Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

137

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

    App
    Attivo

    World's first open-source enterprise world model.

    RustLicenza: Apache-2.0
    • agent-memory
    • bitemporal
    • graphrag
    • knowledge-base
    • knowledge-graph

    githubcrescita misurataApri fonte ↗

    2 428stelle GitHub+1 596 (+191.8 %)
  2. 2

    Agente
    Attivo

    AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).

    Python
    • ai
    • anthropic
    • claude
    • fastapi
    • llm

    githubcrescita misurataApri fonte ↗

    3 488stelle GitHub+1 925 (+123.2 %)
  3. 3

    Skill
    Attivo

    AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

    PythonLicenza: AGPL-3.0
    • agent-skills
    • ai-agents
    • codex
    • codex-skill
    • document-conversion

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

    89stelle GitHub+38 (+74.5 %)
  4. 4

    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

    424stelle GitHub+170 (+66.9 %)
  5. 5

    MCP
    Attivo

    Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

    RustLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      67stelle GitHub+14 (+26.4 %)
    • 6

      MCP
      Attivo

      Semantic search and pattern discovery for Obsidian and markdown vaults.

      TypeScript

        mcpcrescita misurataApri fonte ↗

        59stelle GitHub+7 (+13.5 %)
      • 7

        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

        638stelle GitHub+54 (+9.2 %)
      • 8

        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

        233stelle GitHub+17 (+7.9 %)
      • 9

        MCP
        Attivo

        Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

        JavaScriptLicenza: Apache-2.0

          mcpcrescita misurataApri fonte ↗

          Server remoto da dichiarare nella configurazione MCP https://three.ws/api/ibm-mcp

          105stelle GitHub+7 (+7.1 %)
        • 10

          MCP
          Attivo

          Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

          ↓ 84 download/settimanaJavaScriptLicenza: Apache-2.0

            mcpcrescita misurataApri fonte ↗

            Installa claude mcp add alibaba-cloud -- npx @three-ws/alibaba-cloud-mcp

            105stelle GitHub+7 (+7.1 %)
          • 11

            MCP
            Attivo

            IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

            ↓ 73 download/settimanaJavaScriptLicenza: Apache-2.0

              mcpcrescita misurataApri fonte ↗

              Installa claude mcp add ibm-watsonx -- npx @three-ws/ibm-watsonx-mcp

              105stelle GitHub+7 (+7.1 %)
            • 12

              MCP
              Attivo

              x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

              ↓ 70 download/settimanaJavaScriptLicenza: Apache-2.0

                mcpcrescita misurataApri fonte ↗

                Installa claude mcp add ibm-x402-mcp -- npx @three-ws/ibm-x402-mcp

                105stelle GitHub+7 (+7.1 %)
              • 13

                Altro
                Attivo

                Graph-Native Infrastructure for Context and Accountable AI Systems

                PythonLicenza: MIT
                • agent-memory
                • ai
                • ai-governance
                • ai-infrastructure
                • artificial-intelligence

                githubcrescita misurataApri fonte ↗

                11 740stelle GitHub+678 (+6.1 %)
              • 14

                Skill
                Attivo

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

                PythonLicenza: MIT
                • agent-skills
                • ai-agents
                • book-to-skill
                • context-engineering
                • document-processing

                githubcrescita misurataApri fonte ↗

                Installa git clone https://github.com/virgiliojr94/book-to-skill ~/.claude/skills/book-to-skill

                27 824stelle GitHub+1 525 (+5.8 %)
              • 15

                Altro
                Attivo

                剧本分镜工具智能体（PenShot）：电影/动漫/短剧/小说/剧本→分镜→片段→prompt | 基于 LangGraph+LLM，自动解析任意格式剧本，生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词。保持角色/剧情跨片段一致，支持 MCP/REST API/函数调用 | Python库 + A2A集成。（LLM-powered screenplay-to-video-prompt agent. Break scripts into…

                PythonLicenza: MIT
                • agent-to-agent
                • ai-filmmaking
                • ai-video-generation
                • character-consistency
                • function-calling

                githubcrescita misurataApri fonte ↗

                157stelle GitHub+6 (+4.0 %)
              • 16

                Skill
                Attivo

                🤖 Curated AI OSINT resources — Google dorks, Shodan queries, GitHub dorks, and techniques to discover exposed LLM endpoints, leaked AI API keys, misconfigured vector databases, and unprotected AI agents

                • agent-skills
                • ai-osint
                • ai-security
                • bug-bounty
                • clawhavoc

                githubcrescita misurataApri fonte ↗

                Installa git clone https://github.com/7WaySecurity/ai_osint ~/.claude/skills/ai_osint

                159stelle GitHub+6 (+3.9 %)
              • 17

                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 ↗

                56stelle GitHub+2 (+3.7 %)
              • 18

                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 ↗

                57stelle GitHub+2 (+3.6 %)
              • 19

                MCP
                Attivo

                Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.

                TypeScriptLicenza: MIT
                • agentic-skill
                • anthropic
                • automation
                • citations
                • claude-code

                githubcrescita misurataApri fonte ↗

                171stelle GitHub+6 (+3.6 %)
              • 20

                Skill
                Attivo

                Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sources into a self-maintaining, scalable markdown knowledge base.

                TypeScriptLicenza: MIT
                • ai-tools
                • claude-code-plugin
                • claude-code-skill
                • codex-skill
                • cursor

                githubcrescita misurataApri fonte ↗

                Installa /plugin marketplace add praneybehl/llm-wiki-plugin

                97stelle GitHub+3 (+3.2 %)
              • 21

                MCP
                Attivo

                Context Engineering: Build Consistent, Accurate, Predictable AI Systems

                PythonLicenza: Apache-2.0
                • agent-skills
                • agentic-ai
                • context-engineering
                • generative-ai
                • llm

                githubcrescita misurataApri fonte ↗

                135stelle GitHub+4 (+3.1 %)
              • 22

                MCP
                Attivo

                A trilingual (繁中 / English / 简中) learning roadmap for agentic AI: from LLM basics to multi-agent systems, with 240+ curated resources and hands-on examples. 中文 AI agent 學習地圖。

                PythonLicenza: MIT
                • agentic-ai
                • agentic-workflows
                • ai-agent
                • ai-agents
                • awesome-list

                githubcrescita misurataApri fonte ↗

                6 589stelle GitHub+144 (+2.2 %)
              • 23

                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+5 (+2.2 %)
              • 24

                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

                605stelle GitHub+13 (+2.2 %)

              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

                atlas-agent-control-plane

                Skill
                AttivoApri fonte ↗

                AtlasAgent - an auditable AI agent control plane: evidence-backed memory, governed tool runtime, checkpoint DAG recovery, and a 55-chapter engineering tutorial. FastAPI / Next.js PWA / Textual TUI

                PythonLicenza: MIT
                • agent
                • agent-framework
                • agent-orchestration
                • agent-skills
                • agentic-ai
                github

                Installa git clone https://github.com/malevrigns/atlas-agent-control-plane ~/.claude/skills/atlas-agent-control-plane

                Risorsacrescita misurata
                105stelle GitHub+47 (+81.0 %)