MCP Vetted

npcpy

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

Repository
NPC-Worldwide/npcpy
Stars
1.4k
Last push
2026-07-01
License
MIT
Category
Databases

Score breakdown — how scoring works

  • Maintenance

    30 / 30
    • Pushed within 14 days1 days ago+30

  • Adoption

    18.3 / 25
    • GitHub stars (no package published — stars weighted fully)1413+18.3

  • Documentation

    25 / 25
    • Comprehensive README (6,000+ chars)37955 chars+10
    • Install / setup instructionsyes+6
    • Tools / capabilities documentedyes+5
    • Code or client-config exampleyes+4

  • Trust signals

    9 / 20
    • OSS license declaredMIT+7
    • First-party vendor implementationno+0
    • DNS-verified registry namespaceno+0
    • Listed in official MCP Registryno+0
    • Owned by an organizationyes+2

Install

From sourcegit clone https://github.com/NPC-Worldwide/npcpy

No package published to a registry — see the README for setup instructions.

Always review a server's code and required credentials before connecting it to your MCP client. MCP Vetted scores public metadata — it does not audit code for malicious behavior (yet). Methodology →

View on GitHub ↗