MakerAi

Overview

MakerAI is a comprehensive AI framework for Delphi that implements MCP protocol support. It provides direct access to multiple LLM providers including OpenAI, Claude, Gemini, and more. The system features RAG pipelines with vector and graph-based retrieval, autonomous agents with graph orchestration, and native tools for PDF processing, vision, speech, web search, and computer use. Its architecture allows both provider-specific components and a universal connector that enables switching between providers at runtime without code changes.

Try asking AI

After installing, here are 6 things you can ask your AI assistant:

• query_vector

  Query documents using Vector Query Language (VQL) for semantic and hybrid search

  Try:Search for documents about machine learningTry:Find tech documents from after January 2025Try:Search using both semantic and lexical matching
• query_graph

  Query knowledge graph using Graph Query Language (GQL) to find entities and relationships

  Try:Find all people who work in Madrid companiesTry:Show the shortest path between two companiesTry:Find companies with more than 100 employees
• execute_agent

  Execute a graph-based multi-agent workflow with thread-safe orchestration

  Try:Run a workflow to analyze market trendsTry:Execute a data processing pipelineTry:Start an approval workflow
• approve_agent_action

  Suspend execution and wait for human approval before continuing an agent workflow

  Try:Approve the next action in the workflowTry:Reject this step and continueTry:Modify the proposed action and approve
• extract_pdf

  Extract text from PDF documents using OCR capabilities

  Try:Extract text from this research paper PDFTry:Read the content of this scanned documentTry:Process this invoice and extract key information
• analyze_image

  Analyze or describe images using vision models

  Try:Describe what's happening in this photoTry:Extract text from this imageTry:Identify objects in this screenshot
• search_web

  Perform live web searches to find current information

  Try:Search for the latest AI newsTry:Find current weather in TokyoTry:Look up the latest Delphi updates
• generate_image

  Generate images using DALL-E 3, gpt-image-1, Gemini, or Grok models

  Try:Create an image of a futuristic cityTry:Generate a diagram showing how AI worksTry:Create an illustration for this blog post
• execute_shell

  Execute shell commands on the operating system

  Try:List all files in the current directoryTry:Run the build script for this projectTry:Check system resources
• create_mcp_server

  Create an MCP server to expose Delphi functions as callable tools

  Try:Set up a server to expose my database functionsTry:Create an MCP server for my applicationTry:Register my custom tools with MCP
• connect_mcp_client

  Connect to an external MCP server to consume its tools

  Try:Connect to Claude Desktop's MCP toolsTry:Access the filesystem MCP serverTry:Connect to the database MCP server
• embed_document

  Generate embeddings for documents to enable semantic search

  Try:Create embeddings for this research paperTry:Index all documents in the knowledge baseTry:Embed these meeting notes

Comparable tools

Installation

{
  "mcpServers": {
    "makerai": {
      "command": "path/to/your/delphi/app",
      "args": ["--mcp-server"]
    }
  }
}

FAQ

Which Delphi versions are supported?

MakerAI supports Delphi 10.4+ with limited support, and full support from Delphi 12 Athens. A Free Pascal/Lazarus port is available for FPC 3.2+.

Can I use MakerAI to create MCP servers?

Yes, MakerAI provides MCP server functionality through its MCP server components in `uMakerAi.MCPServer.Core.pas`, allowing you to expose tools via the Model Context Protocol.

What AI providers does MakerAI support?

MakerAI supports numerous providers including OpenAI, Claude, Gemini, Grok, Mistral, DeepSeek, Kimi, Groq, Cohere, Ollama, LM Studio, and any OpenAI-compatible endpoints.

Compare MakerAi with