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

    githubcrescita misurataApri fonte ↗

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

    979stelle GitHub+14 (+1.5 %)
  2. 2

    Altro
    Attivo

    Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

    TypeScriptLicenza: Apache-2.0
    • a2a
    • agent
    • agent-os
    • agent-sandbox
    • agentic

    githubcrescita misurataApri fonte ↗

    880stelle GitHub+5 (+0.57 %)
  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

    githubmomentum stimatoApri fonte ↗

    742stelle GitHub—
  4. 4

    Skill
    Attivo

    ReachAI企业级智能体开发平台：快速、安全完成已有业务系统智能化改造，让 AI 在 OA、ERP、CRM 等原系统中查数据、填表单、办业务。ReachAI: Quickly and securely bring AI to existing enterprise systems, enabling AI to query data, fill out forms, and execute business tasks directly within OA, ERP,…

    JavaLicenza: MIT
    • a2a
    • agent
    • agent-framework
    • agent-skills
    • agents

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/w8123/EnterpriseAgentFramework ~/.claude/skills/EnterpriseAgentFramework

    694stelle GitHub+74 (+11.9 %)
  5. 5

    Altro
    Attivo

    The .NET library to build AI agents with 30+ built-in connectors.

    C#Licenza: MIT
    • a2a
    • agent
    • agent-framework
    • agent-orchestration
    • agent2agent

    githubcrescita misurataApri fonte ↗

    639stelle GitHub+1 (+0.16 %)
  6. 6

    Skill
    Attivo

    Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

    • agent-memory
    • ai
    • ai-agents
    • ai-memory
    • anthropic

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault

    628stelle GitHub+34 (+5.7 %)
  7. 7

    Skill
    Attivo

    Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

    PythonLicenza: Apache-2.0
    • agent-memory
    • agent-skills
    • ai-agents
    • benchmark
    • dataset

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    555stelle GitHub+195 (+54.2 %)
  8. 8

    MCP
    Attivo

    AI-powered code indexer with semantic search and knowledge graphs

    RustLicenza: Apache-2.0

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add octocode -- npx @muvon/octocode

      469stelle GitHub+10 (+2.2 %)
    • 9

      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 ↗

      434stelle GitHub+4 (+0.93 %)
    • 10

      Skill
      Attivo

      Deepdive skill for Claude Code — 12-phase research pipeline: plan-review gate, parallel sub-agent search, claims-ledger triangulation with dissent protection, relevance × authority evidence filter, multi-angle red team, four-layer citation…

      PythonLicenza: MIT
      • agent-skills
      • agentic-workflow
      • ai-research-assistant
      • anthropic
      • citation-verification

      githubcrescita misurataApri fonte ↗

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

      393stelle GitHub+5 (+1.3 %)
    • 11

      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 ↗

      387stelle GitHub+10 (+2.7 %)
    • 12

      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

      382stelle GitHub+2 (+0.53 %)
    • 13

      MCP
      Attivo

      Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

      JavaLicenza: Apache-2.0
      • a2a
      • ai-agents
      • ai-orchestration
      • chatbot
      • conversation-memory

      githubcrescita misurataApri fonte ↗

      372stelle GitHubstabile
    • 14

      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

        350stelle GitHub+11 (+3.2 %)
      • 15

        MCP
        Attivo

        AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

        RustLicenza: Apache-2.0
        • a2a
        • ai-agent-framework
        • ai-agents
        • ai-sre
        • aiops

        githubcrescita misurataApri fonte ↗

        342stelle GitHub+84 (+32.6 %)
      • 16

        MCP
        Attivo

        Local-first document management and semantic search for AI coding agents

        TypeScriptLicenza: MIT

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add mcp-documentation-server -- npx @andrea9293/mcp-documentation-server

          342stelle GitHubstabile
        • 17

          Altro
          Attivo

          An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.

          PythonLicenza: MIT
          • agent-security
          • ai-security
          • ai-security-tool
          • artificial-intelligence
          • ctf

          githubcrescita misurataApri fonte ↗

          314stelle GitHub+7 (+2.3 %)
        • 18

          MCP
          Attivo

          Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

          ↓ 85 download/settimanaRustLicenza: Apache-2.0

            mcpcrescita misurataApri fonte ↗

            Installa claude mcp add shodh-memory -- npx @shodh/memory-mcp

            277stelle GitHub+1 (+0.36 %)
          • 19

            Skill
            Attivo

            全流程 智能招投标 Agent：标书生成 · 招投标解读 · 标书检查 · 标书文档ai排版 · 商机发现 一键完成。 21 项合规检查 · 多模型切换 · RAG 知识库 · OCR 抽取。 从招标公告到可交付 docx 文档，全流程 AI 自动化。

            PythonLicenza: AGPL-3.0
            • agent-skills
            • agentic-workflow
            • ai-agent
            • bid-management
            • bidding

            githubcrescita misurataApri fonte ↗

            Installa git clone https://github.com/guangshu100/BidMaster-Pro ~/.claude/skills/BidMaster-Pro

            252stelle GitHub+26 (+11.5 %)
          • 20

            MCP
            Attivo

            A semantic search engine for files and code.

            PythonLicenza: MIT

              mcpcrescita misurataApri fonte ↗

              Installa claude mcp add vexor -- uvx vexor

              239stelle GitHubstabile
            • 21

              Skill
              Attivo

              Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

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

              githubcrescita misurataApri fonte ↗

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

              230stelle GitHub+2 (+0.88 %)
            • 22

              Skill
              Attivo

              The Complete AI Development Toolkit for Claude Code. 106 skills, 36 agents, 171 hooks. Install `ork` for stable (v9.x), or `ork-alpha` for the v10 line, which ships daily.

              TypeScriptLicenza: MIT
              • agent-orchestration
              • agents
              • ai-agents
              • ai-development
              • anthropic

              githubcrescita misurataApri fonte ↗

              Installa /plugin marketplace add yonatangross/orchestkit

              229stelle GitHub+5 (+2.2 %)
            • 23

              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 ↗

              178stelle GitHub+2 (+1.1 %)

            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

              azure-openai-llm-notes

              Skill
              AttivoApri fonte ↗

              A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.

              Python
              • agent
              • agent-framework
              • agent-skills
              • ai-engineering
              • ai-tools
              github

              Installa git clone https://github.com/kimtth/azure-openai-llm-notes ~/.claude/skills/azure-openai-llm-notes

              Risorsacrescita misurata
              410stelle GitHubstabile
            2. 2

              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-1 (-0.32 %)