Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

146

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
    Dormiente

    小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

    Python
    • agent-skills
    • ai-search
    • document-search
    • file-search
    • local-search

    githubcrescita misurataApri fonte ↗

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

    1 084stelle GitHubstabile
  2. 2

    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

    977stelle GitHub+12 (+1.2 %)
  3. 3

    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 ↗

    879stelle GitHub+5 (+0.57 %)
  4. 4

    CLI
    Attivo

    Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

    RustLicenza: MIT
    • agent-tools
    • ai-development-tools
    • ai-tools
    • bm25
    • call-graph

    githubcrescita misurataApri fonte ↗

    764stelle GitHub-1 (-0.13 %)
  5. 5

    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+3 (+0.41 %)
  6. 6

    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

    685stelle GitHub+68 (+11.0 %)
  7. 7

    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 %)
  8. 8

    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

    621stelle GitHub+29 (+4.9 %)
  9. 9

    Skill
    Dormiente

    Give Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB - just a single .mv2 file you can git commit, scp, or share. Native Rust core with sub-ms operations.

    TypeScriptLicenza: MIT
    • ai-tools
    • anthropic
    • claude
    • claude-agents
    • claude-ai

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/memvid/claude-brain ~/.claude/skills/claude-brain

    575stelle GitHubstabile
  10. 10

    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

    525stelle GitHub+199 (+61.0 %)
  11. 11

    Agente
    Dormiente

    Aser is a lightweight, self-assembling AI Agent frame.

    PythonLicenza: MIT
    • a2a-protocol
    • agent
    • agents
    • ai
    • ai-agent

    githubcrescita misurataApri fonte ↗

    471stelle GitHub-1 (-0.21 %)
  12. 12

    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

      459stelle GitHubstabile
    • 13

      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 %)
    • 14

      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 %)
    • 15

      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 ↗

      383stelle GitHub+7 (+1.9 %)
    • 16

      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 %)
    • 17

      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 GitHub+1 (+0.27 %)
    • 18

      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
      • 19

        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 ↗

        339stelle GitHub+81 (+31.4 %)
      • 20

        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 GitHubstabile
        • 21

          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 ↗

          312stelle GitHub+5 (+1.6 %)
        • 22

          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

            276stelle GitHubstabile
          • 23

            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

            251stelle GitHub+30 (+13.6 %)

          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+3 (+0.96 %)