npcpy
The python library for research and development in NLP, multimodal LLMs, Agents, ML, Knowledge Graphs, and more.
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NPC-Worldwide
Source: github_code · also listed on github_topic
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Install from
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INCOGNIDE_HOMEXDG_DATA_HOMENPCSH_DB_PATHGEMINI_SYSTEM_MDMINIMAX_API_URLSet MINIMAX_API_KEY and use provider="minimax" with MiniMax-M3 or MiniMax-M2.7. The optional setting selects the region and compatible protocol; it defaults to the global OpenAI-compatible Base URL.MINIMAX_API_KEYSet and use provider="minimax" with MiniMax-M3 or MiniMax-M2.7. The optional MINIMAX_API_URL setting selects the region and compatible protocol; it defaults to the global OpenAI-compatible Base URL.XDG_CONFIG_HOMEPYTHONWARNINGSSDL_AUDIODRIVERGGUF_DIRDEEPSEEK_API_KEYGEMINI_API_KEYexport ="your_key"ANTHROPIC_API_KEYexport ="your_key"OPENAI_API_KEYexport ="your_key"GOOGLE_API_KEYELEVENLABS_API_KEYGROQ_API_KEYEXA_API_KEYSEARXNG_URLBRAVE_API_KEYPERPLEXITY_API_KEYHF_TOKENREPLICATE_API_TOKENREPLICATE_API_KEYOLLAMA_API_URLOLLAMA_NUM_CTXOLLAMA_API_KEYOLLAMA_HOSTHUGGING_FACE_HUB_TOKENNPC_STUDIO_LICENSE_KEYTool annotations
No tools have read-only/destructive annotations
Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.
All four hints declared on every tool
1/1 tools missing one or more hints — handler (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.
For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.
Tool test coverage
Only 0/1 tools referenced in tests (0%)
Write tests that reference each tool by name so every tool has at least one test.
No access to sensitive paths
Reads sensitive paths: ~/.config, ~/.config/systemd/user
Remove reads of sensitive system paths. If you genuinely need them, document why in the README.
Shell command execution
26 child_process/subprocess calls in production code — runs shell commands (npcpy/tools.py:158, npcpy/launcher.py:103, npcpy/launcher.py:111)
Prefer library functions over shell-outs. If you must shell out, ensure all inputs are properly escaped.
Secrets stay with their owner
1 secret/sensitive value flow into network calls (GEMINI_API_KEY → dynamic) (10 other flows matched canonical API hosts)
Audit where credentials are sent. A NOTION_TOKEN should only reach api.notion.com — never a third-party host.
Secrets not logged
7 secret values sent to console.log
Redact or omit secret values from log output.
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[](https://m8ven.ai/mcp/npc-worldwide-npcpy-12damo)?variant=verified from the URL.Vetting this one by hand? Tool Check is an MCP that scores other MCPs. Add it once and ask Claude, ChatGPT, or any MCP client to grade a server, surface CVEs, check the publisher, and suggest safer alternatives — before you install.
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