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开源 AI 工具榜

能自己部署的那些：出图、本地推理、微调、语音

按站内评分排序。只收能自己跑起来的开源项目与它们的 MCP 封装；名字里带这几个词的商业服务不算，比如 InfluxDB 不算图像生成。

本榜是综合分（多源收录 × 用量）在「开源 AI 工具」这一类里的排序，共 32 条。排序键与高分榜相同，想看可核验的公开数字请用 GitHub Star 榜。

awesome34892002/bilibili-mcp-js

📇 🏠 - Search Bilibili content, with LangChain integration examplesMCP 服务

#1 194 ★

昨天

awesomeYuChenSSR/multi-ai-advisor

📇 🏠 - Query multiple Ollama models and combine their responses for diverse perspectives on a single questionMCP 服务

#2 88 ★

昨天

awesomegotoolkits/DifyWorkflow

🏎️ ☁️ - Query and execute Dify workflowsMCP 服务

#3 62 ★

昨天

awesomeformat37/youtube_mcp

🐍 ☁️ - Transcribe YouTube videos to text using yt-dlp for audio and OpenAI Whisper for transcription, with…MCP 服务

#4 32 ★

昨天

awesomeConstantineB6/comfy-pilot

🐍 🏠 - View, edit and run ComfyUI node-based image generation workflows, with an embedded terminalMCP 服务

#5 232 ★

昨天

awesomejaspertvdm/mcp-server-ollama-bridge

🐍 🏠 - Bridge to a local Ollama server for running Llama, Mistral, Qwen and other local modelsMCP 服务

#6 4 ★

昨天

awesomeAIDC-AI/Pixelle-MCP

🐍 📇 🏠 - Omnimodal AIGC framework that turns ComfyUI workflows into MCP tools without code, for text, image,…MCP 服务

#7

昨天

awesomeTurboPilot

A self-hosted copilot clone which uses the library behind llama.cpp to run the 6 billion parameter Salesforce…MCP 服务

#8

昨天

awesomeLangChain

A framework for developing applications powered by language modelsMCP 服务

#9

昨天

awesomeLlamaIndex

A data framework for building LLM applications over external dataMCP 服务

#10

昨天

awesomellama.cpp

Inference of Meta's LLaMA model (and others) in pure C/C++MCP 服务

#11

昨天

Get up and running with large language models locallyMCP 服务

#12

昨天

awesomeLM Studio

Download and run local LLMs on your computerMCP 服务

#13

昨天

A node-based interface for building and running Stable Diffusion workflowsMCP 服务

#14

昨天

Robust speech recognition via large-scale weak supervisionMCP 服务

#15

昨天

awesomewhisper.cpp

Port of OpenAI's Whisper model in C/C++MCP 服务

#16

昨天

awesomewhisper-ctranslate2

A Whisper CLI client compatible with the original OpenAI client, using CTranslate2 for faster inferenceMCP 服务

#17

昨天

awesomerenl/mcp-rag-local

Local RAG with Ollama embeddings and ChromaDBMCP 服务

#18

昨天

awesomeYanxingLiu/dify-mcp-server

Model Context Protocol (MCP) Server for dify workflowsMCP 服务

#19

昨天

awesomerakesh-eltropy/mcp-client

REST API and CLI client for MCP with LangChainMCP 服务

#20

昨天

awesomeATH-MaaS/Pixelle-MCP

Multimodal AIGC with ComfyUI + MCPMCP 服务

#21

昨天

skillsmpcomfy-duplicate-model-roots

Diagnoses and fixes duplicate/empty/conflicting model-root configs in ComfyUI launchers and package managers…

#22

昨天

skillsmpcomfy-mcp-fixes

Fixes and gotchas for driving a local ComfyUI through comfy-mcp / comfy-cli and an in-app browser, and for…

#23

昨天

awesomeChemCrow

LangChain agent for chemistry-related tasks

#24

昨天

githubdragonked2/alphacode

Free MIT AI coding agent — no API key needed. Built-in free model, or bring Claude, GPT, Gemini, DeepSeek, Ollama +50 more. Swarm mode, 40+ tools, browser & desktop automation, built in Rust.开源项目

#25 315 ★

7 天前

Dify AI应用开发平台指南AI Agent

#26 5 ★

7 天前

skillhubFile-system + vector-powered memory skill for OpenClaw — semantic recall, daily journaling, and safeguard flushing, all running locally via Ollama

完整的记忆系统 - 文件系统记忆 + 支持搜索 + 自动加载 + 内存刷新AI Agent

#27 3 ★

7 天前

githubtomasmach/nuzky

Free, open source video editor for Reels, TikTok and Shorts. A CapCut alternative for Mac, Windows and Linux with local Whisper captions and AI agents over MCP.开源项目

#28 3 ★

7 天前

skillhubwhisper

End-to-end encrypted agent-to-agent private messaging via Moltbook dead dropsAI Agent

#29 2 ★

昨天

skillhubFlowise

通过 REST API 与 Flowise AI 工作流交互AI Agent

#30

7 天前

skillhubComfy UI Complete Toolkit

便携式ComfyUI工作流和API指南，设计与媒体

#31

3 天前

F

Build AI Agents, Visually

#32

昨天