LLM 插件 Tools

1433+ open-source llm 插件 tools ranked by stars

What are LLM 插件 tools?

LLM 插件 tools are open-source packages that extend AI coding agents like Claude Code, OpenAI Codex, Gemini CLI, and other AI assistants. They provide specialized capabilities ranging from code generation and debugging to API integration and workflow automation.

万物皆可skills indexes 1433+ llm 插件 tools from GitHub, ranked by community adoption (stars), code quality scores, and compatibility with popular AI agents. The top languages in this category are TypeScript, Python, Rust, Swift, Jupyter Notebook.

Also browse: Codex 技能 AI 工具 MCP 服务器 Claude 技能 AI 技能未分类思维导图教育

#	Skill	Stars	Lang
1	stagehand The SDK For Browser Agents	★ 23.1k	TypeScript
2	promptfoo Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare p	★ 22.3k	TypeScript
3	gorilla Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)	★ 12.8k	Python
4	PocketFlow-Tutorial-Codebase-Knowledge Pocket Flow: Codebase to Tutorial	★ 12.4k	Python
5	llm Access large language models from the command-line	★ 12.1k	Python
6	llm-engineer-toolkit A curated list of 120+ LLM libraries category wise.	★ 10.4k
7	phoenix AI Observability & Evaluation	★ 10.2k	Python
8	code2prompt A CLI tool to convert your codebase into a single LLM prompt with source tree, prompt templating, an	★ 7.4k	Rust
9	superagent Superagent protects your AI applications against prompt injections, data leaks, and harmful outputs.	★ 6.5k	TypeScript
10	ai-cookbook Examples and tutorials to help developers build AI systems	★ 4.1k	Python
11	DecryptPrompt 总结Prompt&LLM论文，开源数据&模型，AIGC应用	★ 3.4k
12	ax The pretty much "official" DSPy framework for Typescript	★ 2.8k	TypeScript
13	yek A fast Rust based tool to serialize text-based files in a repository or directory for LLM consumptio	★ 2.4k	Rust
14	code-interpreter Python & JS/TS SDK for running AI-generated code/code interpreting in your AI app	★ 2.3k	Python
15	WritingTools The world's smartest system-wide grammar assistant; a better version of the Apple Intelligence Writi	★ 2.3k	Swift
16	awesome-local-llm A curated list of awesome platforms, tools, practices and resources that helps run LLMs locally	★ 2.2k
17	any-llm Communicate with an LLM provider using a single interface	★ 2.1k	Python
18	ExtractThinker ExtractThinker is a Document Intelligence library for LLMs, offering ORM-style interaction for flexi	★ 1.6k	Python
19	awesome-llm-agents A curated list of awesome LLM agents frameworks.	★ 1.5k	Python
20	mirascope The LLM Anti-Framework	★ 1.5k	Python
21	desktop E2B Desktop Sandbox for LLMs. E2B Sandbox with desktop graphical environment that you can connect to	★ 1.4k	Python
22	tau2-bench τ-Bench: A Benchmark for Tool-Agent-User Interaction in Real-World Domains	★ 1.3k	Python
23	langtrace Langtrace 🔍 is an open-source, Open Telemetry based end-to-end observability tool for LLM applicat	★ 1.2k	TypeScript
24	LLM-ToolMaker	★ 1.1k	Jupyter Notebook
25	NyaProxy NyaProxy acts like a smart, central manager for accessing various online services (APIs) – think AI	★ 959	Python
26	pasteguard AI gets the context. Not your secrets. Open-source privacy proxy for LLMs.	★ 652	TypeScript
27	kani kani (カニ) is a highly hackable microframework for tool-calling language models. (NLP-OSS @ EMNLP 202	★ 603	Python
28	LLM-Tool-Survey This is the repository for the Tool Learning survey.	★ 481
29	vllm-cli A command-line interface tool for serving LLM using vLLM.	★ 480	Python
30	ToolNeuron On-device AI for Android — LLM chat (GGUF/llama.cpp), vision models (VLM), image generation (Stable	★ 397	Kotlin
31	chatgpt-subtitle-translator Efficient translation tool based on ChatGPT or any OpenAI compatible LLM chat completion API	★ 381	JavaScript
32	toolkit.dev Get paid to build LLM tools	★ 356	TypeScript
33	OpenRCA [ICLR'25] OpenRCA: Can Large Language Models Locate the Root Cause of Software Failures?	★ 318	Python
34	llms-tools A list of LLMs Tools & Projects	★ 316
35	claude-code-trace Claude Code session log viewer for JSONL files in ~/.claude/projects. Browse conversations, tool cal	★ 314	Rust
36	leanctx Drop-in prompt compression for production LLM apps. Cut your token bill 40-60% without changing your	★ 309	Python
37	openai-function-calling-tools 🛠 openai function calling tools for JS/TS	★ 307	TypeScript
38	bocoel Bayesian Optimization as a Coverage Tool for Evaluating LLMs. Accurate evaluation (benchmarking) tha	★ 289	Python
39	SecGPT A Test Project for a Network Security-oriented LLM Tool Emulating AutoGPT	★ 287	Python
40	input0 Input0 — A macOS voice input tool: hold a hotkey to record, release to transcribe locally via STT, r	★ 260	Rust
41	gpt_server gpt_server是一个用于生产级部署LLMs、Embedding、Reranker、ASR、TTS、文生图、图片编辑和文生视频的开源框架。	★ 253	Python
42	codinit-dev Local-First Open Source web & mobile AI app builder — install on MacOS, Windows & Linux	★ 235	TypeScript
43	llm-rl-environments-lil-course 🌱 A little course on Reinforcement Learning Environments for evaluating and training Language Model	★ 201	Python
44	cai User friendly CLI tool for AI tasks. Stop thinking about LLMs and prompts, start getting results!	★ 200	Rust
45	Eridanus 基于 OneBot 协议的多功能bot兼开发框架。以llm function calling为核心构建了更智能的功能调用机制。支持不接入QQ纯Live2d桌宠模式	★ 189	Python
46	aitools_client Seth's AI Tools: A Unity based front end that uses ComfyUI and LLMs to create stories, images, movie	★ 183	C#
47	LLM-Tools Open-source calculator for LLM system requirements.	★ 175	Python
48	toolbench ToolBench, an evaluation suite for LLM tool manipulation capabilities.	★ 172	Python
49	chatlab ⚡️🧪 Fast LLM Tool Calling Experimentation, big and smol	★ 159	Jupyter Notebook
50	llm_intents Exposes internet search tools for use by LLM-backed Assist in Home Assistant	★ 155	Python
51	Awesome-Multi-Token-Prediction A curated list of papers, tools, and resources on Multi-Token Prediction (MTP) and related technique	★ 143
52	OSA Tool that just makes your open source project better using LLM agents	★ 141	Python
53	MLLM-Tool MLLM-Tool: A Multimodal Large Language Model For Tool Agent Learning	★ 138	Python
54	tokuin CLI tool – estimates LLM tokens/costs and runs provider-aware load tests for OpenAI, Anthropic, Open	★ 138	Rust
55	lm-proxy OpenAI-compatible HTTP LLM proxy / gateway for multi-provider inference (Google, Anthropic, OpenAI,	★ 135	Python
56	open-creator An open-source LLM tool for extracting repeatable tasks from your conversations, and saving them int	★ 129	Python
57	bpmn-assistant LLM-powered assistant for creating, editing, and interpreting business process diagrams	★ 124	Python
58	cursive ✦ The intuitive LLM framework	★ 114	TypeScript
59	OpenWebui-Tools Custom tools to enhance your Open-Webui Experience! 🚀	★ 114	Python
60	aulite EU AI Act compliance proxy for AI systems. Drop-in HTTP proxy that monitors every AI interaction for	★ 112	TypeScript
61	TokenTamer A drop-in proxy that compresses bloated code context in real-time, cutting LLM API costs by 50–80% w	★ 112	Python
62	dexter LLM tools used in production at Dexa	★ 107	TypeScript
63	pith Pith is the hook that makes Claude Code sessions last 3x longer.	★ 96	Python
64	llm-manpage-tool Inject relevant documentation into your prompts: 98% savings.	★ 96	Python
65	Eval High-performance LLM evaluation framework with parallel API calls — up to 17× faster than sequential	★ 94	Python
66	llm-tools-nmap	★ 93	Python
67	comfyui-llm-toolkit	★ 86	Python
68	llm-tool-collection Curated collection of tools for agentic LLMs in Emacs	★ 83	Emacs Lisp
69	outputguard Validate, repair, and retry LLM structured outputs. 13 repair strategies for common JSON malformatio	★ 80	Python
70	llm-tools-kiwix Turn any Kiwix ZIM archive (offline Wikipedia, Stack Exchange, DevDocs, etc.) into an instant knowle	★ 77	Python
71	awesome-pydantic-ai An opinionated list of awesome Pydantic-AI frameworks, libraries, software and resources.	★ 73
72	AgentGuard AgentGuard：An Attribute-Based Access Control Framework for Tool-Use LLM-Based Agent	★ 71	Python
73	tessera From teacher to tiles — a from-scratch LLM distillation & serving engine: custom Triton/CUDA kernels	★ 69	Python
74	LLM_trader LLM-powered Crypto Trading Framework with Vision AI chart analysis, real-time Neural Engine, and a l	★ 68	Python
75	llm_context_benchmarks 📊 LLM Context Benchmarks - A comprehensive benchmarking tool for testing LLMs with varying context	★ 67	Python
76	pls CLI tool that turns natural language into shell commands via LLM	★ 66	Zig
77	reverse-engineering-is-over LLMs have ended reverse engineering as a high-barrier skill. Case study: reconstructing 6/7 custom H	★ 66	Python
78	LLM-Research A collection of LLM related papers, thesis, tools, datasets, courses, benchmarks	★ 64	Python
79	garycli The Spear Carrier. AI-native CLI agent for STM32 embedded development and automated debugging. (Gary	★ 56	Python
80	marginalia A library-science-inspired personal knowledge management system with LLM agents	★ 53	Python
81	ue-llm-toolkit A set of tools allowing LLMs to see inside Unreal Engine 5 projects.	★ 50	C++
82	control-layer A production-grade control layer that sits between your application logic and any LLM — input valida	★ 50	Python
83	lx CLI tool for bundling project files as LLM context.	★ 49	Go
84	WakenLLM-toolkit toolkit for WakenLLM framework	★ 47	Python
85	better-sidebar-for-google-gemini-and-ai-studio Enhance your Google AI Studio experience with a better sidebar, folders, tags, prompt manager, and f	★ 45	TypeScript
86	AddOn Home Assistant Community Cloud with secure, private, and free remote access, webrtc streaming, ChatG	★ 44	Python
87	Supervertaler-Workbench Open-source, AI-enhanced CAT tool with multi-LLM support, translation memory, glossary management, '	★ 41	Python
88	optipfair Structured pruning and bias visualization for Large Language Models. Tools for LLM optimization and	★ 40	Python
89	excessibility Accessibility snapshot testing for Phoenix LiveView - capture HTML during tests, run Pa11y for WCAG	★ 40	Elixir
90	awesome-elixir-llm-genai A list of LLM and GenAI Elixir Resources/Tools	★ 40
91	LLM-PromptEngineering-Agents ChatGPT, related application + prompt engineering list	★ 36
92	glimpser a simple tool for real-time monitoring video and summarization with LLMs	★ 34	Python
93	video-helper 📺 AI视频学习助手: 自动生成 B站/YouTube/抖音/本地视频思维导图、笔记与总结。支持播客分析与视频索引，开源平替。AI Video Learning Assistant: Auto-ge	★ 32	Python
94	pyrlm-runtime Minimal runtime for Recursive Language Models (RLMs) inspired by the MIT CSAIL paper "Recursive Lang	★ 32	Python
95	predikit pypi-predikit: Turn any sklearn/XGBoost model into an LLM-callable tool. Framework-agnostic	★ 30	Python
96	llm-toolkit A collection of rules that MAY be useful for your LLM projects	★ 30
97	loquix A framework-agnostic UI kit of production-ready components for building AI and LLM chat interfaces.	★ 29	TypeScript
98	git-repo-parser A tool to scrape all files from a GitHub repository and turn it into a JSON or TXT file, Useful for	★ 29	TypeScript
99	awesome-data-quality A comprehensive collection of data quality resources, tools, papers, and projects across various dat	★ 28
100	discharge-documentation-generator Tool for writing a draft version of a clinical discharge letter using a LLM	★ 27	Python

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