Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

140

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

    Team memory sharing for claude-mem — sync AI memories across developers, with Claude Code plugin, github action and knowledge distillation

    TypeScriptLicenza: MIT
    • ai
    • ai-agents
    • ai-memory
    • ant
    • artificial-intelligence

    githubcrescita misurataApri fonte ↗

    Installa /plugin marketplace add lopadova/claude-mem-sync

    25stelle GitHub+1 (+4.2 %)
  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

    227stelle GitHub+3 (+1.3 %)
  3. 3

    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 ↗

    103stelle GitHub+2 (+2.0 %)
  4. 4

    MCP
    Dormiente

    Create and manage vector database indexes, backups, and collections

    PythonLicenza: NOASSERTION

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add pinecone -- uvx mcparmory-pinecone

      31stelle GitHub+1 (+3.3 %)
    • 5

      MCP
      Dormiente

      Search the web, generate AI responses, and create embeddings with real-time information

      PythonLicenza: NOASSERTION

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add perplexity -- uvx mcparmory-perplexity

        31stelle GitHub+1 (+3.3 %)
      • 6

        Altro
        Attivo

        Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.

        TypeScriptLicenza: Apache-2.0
        • a2a
        • agent
        • agent-os
        • agent-sandbox
        • agentic

        githubcrescita misurataApri fonte ↗

        878stelle GitHub+4 (+0.46 %)
      • 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

        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 %)
      • 9

        Skill
        Attivo

        Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.

        PythonLicenza: MIT
        • agent-memory
        • agent-skills
        • agentic-ai
        • agentic-rag
        • ai-agents

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/sparkplug604/praxis ~/.claude/skills/praxis

        48stelle GitHub+1 (+2.1 %)
      • 10

        Agente
        Attivo

        专利侵权分析系统 —— 输入专利公开号，产出竞品侵权分析报告；同时打包成 skill，可被任意 agent（dsh, codex, claudecode 等） 调用。

        Python
        • agentic-ai
        • claim-chart
        • claude-code
        • claude-code-skill
        • codex

        githubcrescita misurataApri fonte ↗

        58stelle GitHub+1 (+1.8 %)
      • 11

        MCP
        Attivo

        RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet),…

        JavaScript
        • agentdb
        • ai-agents
        • anthropic-claude
        • claude-code
        • claude-code-plugin

        githubcrescita misurataApri fonte ↗

        65stelle GitHub+1 (+1.6 %)
      • 12

        MCP
        Attivo

        Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL visualization. LongMemEval R@5=97.45%. Self-hosted, Ollama-optional

        PythonLicenza: MIT
        • ai-memory
        • ai-tools
        • anthropic
        • chromadb
        • claude-code

        githubcrescita misurataApri fonte ↗

        67stelle GitHub+1 (+1.5 %)
      • 13

        Altro
        Attivo

        CrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.

        JavaLicenza: Apache-2.0
        • analytics
        • big-data
        • cratedb
        • database
        • dbms

        githubcrescita misurataApri fonte ↗

        4 432stelle GitHub+3 (+0.07 %)
      • 14

        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

        80stelle GitHub+1 (+1.3 %)
      • 15

        Agente
        Attivo

        BISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…

        PythonLicenza: Apache-2.0
        • agent
        • ai
        • chatbot
        • enterprise
        • finetune

        githubcrescita misurataApri fonte ↗

        11 923stelle GitHub+3 (+0.03 %)
      • 16

        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 %)
      • 17

        Skill
        Attivo

        SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

        PythonLicenza: MIT
        • agent-memory
        • agent-skills
        • agentic-ai
        • benchmark
        • llm-based-agents

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/oneal2000/SR-Agents ~/.claude/skills/SR-Agents

        102stelle GitHub+1 (+0.99 %)
      • 18

        MCP
        Attivo

        Self improving agents through iterations

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

        githubcrescita misurataApri fonte ↗

        105stelle GitHub+1 (+0.96 %)
      • 19

        Skill
        Dormiente

        小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.

        Python
        • agent-skills
        • ai-search
        • document-search
        • file-search
        • local-search

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/dtsola/xiaoyaosearch ~/.claude/skills/xiaoyaosearch

        1 085stelle GitHub+2 (+0.18 %)
      • 20

        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 %)
        • 21

          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 %)
        • 22

          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 %)
        • 23

          Libreria
          Attivo

          LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

          JavaLicenza: Apache-2.0
          • arrow
          • daft
          • datafusion
          • flink
          • gluten

          githubcrescita misurataApri fonte ↗

          3 249stelle GitHub+2 (+0.06 %)

        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

          agent-systems-handbook

          Agente
          AttivoApri fonte ↗

          A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…

          MDX
          • a2a
          • agent-framework
          • agent-memory
          • agentic-ai
          • agentic-workflow
          githubRisorsacrescita misurata
          316stelle GitHub+3 (+0.96 %)
        2. 2

          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 %)