Retrieval-augmented generation (RAG)

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

399 measured catalogue entriesSnapshot measured Oct 15, 2026Sort: Momentum

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Measured resources

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  1. io.github.Lyellr88/marm-mcp-serverMCP serverUnknown

    Universal MCP Server with advanced AI memory capabilities and semantic search.

    Source
    MCP registry
    Domains
    Agents, skills and MCP
    Uses
    Retrieval-augmented generation (RAG)
    Momentum997 days · Measured+89.24% relative change
    Downloads · last 7 days1,266downloadsMeasured · Oct 15, 2026
  2. claude-memSkillActive

    Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini, Hermes, Copilot, OpenCode + More

    Source
    GitHub
    Language
    TypeScript
    Domains
    Agents, skills and MCP, AI / LLM
    Uses
    Agent skills, Retrieval-augmented generation (RAG), Code assistants
    Momentum70.27 days · Measured+2.23% relative change
    Stars100,804starsMeasured · Oct 15, 2026
  3. book-to-skillSkillActive

    Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Retrieval-augmented generation (RAG)
    Momentum69.37 days · Measured+1.92% relative change
    Stars34,878starsMeasured · Oct 15, 2026
  4. cogneeSkillActive

    Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory with small models for free

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Retrieval-augmented generation (RAG)
    Momentum68.57 days · Measured+1.66% relative change
    Stars32,305starsMeasured · Oct 15, 2026
  5. graphifySkillActive

    Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP, AI / LLM
    Uses
    Agent skills, Retrieval-augmented generation (RAG), Code assistants
    Momentum67.87 days · Measured+1.46% relative change
    Stars126,597starsMeasured · Oct 15, 2026
  6. open-webuiAppActive

    User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP, AI / LLM, Web / JavaScript
    Uses
    Retrieval-augmented generation (RAG)
    Momentum66.37 days · Measured+1.07% relative change
    Stars155,715starsMeasured · Oct 15, 2026
  7. ai-agent-bookAgentActive

    《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP
    Uses
    Retrieval-augmented generation (RAG)
    Momentum66.17 days · Measured+1.02% relative change
    Stars53,558starsMeasured · Oct 12, 2026
  8. headroomMCP serverActive

    Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP, Web / JavaScript
    Uses
    Token efficiency, Retrieval-augmented generation (RAG), Code assistants
    Momentum65.27 days · Measured+0.82% relative change
    Stars75,383starsMeasured · Oct 15, 2026
  9. carrelSkillActive

    Ontology-Augmented Generation for AI agents.

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP
    Uses
    Agent skills, Retrieval-augmented generation (RAG)
    Momentum64.77 days · Measured+52.38% relative change
    Stars64starsMeasured · Oct 15, 2026
  10. crawl4aiAgentActive

    Open-source web crawler and scraper for LLMs and AI agents: any website into clean, LLM-ready Markdown. Run it yourself, or use Crawl4AI Cloud with one key.

    Source
    GitHub
    Language
    Python
    Domains
    Agents, skills and MCP, Cloud, AI / LLM, Web / JavaScript
    Uses
    Retrieval-augmented generation (RAG)
    Momentum64.17 days · Measured+0.61% relative change
    Stars85,561starsMeasured · Oct 15, 2026