npcpy

by NPC-Worldwide · Python · ★ 1,312

The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.

#agents#ai#llm#mcp#mcp-client#mcp-server#ollama#perplexity#python#sql#yaml

Install

pip install git+https://github.com/NPC-Worldwide/npcpy.git

Claude Desktop config

Add this to your claude_desktop_config.json:

{
  "mcpServers": {
    "npcpy": {
      "command": "uvx",
      "args": [
        "git+https://github.com/NPC-Worldwide/npcpy.git"
      ]
    }
  }
}

From the README

is a flexible agent framework for building AI applications and conducting research with LLMs. It supports local and cloud providers, multi-agent teams, tool calling, image/audio/video generation, knowledge graphs, fine-tuning, and more. Include the expected JSON structure in your prompt. With , the response is auto-parsed — is already a dict or list. Pydantic structured output Pass a Pydantic model and the JSON schema is sent to the LLM directly. Image, audio, and video generation Or define a team in code: Team from files — .npc, .jinx, team.ctx **team.ctx:** **lead.npc:** **searcher…

Read full README on GitHub →