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. com.opensolr/opensolr-mcp

    MCP serverUnknown

    Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days437Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  2. io.github.memtomem/memtomem

    MCP serverUnknown

    Markdown-first long-term memory for AI agents. Hybrid BM25 + vector search, runs locally.

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days406Measured · Oct 18, 2026

    Momentum07 days · Measured · 0% relative change

  3. ai-agent-architecture

    OtherActive

    Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, trade-offs, and numbers, not prompt tips

    Source
    GitHub
    Language
    HTML
    Last activity
    Oct 3, 2026

    Stars53Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  4. LLM-Wiki

    MCP serverDormant

    Autonomous knowledge base plugin for Claude Code - captures reserch, ideas, and decisions into an interlinked wiki with reserch-on-miss, semantic search, and a Wikipedia-style web UI. Knowledge compounds as you work.

    Source
    GitHub
    Language
    Python
    Last activity
    Apr 26, 2026

    Stars50Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  5. Octocode

    MCP serverUnknown

    AI-powered code indexer with semantic search and knowledge graphs

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days329Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  6. crewform

    OtherActive

    Build your AI team with Crewform. Orchestrate specialized, autonomous agents to collaborate on complex tasks and connect outputs to your stack. — AI Orchestration for Everyone

    Source
    GitHub
    Language
    TypeScript
    Last activity
    Oct 18, 2026

    Stars47Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  7. Citadel

    MCP serverUnknown

    Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

    Source
    MCP registry
    Last activity
    No activity date supplied

    Downloads · last 7 days316Measured · Oct 19, 2026

    Momentum07 days · Measured · -51.31% relative change

  8. UnifAI

    AgentActive

    Production-grade multi-agent orchestration engine. Compose agentic workflows from a pluggable catalog of Agents, LLMs, tools, and retrievers. Execute locally with LangGraph or distributed with Temporal. Built-in RAG pipeline for enterprise knowledge retrieval. A2A and MCP protocol support. Visual drag-and-drop blueprint builder.

    Source
    GitHub
    Language
    Python
    Last activity
    Oct 15, 2026

    Stars45Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  9. AgentStack

    MCP serverDormant

    AgentStack is a production-grade multi-agent framework built on Mastra, delivering 50+ enterprise tools, 25+ specialized agents, and A2A/MCP orchestration for scalable AI systems. Focuses on financial intelligence, RAG pipelines, observability, and secure governance. ACP Openclaw, Gemini CLI, Opencode

    Source
    GitHub
    Language
    TypeScript
    Last activity
    Apr 21, 2026

    Stars44Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change

  10. beacon-plugin

    SkillActive

    Semantic code search plugin for Claude Code using hybrid vector search + BM25. 98% accuracy, 5x faster than grep.

    Source
    GitHub
    Language
    JavaScript
    Last activity
    Sep 13, 2026

    Stars43Measured · Oct 19, 2026

    Momentum07 days · Measured · 0% relative change