Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

141

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

    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 %)
  2. 2

    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 %)
  3. 3

    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 %)
  4. 4

    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 %)
    • 5

      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 %)
    • 6

      MCP
      Attivo

      Developer journal with knowledge graphs, relationships, Git context, and semantic search

      TypeScriptLicenza: MIT

        mcpcrescita misurataApri fonte ↗

        20stelle GitHub+1 (+5.3 %)
      • 7

        Agente
        Attivo

        6 specialized AI agents collaborating via A2A protocol to power e-commerce — product discovery, orders, pricing, reviews, inventory & support. Dual-stack (Python + .NET/C#) with generative UI. Built with Microsoft Agent Framework, FastAPI,…

        PythonLicenza: MIT
        • a2a-protocol
        • ai-agents
        • aspire-dashboard
        • azure-openai
        • csharp

        githubcrescita misurataApri fonte ↗

        22stelle GitHub+1 (+4.8 %)
      • 8

        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 %)
      • 9

        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 %)
      • 10

        Agente
        Attivo

        Utilities to spin up Pydantic AI agents with a few additional enhancements and integrations

        PythonLicenza: MIT
        • a2a
        • agents
        • embeddings
        • mcp
        • pydantic-ai

        githubcrescita misurataApri fonte ↗

        5stelle GitHub+1 (+25.0 %)
      • 11

        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 %)
      • 12

        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 %)
        • 13

          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 %)
          • 14

            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 %)
          • 15

            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 GitHub+1 (+50.0 %)
          • 16

            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 %)
          • 17

            Agente
            Attivo

            SHM v6.15.0 — 自演化超图记忆系统: R4OracleDb oracle DB 同形注入, 评测数据面重建 (LoCoMo-Refined 72.43%), 精卫循环至 SOTA 82.65 进行中

            PythonLicenza: MIT
            • a2a
            • ai-agent
            • hypergraph
            • knowledge-graph
            • mcp

            githubcrescita misurataApri fonte ↗

            6stelle GitHub+1 (+20.0 %)
          • 18

            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 %)
          • 19

            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 GitHub+1 (+11.1 %)
          • 20

            MCP
            Attivo

            Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

            JavaLicenza: Apache-2.0
            • a2a
            • ai-agents
            • ai-orchestration
            • chatbot
            • conversation-memory

            githubcrescita misurataApri fonte ↗

            372stelle GitHub+1 (+0.27 %)
          • 21

            Altro
            Dormiente

            nano-degree in Agentic AI

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

            githubcrescita misurataApri fonte ↗

            13stelle GitHub+1 (+8.3 %)
          • 22

            MCP
            Attivo

            Persistent per-project memory for Claude Code, Kiro, Cursor & Codex - plain markdown committed with your code, captured prompt-free, auto-injected at session start, recalled by meaning (local semantic search, zero API). Cross-project…

            JavaScriptLicenza: MIT
            • agent-memory
            • ai-agents
            • ai-memory
            • anthropic
            • claude

            githubcrescita misurataApri fonte ↗

            7stelle GitHub+1 (+16.7 %)
          • 23

            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 %)
          • 24

            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 %)

          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

            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 %)