Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

120

Classifica degli strumenti

Ranked by normalized popularity across sources. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    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+3 (+1.3 %)
  2. 2

    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

    228stelle GitHub+4 (+1.8 %)
  3. 3

    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 %)
  4. 4

    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 ↗

    173stelle GitHub+6 (+3.6 %)
  5. 5

    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 ↗

    172stelle GitHub+19 (+12.4 %)
  6. 6

    Skill
    Attivo

    Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harness -- every number reproducible, negative results included.

    PythonLicenza: MIT
    • agent
    • agent-evaluation
    • agent-skills
    • code-agent
    • llm

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/hwfengcs/DM-Code-Agent ~/.claude/skills/DM-Code-Agent

    151stelle GitHubstabile
  7. 7

    Agente
    Attivo

    Ruby's capable AI runtime

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

    githubcrescita misurataApri fonte ↗

    139stelle GitHub+2 (+1.5 %)
  8. 8

    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 ↗

    136stelle GitHub+4 (+3.0 %)
  9. 9

    Skill
    Attivo

    A self-hosted knowledge platform for humans and AI agents — publish wikis, blogs, and portable Agent Skills.

    TypeScriptLicenza: Apache-2.0
    • agent-skills
    • ai-agent
    • blog
    • golang
    • knowledge-base

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/Ciao1019/Petrichor ~/.claude/skills/Petrichor

    127stelle GitHub+1 (+0.79 %)
  10. 10

    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 %)
  11. 11

    Skill
    Attivo

    Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.

    JavaScriptLicenza: MIT
    • agent-skills
    • ai-agents
    • ai-assistant
    • claude-code
    • codex

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/NimaChu/my-wiki ~/.claude/skills/my-wiki

    123stelle GitHubstabile
  12. 12

    MCP
    Attivo

    Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

    TypeScriptLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Server remoto da dichiarare nella configurazione MCP https://mcp.apple-rag.com

      117stelle GitHub+1 (+0.86 %)
    • 13

      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

      111stelle GitHub+46 (+70.8 %)
    • 14

      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 ↗

      109stelle GitHub+7 (+6.9 %)
    • 15

      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 GitHubstabile
      • 16

        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 GitHubstabile
        • 17

          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 GitHubstabile
          • 18

            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 GitHubstabile
            • 19

              MCP
              Attivo

              Self improving agents through iterations

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

              githubcrescita misurataApri fonte ↗

              104stelle GitHubstabile
            • 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

              99stelle GitHub+5 (+5.3 %)
            • 21

              Agente
              Attivo

              🚀 Way Back Home

              PythonLicenza: Apache-2.0
              • a2a
              • adk
              • agents
              • bigquery
              • google-cloud

              githubcrescita misurataApri fonte ↗

              96stelle GitHubstabile
            • 22

              Skill
              Attivo

              Distill any document corpus into a navigable skill hierarchy for LLM agents — no retrieval system needed at serve time.

              PythonLicenza: MIT
              • agent-skills
              • emnlp-2026
              • enterprise-search
              • llm
              • llm-agents

              githubcrescita misurataApri fonte ↗

              Installa git clone https://github.com/dukesun99/Corpus2Skill ~/.claude/skills/Corpus2Skill

              84stelle GitHub+1 (+1.2 %)
            • 23

              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

              81stelle GitHub+1 (+1.2 %)

            Risorse didattiche e di riferimento

            Ranked by normalized popularity across sources. 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
              110stelle GitHub+39 (+54.9 %)
            2. 2

              membrane

              Skill
              AttivoApri fonte ↗

              A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.

              GoLicenza: MIT
              • agent
              • agent-framework
              • agent-memory
              • agent-skills
              • agentic
              github

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

              Risorsacrescita misurata
              94stelle GitHubstabile