Retrieval-augmented generation (RAG)

Measured catalogue entries associated with Retrieval-augmented generation (RAG).

397 measured catalogue entriesSnapshot measured Oct 19, 2026Sort: Momentum

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Measured resources

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  1. MidOS - MCP Community Library

    MCP serverUnknown

    Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days30Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  2. io.github.NyxToolsDev/claude-memory-manager

    MCP serverUnknown

    Cross-session memory for Claude Code — context capture, semantic search, recall

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days28Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  3. io.github.fjnunezp75/gpu-bridge

    MCP serverUnknown

    30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days27Measured · Oct 19, 2026

    Momentum07 days · Measured · -37.21% relative change

  4. agent-architecture

    MCP serverActive

    The 21 agentic design patterns, distilled to concepts (no code) — a design-phase reference for building AI agents. Works as a Claude Code skill.

    Source
    GitHub
    Last activity
    Oct 12, 2026

    Stars8Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  5. agent-deep-research

    SkillDormant

    Deep research (CLI and agent skill) via the Gemini Interactions API. Automatic RAG grounding from local files (optional), cost estimation (--dry-run), adaptive polling, structured output, and agent onboarding. No Gemini CLI dependency. Universal AI agent skill for Claude Code, Amp, Codex, Clawdbot, and 30+ agents.

    Source
    GitHub
    Language
    Python
    Last activity
    Jun 22, 2026

    Stars8Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  6. io.github.joesaby/doctree-mcp

    MCP serverUnknown

    BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days26Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  7. io.github.TKMD/reftrixmcp

    MCP serverUnknown

    Web design analysis with 26 MCP tools: layout, motion, quality, semantic search via pgvector

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days23Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  8. io.github.KIOKO-LAB/freshvault

    MCP serverUnknown

    Local semantic search over your Obsidian vault - always fresh, never reindex.

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days23Measured · Oct 19, 2026

    Momentum07 days · Measured · -62.3% relative change

  9. Agents

    MCP serverAbandoned

    Innovative AI agent implementations using LangGraph—featuring ReAct, RAG (Corrective, Self, Agentic), chatbots, microagents, and more, with multi-AI agent systems on the horizon! 🤖🚀

    Source
    GitHub
    Language
    Jupyter Notebook
    Last activity
    Jun 8, 2025

    Stars7Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  10. claude-code-tool-kit

    MCP serverDormant

    Production-ready Claude Code configuration. 12 original agents, 200+ slash-command skills, 45+ MCP servers, 14 plugins, design + 3D + WebGPU + GSAP + RAG tooling. One-command Node.js installer for premium websites, SaaS apps, AI agents. Free, MIT, stack-agnostic.

    Source
    GitHub
    Language
    JavaScript
    Last activity
    May 2, 2026

    Stars7Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change