🔓Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
// ragheadroomlabs-ai/⟨Python⟩★ 56,255◷ Apache-2.0[ claude ]
RAG & Knowledge for Claude
Retrieval, embeddings, vector search, and knowledge bases that ground Claude in your data.
⇄ compare all 88 rag & knowledge side by side// rag (64)
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🔓A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
// raganthropics/⟨Jupyter Notebook⟩★ 46,409◷ MIT[ claude ]
🔓✨ Light and Fast AI Assistant. Support: Web | iOS | MacOS | Android | Linux | Windows
// ragChatGPTNextWeb/⟨TypeScript⟩★ 88,415◷ MIT[ claude ]
🔓Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant contex…
// ragthedotmack/⟨JavaScript⟩★ 86,462◷ Apache-2.0[ claude ]
🔓Sub2API is an open-source relay platform that unifies Claude, OpenAI, Gemini, and Antigravity subscriptions into a single endpoint. It supports account shari…
// ragWei-Shaw/⟨Go⟩★ 30,132◷ LGPL-3.0[ claude ]
🔓mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local
// ragtobi/⟨TypeScript⟩★ 27,510◷ MIT[ claude ]
🔓将冰冷的离别化为温暖的 Skill，欢迎加入数字生命1.0！Transforming cold farewells into warm skills? It's giving rebirth era. Welcome to Digital Life 1.0. 🫶
// ragtitanwings/⟨Python⟩★ 20,053◷ MIT[ claude ]
🔓GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted da…
// ragCanner/⟨Python⟩★ 15,736◷ NOASSERTION[ claude ]
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🔓Fully autonomous & self-evolving research from idea to paper. Chat an Idea. Get a Paper. 🦞
// ragaiming-lab/⟨Python⟩★ 13,707◷ MIT[ claude ]
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🔓Memori is agent-native memory infrastructure. A LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for producti…
// ragMemoriLabs/⟨Python⟩★ 15,551◷ NOASSERTION[ claude ]
🔓Multi-channel AI proxy with intelligent key rotation. 智能密钥轮询的多渠道 AI 代理。
// ragtbphp/⟨Go⟩★ 6,238◷ MIT[ claude ]
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🔓Memory library for building stateful agents
// ragplastic-labs/⟨Python⟩★ 5,756◷ AGPL-3.0[ claude ]
🔓One delightful Ruby framework for every major AI provider. Build AI agents, chatbots, RAG apps, and multimodal workflows in beautiful, expressive code.
// ragcrmne/⟨Ruby⟩★ 4,225◷ MIT[ claude ]
🔓The fastest local AI engine for Apple Silicon. 4.2x faster than Ollama, 0.08s cached TTFT, 100% tool calling. 17 tool parsers, prompt cache, reasoning separa…
// ragraullenchai/⟨Python⟩★ 3,205◷ Apache-2.0[ claude ]
🔓A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persis…
// ragSamurAIGPT/⟨Python⟩★ 3,123◷ MIT[ claude ]
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🔓Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency gra…
// raggiancarloerra/⟨TypeScript⟩★ 3,084◷ AGPL-3.0[ claude ]
🔓The Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
// ragdatachain-ai/⟨Python⟩★ 2,794◷ Apache-2.0[ claude ]
🔓The largest open-source medical AI skills library for OpenClaw🦞.
// ragFreedomIntelligence/⟨Python⟩★ 2,795[ claude ]
🔓Claude Code learns from your corrections: self-correcting memory that compounds over 50+ sessions. Context engineering, parallel worktrees, agent teams, and…
// ragrohitg00/⟨JavaScript⟩★ 2,600[ claude ]
🔓Modular Python framework for AI agents and workflows with chain-of-thought reasoning, tools, and memory.
// raggriptape-ai/⟨Python⟩★ 2,553◷ Apache-2.0[ claude ]
🔓A local-first AI agent with persistent memory, emotional intelligence, and a peer-to-peer skills economy.
// ragBitterbot-AI/⟨TypeScript⟩★ 2,418◷ NOASSERTION[ claude ]
🔓The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs
// ragvitali87/⟨Python⟩★ 2,298◷ MIT[ claude ]
🔓A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), backed by Markdown and Milvus.
// ragzilliztech/⟨Python⟩★ 2,194◷ MIT[ claude ]
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🔓Hivemind turns your traces into reusable skills across agents
// ragactiveloopai/⟨TypeScript⟩★ 1,452◷ Apache-2.0[ claude ]
🔓OpenAI and Anthropic compatible server for Apple Silicon. Run LLMs and vision-language models (Llama, Qwen-VL, LLaVA) with continuous batching, MCP tool call…
// ragwaybarrios/⟨Python⟩★ 1,411◷ Apache-2.0[ claude ]