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

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

    Skill
    Dormiente

    LLM-maintained personal wiki for Claude Code. Active librarian: ingest, synthesize, cross-link, remind.

    ShellLicenza: MIT
    • claude-code
    • claude-code-plugin
    • knowledge-base
    • llm
    • rag

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add deepfounder-ai/llm-wiki

    13stelle GitHubstabile
  2. 2

    Skill
    Attivo

    官方简体中文 Agent Skills for SearchCans SERP API、Reader API 与 Account API：深度研究、SEO/GEO 内容差距分析与网页提取审计。

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

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/SearchCans/searchcans-skills-zh ~/.claude/skills/searchcans-skills-zh

    3stelle GitHubstabile
  3. 3

    Altro
    Dormiente

    nano-degree in Agentic AI

    PythonLicenza: MIT
    • a2a
    • acp
    • agent
    • mcp
    • rag

    githubcrescita misurataApri fonte ↗

    13stelle GitHub+1 (+8.3 %)
  4. 4

    Skill
    Attivo

    A lightweight, lightning-fast, in-process vector database

    C++Licenza: Apache-2.0
    • agent-skills
    • db
    • embedded
    • faiss
    • fts

    githubcrescita misurataApri fonte ↗

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

    15 784stelle GitHub+246 (+1.6 %)
  5. 5

    Agente
    Attivo

    AI agent that plays a city quest game using MCP, A2A, RAG, and memory. Built with Microsoft Agent Framework and Azure OpenAI

    PythonLicenza: MIT
    • agent-to-agent
    • ai-agents
    • azure-ai-search
    • azure-openai
    • mcp

    githubcrescita misurataApri fonte ↗

    3stelle GitHubstabile
  6. 6

    Skill
    Attivo

    Manage stateful, persistent agent workloads with Cloudflare Durable Objects for efficient, scalable real-time communication and scheduling.

    TypeScriptLicenza: MIT
    • agentic-framework
    • agentic-rag
    • agents
    • ai-agents
    • autogen

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add pertamaxxx/agents

    3stelle GitHubstabile
  7. 7

    Altro
    Dormiente

    Build an autonomous supply chain with Gemini 3 Flash Code Execution & AlloyDB AI ScaNN. Deterministic vision + semantic search + A2A protocol.

    PythonLicenza: Apache-2.0
    • a2a-protocol
    • alloydb
    • gemini-3-flash
    • generative-ai
    • google-cloud

    githubcrescita misurataApri fonte ↗

    3stelle GitHubstabile
  8. 8

    MCP
    Attivo

    Remote ChromaDB vector database MCP server with streamable HTTP transport

    TypeScriptLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Server remoto da dichiarare nella configurazione MCP https://meloncafe.github.io/chromadb-remote-mcp/mcp

      12stelle GitHubstabile
    • 9

      Agente
      Abbandonato

      LeapRAG is an open-source platform that integrates advanced RAG technology with Google’s A2A protocol, enabling users to build context-aware, data-driven agents. These agents are automatically A2A-compliant and can be discovered and used by…

      PythonLicenza: Apache-2.0
      • a2a
      • a2a-protocol
      • agent-to-agent
      • agents
      • chatgpt

      githubcrescita misurataApri fonte ↗

      3stelle GitHubstabile
    • 10

      MCP
      Dormiente

      Local-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.

      GoLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        3stelle GitHubstabile
      • 11

        MCP
        Attivo

        The enterprise-grade CrewAI alternative for Go. Orchestrate strictly-typed, parallel AI agents with LangGraph-style Flow persistence, distributed A2A protocols, Model Context Protocol (MCP), and Human-in-the-Loop training.

        GoLicenza: MIT
        • a2a
        • a2a-protocol
        • agentic-framework
        • agentic-rag
        • agentic-workflow

        githubcrescita misurataApri fonte ↗

        11stelle GitHubstabile
      • 12

        MCP
        Attivo

        Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

        RustLicenza: Apache-2.0

          mcpcrescita misurataApri fonte ↗

          Server remoto da dichiarare nella configurazione MCP https://sui.mcp.kapa.ai

          7 740stelle GitHubstabile
        • 13

          MCP
          Dormiente

          Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.

          PythonLicenza: MIT

            mcpcrescita misurataApri fonte ↗

            3stelle GitHubstabile
          • 14

            MCP
            Dormiente

            RedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.

            mcpcrescita misurataApri fonte ↗

            Server remoto da dichiarare nella configurazione MCP https://redm-mcp.fivem.no/mcp

            3stelle GitHubstabile
          • 15

            MCP
            Attivo

            Persistent memory for AI assistants with semantic search and knowledge graph relationships.

            RustLicenza: Apache-2.0

              mcpcrescita misurataApri fonte ↗

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

              11stelle GitHubstabile
            • 16

              MCP
              Attivo

              Encrypted-first embedded database with vector search and agent memory, exposed as MCP tools

              RustLicenza: Apache-2.0

                mcpcrescita misurataApri fonte ↗

                Installa claude mcp add mcp -- uvx citadeldb-mcp

                3stelle GitHubstabile
              • 17

                Skill
                Attivo

                Your AI confers, with anyone's — an open A2A protocol platform where AI Agents talk to each other on behalf of their owners. Self-hosted, DID:web identity, RFC 9421 signatures, Claude Code plugin.

                TypeScriptLicenza: Apache-2.0
                • a2a
                • a2a-protocol
                • agent-communication
                • agent-to-agent
                • ai-agents

                githubcrescita misurataApri fonte ↗

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

                3stelle GitHubstabile
              • 18

                Skill
                Attivo

                Claude Code plugin: four-layer long-term memory (L0→L1→L2→L3 Persona) with local FTS5 + EmbeddingGemma vector hybrid recall, zero external API

                JavaScript
                • agent
                • ai-agent
                • claude-code-plugin
                • embedding
                • llm

                githubcrescita misurataApri fonte ↗

                Installa /plugin marketplace add baodq97/tencentdb-agent-memory

                10stelle GitHubstabile
              • 19

                MCP
                Attivo

                Persistent memory and receipt-verified workflows for Claude Code — plugin, MCP server, and spec-driven dev framework in one pip install.

                HTMLLicenza: Apache-2.0
                • agent-memory
                • ai
                • claude
                • claude-code
                • claude-code-plugin

                githubcrescita misurataApri fonte ↗

                10stelle GitHubstabile
              • 20

                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 659stelle GitHub+154 (+2.4 %)
              • 21

                App
                Dormiente

                Enterprise-grade database architect, security auditor and production consultant for Supabase — Claude Code Skill

                TypeScriptLicenza: MIT
                • anthropic
                • claude-code
                • claude-code-skill
                • database-architect
                • multi-tenant

                githubcrescita misurataApri fonte ↗

                3stelle GitHubstabile
              • 22

                Skill
                Attivo

                Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.

                PythonLicenza: MIT
                • ai-agents
                • ai-coding
                • ai-development
                • ai-engineer
                • automation

                githubcrescita misurataApri fonte ↗

                Installa git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack

                10stelle GitHubstabile

              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

                claude-memory

                Altro
                DormienteApri fonte ↗

                Persistent memory for Claude Code. Auto-capture decisions, learnings, client info. Cloud backup to Supabase. Never lose context again. Free alternative to Mem.ai, Rewind AI, Personal AI.

                PythonLicenza: MIT
                • ai-memory
                • claude
                • claude-code
                • claude-code-skills
                • claude-memory
                githubRisorsacrescita misurata
                14stelle GitHubstabile

              Elencati senza metrica pubblica

              Classifica mista: la crescita misurata ha la precedenza. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

              1. 1

                MCP
                SconosciutoUltimo commit: non disponibile

                Persistent memory for AI agents. Semantic search, memory graph, W3C DID identity.

                mcpmetrica non pubblicataApri fonte ↗

                Server remoto da dichiarare nella configurazione MCP https://ais.agentsandswarms.ai/mcp

                —Nessuna metrica pubblica disponibile
              2. 2

                MCP
                SconosciutoUltimo commit: non disponibile

                Authority-weighted memory graph for AI agents with conflict detection and semantic search.

                mcpmetrica non pubblicataApri fonte ↗

                Installa claude mcp add mcp-memory-graph -- uvx mcp-memory-graph

                —Nessuna metrica pubblica disponibile