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

    MCP
    Attivo

    A semantic search engine for files and code.

    PythonLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add vexor -- uvx vexor

      239stelle GitHubstabile
    • 2

      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 %)
    • 3

      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 %)
    • 4

      MCP
      Attivo

      Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). Intent-to-tool routing, safe defaults, multi-agent.

      Licenza: MIT
      • academic
      • agent-skill
      • agent-skills
      • asta
      • asta-skill

      githubcrescita misurataApri fonte ↗

      183stelle GitHubstabile
    • 5

      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 %)
    • 6

      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 %)
    • 7

      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 %)
    • 8

      Altro
      Attivo

      Deploy intelligence. Open-source infrastructure for AI agents in production.

      • a2a
      • agent-framework
      • agent-orchestration
      • agent-server
      • agentic-ai

      githubcrescita misurataApri fonte ↗

      169stelle GitHub-7 (-4.0 %)
    • 9

      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

      162stelle GitHub+7 (+4.5 %)
    • 10

      MCP
      Abbandonato

      Shared Memory Storage for Multi-Agent Systems

      GoLicenza: AGPL-3.0
      • a2a
      • agent-memory
      • agentic-ai
      • ai
      • ai-agents

      githubcrescita misurataApri fonte ↗

      159stelle GitHub-1 (-0.62 %)
    • 11

      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
    • 12

      Agente
      Attivo

      Ruby's capable AI runtime

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

      githubcrescita misurataApri fonte ↗

      139stelle GitHub+2 (+1.5 %)
    • 13

      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 %)
    • 14

      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 %)
    • 15

      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 %)
    • 16

      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
    • 17

      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 %)
      • 18

        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 %)
      • 19

        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 %)
      • 20

        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
        • 21

          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
          • 22

            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
            • 23

              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

              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

                dspy-skills

                Skill
                AttivoApri fonte ↗

                Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

                PythonLicenza: MIT
                • agent-skills
                • claude-code
                • claude-skills
                • dspy
                • llm
                github

                Installa git clone https://github.com/OmidZamani/dspy-skills ~/.claude/skills/dspy-skills

                Risorsacrescita misurata
                122stelle GitHub+1 (+0.83 %)
              2. 2

                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 %)