Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

112

Classifica degli strumenti

Classifica per crescita misurata e normalizzata tra le fonti. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    Skill
    Attivo

    Agent Skills for NVIDIA products — install into Claude Code, Codex, and other coding agents to run Physical AI, robotics, simulation, CUDA, and RAG workflows end to end.

    PythonLicenza: Apache-2.0
    • agent-skills
    • agentic-ai
    • ai-agents
    • claude-code
    • codex

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/NVIDIA/skills ~/.claude/skills/skills

    3 172stelle GitHub+53 (+1.7 %)
  2. 2

    Skill
    Attivo

    Persistent memory for Claude Code and 6 other CLI agents, stored as plain markdown in your Obsidian vault. Stop re-explaining your projects, decisions and people every session. 45 commands: hybrid semantic search, self-rewriting notes,…

    PythonLicenza: MIT
    • agent-skills
    • ai-agents
    • ai-note-taking
    • ai-second-brain
    • anthropic

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/eugeniughelbur/obsidian-second-brain ~/.claude/skills/obsidian-second-brain

    4 292stelle GitHub+66 (+1.6 %)
  3. 3

    MCP
    Attivo

    Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…

    GoLicenza: MIT
    • agent-memory
    • ai-memory
    • claude-code
    • claude-code-hooks
    • claude-code-plugins

    githubcrescita misurataApri fonte ↗

    742stelle GitHub+11 (+1.5 %)
  4. 4

    MCP
    Attivo

    AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.

    RustLicenza: MIT
    • ast
    • call-graph
    • claude-code
    • claude-code-plugin
    • code-navigation

    githubcrescita misurataApri fonte ↗

    71stelle GitHub+1 (+1.4 %)
  5. 5

    MCP
    Attivo

    Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

    TypeScriptLicenza: MIT
    • agent-skills
    • cli-tool
    • developer-tools
    • hybrid-search
    • local-first

    githubcrescita misurataApri fonte ↗

    378stelle GitHub+5 (+1.3 %)
  6. 6

    Skill
    Attivo

    FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.

    PythonLicenza: MIT
    • agent-skills
    • ai-persona
    • bdrc
    • buddhism
    • chinese-buddhism

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill

    380stelle GitHub+5 (+1.3 %)
  7. 7

    Skill
    Attivo

    Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer,…

    PythonLicenza: MIT
    • agentic-ai
    • ai-agents
    • claude
    • claude-code
    • claude-skills

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/alfadur7/llm-wiki-newsroom ~/.claude/skills/llm-wiki-newsroom

    80stelle GitHub+1 (+1.3 %)
  8. 8

    Skill
    Attivo
    Python
    • agent
    • agent-memory
    • agent-skills
    • agentic
    • dsh-plugin

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS

    970stelle GitHub+12 (+1.3 %)
  9. 9

    MCP
    Attivo

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

    ↓ 913 download/settimanaPythonLicenza: Apache-2.0

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add marm-mcp-server -- uvx marm-mcp-server

      339stelle GitHub+4 (+1.2 %)
    • 10

      MCP
      Attivo

      Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

      TypeScriptLicenza: MIT
      • accuracy
      • agents
      • claude-skills
      • context
      • harness

      githubcrescita misurataApri fonte ↗

      433stelle GitHub+5 (+1.2 %)
    • 11

      MCP
      Attivo

      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.

      PythonLicenza: Apache-2.0
      • agent
      • ai
      • anthropic
      • claude-code
      • compression

      githubcrescita misurataApri fonte ↗

      68 629stelle GitHub+784 (+1.2 %)
    • 12

      MCP
      Attivo

      USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with…

      PythonLicenza: MIT
      • bigquery
      • claude-code
      • claude-code-plugin
      • faiss
      • mcp-server

      githubcrescita misurataApri fonte ↗

      177stelle GitHub+2 (+1.1 %)
    • 13

      Skill
      Attivo

      A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

      PythonLicenza: MIT
      • agent
      • agent-memory
      • ai-agents
      • claude-code
      • claude-code-plugin

      githubcrescita misurataApri fonte ↗

      Installa /plugin marketplace add zilliztech/memsearch

      2 546stelle GitHub+27 (+1.1 %)
    • 14

      MCP
      Attivo

      A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

      GoLicenza: Apache-2.0
      • a2a
      • a2a-protocol
      • ag-ui
      • agent
      • agent-framework

      githubcrescita misurataApri fonte ↗

      1 759stelle GitHub+18 (+1.0 %)
    • 15

      MCP
      Attivo

      MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

      TypeScriptLicenza: MIT
      • ai-agents
      • claude
      • claude-ai
      • claude-code
      • claude-code-plugin

      githubcrescita misurataApri fonte ↗

      102stelle GitHub+1 (+0.99 %)
    • 16

      MCP
      Attivo

      Self improving agents through iterations

      PythonLicenza: Apache-2.0
      • agent-learning
      • agent-memory
      • agentic-workflows
      • ai-agents
      • claude-code

      githubcrescita misurataApri fonte ↗

      105stelle GitHub+1 (+0.96 %)
    • 17

      MCP
      Attivo

      Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

      PythonLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add arxiv-mcp-server -- uvx arxiv-mcp-server

        3 091stelle GitHub+26 (+0.85 %)
      • 18

        MCP
        Attivo

        A semantic search engine for files and code.

        PythonLicenza: MIT

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add vexor -- uvx vexor

          239stelle GitHub+2 (+0.84 %)
        • 19

          Skill
          Attivo

          Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under…

          PythonLicenza: MIT
          • agent-memory
          • ai
          • ai-agents
          • ai-memory
          • claude-code

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/docmancer/docmancer ~/.claude/skills/docmancer

          123stelle GitHub+1 (+0.82 %)
        • 20

          Skill
          Attivo

          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,…

          JavaScriptLicenza: Apache-2.0
          • ai
          • ai-agents
          • ai-memory
          • anthropic
          • artificial-intelligence

          githubcrescita misurataApri fonte ↗

          Installa /plugin marketplace add thedotmack/claude-mem

          93 043stelle GitHub+717 (+0.78 %)
        • 21

          Agente
          Attivo

          Ruby's capable AI runtime

          RubyLicenza: MIT
          • a2a
          • a2a-client
          • agent
          • agent2agent
          • agents

          githubcrescita misurataApri fonte ↗

          138stelle GitHub+1 (+0.73 %)
        • 22

          Agente
          Attivo

          The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

          PythonLicenza: Apache-2.0
          • agentic-memory
          • agentic-memory-system
          • agents
          • ai
          • ai-agents

          githubcrescita misurataApri fonte ↗

          64 602stelle GitHub+387 (+0.60 %)
        • 23

          Agente
          Attivo

          RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

          GoLicenza: Apache-2.0
          • agent-harness
          • agentic-ai
          • agentic-retrieval
          • agentic-search
          • ai

          githubcrescita misurataApri fonte ↗

          89 937stelle GitHub+518 (+0.58 %)

        Risorse didattiche e di riferimento

        Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

        1. 1

          agent-systems-handbook

          Agente
          AttivoApri fonte ↗

          A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…

          MDX
          • a2a
          • agent-framework
          • agent-memory
          • agentic-ai
          • agentic-workflow
          githubRisorsacrescita misurata
          316stelle GitHub+3 (+0.96 %)
        2. 2

          awesome-llm-apps

          Skill
          AttivoApri fonte ↗

          100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

          PythonLicenza: Apache-2.0
          • agents
          • llms
          • python
          • rag
          github

          Installa git clone https://github.com/Shubhamsaboo/awesome-llm-apps ~/.claude/skills/awesome-llm-apps

          Risorsacrescita misurata
          135 793stelle GitHub+1 057 (+0.78 %)