Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

121

Classifica degli strumenti

Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    Skill
    Attivo

    The official Pinecone marketplace for Claude Code Plugins

    PythonLicenza: MIT
    • anthropic-claude
    • claude-code
    • claude-code-plugin
    • claude-code-plugin-marketplace
    • hybrid-search

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add pinecone-io/pinecone-claude-code-plugin

    68stelle GitHubstabile
  2. 2

    MCP
    Attivo

    Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL visualization. LongMemEval R@5=97.45%. Self-hosted, Ollama-optional

    PythonLicenza: MIT
    • ai-memory
    • ai-tools
    • anthropic
    • chromadb
    • claude-code

    githubcrescita misurataApri fonte ↗

    67stelle GitHub+1 (+1.5 %)
  3. 3

    MCP
    Attivo

    Token-efficient code review knowledge graph: semantic search and call-graph resolution.

    PythonLicenza: Apache-2.0

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add better-code-review-graph -- uvx better-code-review-graph

      67stelle GitHub+1 (+1.5 %)
    • 4

      MCP
      Attivo

      RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet),…

      JavaScript
      • agentdb
      • ai-agents
      • anthropic-claude
      • claude-code
      • claude-code-plugin

      githubcrescita misurataApri fonte ↗

      65stelle GitHub+1 (+1.6 %)
    • 5

      Skill
      Attivo

      Agent skills for LandingAI's Agentic Document Extraction (ADE) — production-ready document AI for agentic coding assistants

      Licenza: MIT
      • ade
      • agent-skills
      • claude
      • document-extraction
      • document-processing

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/landing-ai/ade-document-processing-skills ~/.claude/skills/ade-document-processing-skills

      64stelle GitHubstabile
    • 6

      Agente
      Attivo

      专利侵权分析系统 —— 输入专利公开号，产出竞品侵权分析报告；同时打包成 skill，可被任意 agent（dsh, codex, claudecode 等） 调用。

      Python
      • agentic-ai
      • claim-chart
      • claude-code
      • claude-code-skill
      • codex

      githubcrescita misurataApri fonte ↗

      60stelle GitHub+3 (+5.3 %)
    • 7

      MCP
      Attivo

      Semantic search and pattern discovery for Obsidian and markdown vaults.

      TypeScript

        mcpcrescita misurataApri fonte ↗

        59stelle GitHubstabile
      • 8

        MCP
        Attivo

        Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.

        TypeScriptLicenza: Apache-2.0
        • agent-skills
        • ai-memory
        • ai-tools
        • claude-code
        • codex

        githubcrescita misurataApri fonte ↗

        58stelle GitHub+3 (+5.5 %)
      • 9

        Altro
        Attivo

        A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memory, self-learning skills, multi-model routing, sandboxed…

        RustLicenza: MIT
        • a2a
        • acp
        • ai-agent
        • claude
        • cli

        githubcrescita misurataApri fonte ↗

        58stelle GitHub+1 (+1.8 %)
      • 10

        MCP
        Attivo

        Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem…

        JavaScriptLicenza: MIT
        • agent-memory
        • ai-coding-assistant
        • ai-memory
        • anthropic
        • claude

        githubcrescita misurataApri fonte ↗

        57stelle GitHub+3 (+5.6 %)
      • 11

        MCP
        Attivo

        Local semantic search over Obsidian vaults via Smart Connections embeddings. Multi-vault, private.

        TypeScriptLicenza: MIT

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add smart-connections-mcp -- npx smart-connections-mcp

          55stelle GitHub+1 (+1.9 %)
        • 12

          Libreria
          SconosciutoUltimo commit: non disponibile

          Typescript bindings for langchain

          • llm
          • ai
          • gpt3
          • chain
          • prompt

          npmcrescita misurataApri fonte ↗

          Installa npm install langchain

          2 147 995download in 7 giorni-154 912 (-6.7 %)
        • 13

          Libreria
          SconosciutoUltimo commit: non disponibile

          Interface between LLMs and your data

          • LLM
          • NLP
          • RAG
          • data
          • devtools

          pypicrescita misurataApri fonte ↗

          Installa pip install llama-index

          777 745download in 7 giorni-72 798 (-8.6 %)
        • 14

          Libreria
          SconosciutoUltimo commit: non disponibile

          Embeddings, Retrieval, and Reranking

          • Transformer Networks
          • BERT
          • XLNet
          • sentence embedding
          • PyTorch

          pypicrescita misurataApri fonte ↗

          Installa pip install sentence-transformers

          5 337 501download in 7 giorni-354 838 (-6.2 %)

        Risorse didattiche e di riferimento

        Ranked by known GitHub stars, highest first; archived repositories come after maintained repositories. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

        1. 1

          ai-agent-architecture

          Altro
          AttivoApri fonte ↗

          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

          HTML
          • a2a-protocol
          • ai
          • ai-agents
          • context-engineering
          • distributed-systems
          githubRisorsacrescita misurata
          46stelle GitHubstabile
        2. 2

          Agentic_AI_Engineer

          Agente
          AttivoApri fonte ↗

          My complete journey to becoming an Agentic AI Engineer through structured learning, projects, experiments, and production-ready implementations of modern AI systems.

          Jupyter NotebookLicenza: MIT
          • a2a-protocol
          • agent-orchestration
          • ai-guardrails
          • fastapi
          • kubernetes
          githubRisorsacrescita misurata
          18stelle GitHubstabile
        3. 3

          lit-review-agent-tools

          MCP
          AttivoApri fonte ↗

          🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。

          PythonLicenza: CC0-1.0
          • academic-research
          • ai-agents
          • awesome
          • awesome-list
          • claude-code
          githubRisorsacrescita misurata
          16stelle GitHub+3 (+23.1 %)
        4. 4

          awesome-agentic-ai

          MCP
          AttivoApri fonte ↗

          Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.

          Licenza: CC0-1.0
          • a2a
          • agent-framework
          • agentic-ai
          • ai-agents
          • ai-engineering
          githubRisorsacrescita misurata
          2stelle GitHubstabile
        5. 5

          ai-resources

          Altro
          AttivoApri fonte ↗

          Comprehensive collection of AI concepts, research findings, and practical implementations. From machine learning fundamentals to cutting-edge LLMs, agents, and emerging technologies.

          PythonLicenza: MIT
          • a2a
          • ai
          • azureopenai
          • mcp
          • openai
          githubRisorsacrescita misurata
          1stelle GitHubstabile
        6. 6

          Agentic-AI-Project-Find-Deal-Opportunities

          Altro
          AttivoApri fonte ↗

          Detect underpriced products by scraping deals and using AI models to estimate fair prices for profit opportunity identification.

          Jupyter Notebook
          • a
          • a2a
          • activemq
          • amqp
          • awesome
          githubRisorsacrescita misurata
          1stelle GitHubstabile
        7. 7

          ai-engineering-hub

          Agente
          AttivoApri fonte ↗

          A collection of LLM-powered Real-World applications and projects

          PythonLicenza: MIT
          • a2a
          • agentic-rag
          • agents
          • ai-agents
          • docker
          githubRisorsamomentum stimato
          0stelle GitHub—