npcpy

by NPC-Worldwide · Python · ★ 1,409

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

Auto-generated from the repo's primary language — check the repo's own README for its exact install instructions.

Claude Desktop config

A starting point for your claude_desktop_config.json (auto-generated — the repo's README may specify a published package name or required env vars):

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

From the README

is a library that provides key primitives for research and development with multimodal language models, agentic AI, and knowledge graphs. Its flexible framework makes it easy to engineer powerful AI applications with support for local (, , , ) and cloud providers. Build multi-agent teams and simplify context engineering through the NPC Context-Agent-Tool data layer which ensures compliance through software rather than prompts. The class in comes with a set of default tools (sh, python, edit_file, web_search, etc.) Attach custom tools to a . Here is an example which lets an agent generate…

Read full README on GitHub →

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