abstracts the plumbing required to coordinate multiple AI models, tool‑use pipelines, and persistent memory, turning ad‑hoc scripts into maintainable, version‑controlled workflows.
• **Cross‑LLM flexibility** – The universal connector lets you swap or combine providers without code changes, protecting your investment against model deprecation or pricing shifts.
• **Delphi‑centric integration** – Because it is 100 % native Pascal, you can embed sophisticated AI capabilities directly into existing Delphi applications without external services or wrappers.

**Practical Adoption Path**

1. **Prototype** – Clone the repo, run the supplied CLI or SDK sample, and point the connector to a free‑tier LLM (e.g., OpenAI’s gpt-3.5-turbo).
2. **Define agents** – Use the declarative YAML/JSON schema to describe prompts, memory stores, and tool bindings; test each agent individually with the CLI.
3. **Orchestrate** – Wire agents together via the MCP protocol (message‑based contract) inside your Delphi project, leveraging the built‑in RAG 2.0 for context enrichment.
4. **Integrate** – Replace the prototype calls with the MakerAi SDK components in your production codebase, configure the desired LLM endpoints, and enable persistent storage for agent memory.
5. **Deploy & monitor** – Use the provided logging hooks and health‑check endpoints to observe performance and cost, then scale by adding more agents or swapping to an on‑premise Ollama server if needed.

**Production Readiness**

• **Activity & adoption** – 185 stars, 54 forks, recent commits (as of 2026‑06‑22) and a growing Delphi community indicate healthy momentum.
• **Maturity** – Core features (RAG 2.0, MCP, universal connector) are stable, and full support for Delphi 12 Athens removes earlier version limitations.
• **Risk profile** – No major licensing or security red flags have been identified, though a final audit of the license and maintainer responsiveness is advisable.

Overall, MakerAi is a strong OSS candidate for pilots and can be promoted to production once the brief legal/security review is completed.

Problem

gustavoeenriquez/MakerAi helps turn isolated prompts and tools into repeatable agent workflows.

Outcome

High for an OSS candidate: recent activity, adoption, and ecosystem signals are strong enough for a serious pilot.

Workflow

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Evidence

The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (limited), full support from Delphi 12 Athens.

Source