Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

127

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
    Attivo

    semantic grep

    GoLicenza: Apache-2.0
    • agentic
    • claude-plugin
    • claude-skills
    • codex-skill
    • colbert

    githubcrescita misurataApri fonte ↗

    Installa git clone https://github.com/XiaoConstantine/sgrep ~/.claude/skills/sgrep

    15stelle GitHubstabile
  2. 2

    MCP
    Dormiente

    Shared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.

    TypeScriptLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Server remoto da dichiarare nella configurazione MCP https://mcp.agentbase.tools/mcp

      2stelle GitHubstabile
    • 3

      MCP
      Attivo

      Vector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector

      PythonLicenza: MIT
      • a2a
      • a2a-server
      • ag-ui
      • chromadb
      • couchbase

      githubcrescita misurataApri fonte ↗

      15stelle GitHubstabile
    • 4

      Agente
      Dormiente

      Practical GenAI-Eshop application using Semantic Kernel, multi-agent orchestrations, Mcp tools, A2A Agents, Semantic Search, Aspire and more.

      C#Licenza: MIT
      • a2a
      • agents
      • ai-agents
      • aspire
      • csharp

      githubcrescita misurataApri fonte ↗

      15stelle GitHub+1 (+7.1 %)
    • 5

      MCP
      Attivo

      🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

      PythonLicenza: GPL-3.0
      • agent
      • agentic-ai
      • chatbot
      • deepseek-r1
      • knowledgebase

      githubcrescita misurataApri fonte ↗

      22 715stelle GitHub+67 (+0.30 %)
    • 6

      MCP
      Dormiente

      Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.

      mcpcrescita misurataApri fonte ↗

      Server remoto da dichiarare nella configurazione MCP https://{sourcegraph_hostname}/.api/mcp

      14stelle GitHubstabile
    • 7

      Altro
      Attivo

      Zilliz Cloud plugin for Claude Code & OpenAI Codex — manage clusters, collections, vector search, backups, and more through natural language.

      Licenza: Apache-2.0
      • claude-code
      • claude-code-skill
      • codex
      • openai
      • plugin

      githubcrescita misurataApri fonte ↗

      3stelle GitHubstabile
    • 8

      Skill
      Attivo

      ShellBrain. Long-term memory for AI.

      Python
      • agent-memory
      • agi
      • ai
      • ai-memory
      • artificial-intelligence

      githubcrescita misurataApri fonte ↗

      Installa git clone https://github.com/cucupac/shellbrain ~/.claude/skills/shellbrain

      13stelle GitHubstabile
    • 9

      Agente
      Dormiente

      Agent-as-a-Tool: An infinite-scale AI orchestration framework solving Tool Space Interference (TSI) via dynamic agent injection, RAG-based Agent Bank, and Zero-Trust execution using Google ADK.

      TypeScript
      • a2a
      • agent-orchestration
      • agent-to-agent
      • ai-agents
      • gemini-api

      githubcrescita misurataApri fonte ↗

      3stelle GitHubstabile
    • 10

      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
    • 11

      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
    • 12

      Altro
      Dormiente

      nano-degree in Agentic AI

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

      githubcrescita misurataApri fonte ↗

      13stelle GitHub+1 (+8.3 %)
    • 13

      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 %)
    • 14

      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
    • 15

      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
    • 16

      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
    • 17

      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
      • 18

        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
        • 19

          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
        • 20

          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
          • 21

            MCP
            Dormiente

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

            PythonLicenza: MIT

              mcpcrescita misurataApri fonte ↗

              3stelle GitHubstabile
            • 22

              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
            • 23

              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
              • 24

                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
                • 25

                  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