spacy-llm: Integrating LLMs into structured NLP pipelines

by explosion · LLM Plugin · ★ 1.4k

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Security audit verdict: SAFE · quality 62/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

anthropicclaudecoheredollyfalcongpt-3gpt-4large-language-modelsllamallm

Quick Facts

Stars1,399
Forks112
LanguagePython
CategoryLLM Plugin
LicenseMIT
Quality Score62/100
Open Issues50
Last Updated2026-10-23
Created2023-03-16
Platformsclaude-code, python
Est. Tokens~15k

About spacy-llm

spacy-llm Structured NLP with LLMs This package integrates Large Language Models (LLMs) into spaCy, featuring a modular system for fast prototyping and prompting, and turning unstructured responses into robust outputs for various NLP tasks, no training data required.

Compatible Skills

These tools work well together with spacy-llm for enhanced workflows:

  • LLM-Tools — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (52%)
  • claude-code-gpt-5-codex — semantic(0.19)+complementary+same_lang+similar_pop+shared_platform (52%)
  • vllm-mlx — semantic(0.18)+complementary+same_lang+similar_pop+shared_platform (51%)
  • minecraft-mcp-server — semantic(0.20)+complementary+rare_topics+similar_pop+shared_platform (47%)
  • Machine-Learning-Guide — semantic(0.32)+rare_topics+same_lang+similar_pop+shared_platform (46%)

spacy-llm alternative? Top 6 similar tools

Looking for a spacy-llm alternative? If you're comparing spacy-llm with other llm plugin tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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  • dialoqbase by n4ze3m · ⭐ 1.8k

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  • awesome-gpt-prompt-engineering by snwfdhmp · ⭐ 1.6k

    A curated list of awesome resources, tools, and other shiny things for LLM prompt engineering.

  • gpt-cli by kharvd · ⭐ 722

    Command-line interface for ChatGPT, Claude and Bard

  • LLMCompiler by SqueezeAILab · ⭐ 1.9k

    [ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

View on GitHub → Browse LLM Plugin tools