RAG e ricerca

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   memex

   MCP

   DormienteUltimo commit 3 mesi fa · 2026-06-04

   Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

   PythonLicenza: MIT

   mcpcreato 3 mesi facrescita misurataApri fonte ↗

   1stelle GitHubstabile
2. 2

   cortexes

   Skill

   AttivoUltimo commit 3 giorni fa · 2026-09-01

   Personal knowledge vault plugin for Claude Code — session recording, memory distillation, and hybrid semantic + BM25 retrieval.

   PythonLicenza: Apache-2.0

   • agent-memory
   • bm25
   • chromadb
   • claude-code
   • claude-code-plugin

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add XBlueSky/cortexes

   20stelle GitHubstabile
3. 3

   reporag

   MCP

   AttivoUltimo commit 2 mesi fa · 2026-07-02

   Fully local, zero-cost RAG knowledge layer for AI coding tools. Achieve near perfect codebase awareness with any AI tool. Supports Claude Code, Cursor, Codex, Antigravity

   PythonLicenza: MIT

   • agents
   • agi
   • ai
   • ai-agents
   • antigravity

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   0stelle GitHubstabile
4. 4

   Confer

   Skill

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   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

   githubcreato 3 mesi facrescita misurataApri fonte ↗

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

   3stelle GitHubstabile
5. 5

   awesome-agent-skill

   Skill

   AttivoUltimo commit 45 giorni fa · 2026-07-20

   Curated skill pack for LLM agents in engineer and science workflow (Cursor & Claude ready).

   PythonLicenza: MIT

   • agent-skills
   • ai-agents
   • automation
   • awesome-list
   • claude-code

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/charlieviettq/awesome-agent-skill ~/.claude/skills/awesome-agent-skill

   25stelle GitHubstabile
6. 6

   antigravity-plugin-cc

   Skill

   AttivoUltimo commit 19 giorni fa · 2026-08-16

   Local NotebookLM for Claude Code via Google Antigravity (agy / Gemini 3.x): /agy:notebook turns a folder of documents into per-doc summaries + a relevance index + a cited synthesis + Q&A. Plus audio/video transcription, deep web research…

   PythonLicenza: MIT

   • agy
   • agy-cli
   • anthropic
   • antigravity
   • antigravity-cli

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add MarcosNahuel/antigravity-plugin-cc

   26stelle GitHubstabile
7. 7

   agent-arena

   Agente

   AttivoUltimo commit 29 giorni fa · 2026-08-06

   Evidence-first multi-agent debate skill: get a second opinion by pitting Codex × Claude Code (or GLM/DeepSeek/Qwen) to independently review, red-team & judge high-stakes code and architecture decisions.

   Licenza: MIT

   • agent-arena
   • agent-skill
   • ai-agents
   • architecture-review
   • claude-code

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   25stelle GitHubstabile
8. 8

   core-memory-kit

   MCP

   AttivoUltimo commit 1 giorno fa · 2026-09-03

   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

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   7stelle GitHub+1 (+16.7 %)
9. 9

   deepdive

   Skill

   AttivoUltimo commit 2 giorni fa · 2026-09-01

   Deepdive skill for Claude Code — 12-phase research pipeline: plan-review gate, parallel sub-agent search, claims-ledger triangulation with dissent protection, relevance × authority evidence filter, multi-angle red team, four-layer citation…

   PythonLicenza: MIT

   • agent-skills
   • agentic-workflow
   • ai-research-assistant
   • anthropic
   • citation-verification

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/Socialpranker/deepdive ~/.claude/skills/deepdive

   393stelle GitHub+5 (+1.3 %)
10. 10

    multi-agents-dnd-game

    Agente

    DormienteUltimo commit 3 mesi fa · 2026-05-20

    D&D AI game master built with Strands SDK — multi-agent orchestration using MCP, A2A protocol, and RAG-based rules lookup

    Python

    • a2a
    • ai-agents
    • anthropic
    • chromadb
    • dungeons-and-dragons

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
11. 11

    tencentdb-agent-memory

    Skill

    AttivoUltimo commit 25 giorni fa · 2026-08-10

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

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

    10stelle GitHubstabile
12. 12

    BidMaster-Pro

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-03

    全流程 智能招投标 Agent：标书生成 · 招投标解读 · 标书检查 · 标书文档ai排版 · 商机发现 一键完成。 21 项合规检查 · 多模型切换 · RAG 知识库 · OCR 抽取。 从招标公告到可交付 docx 文档，全流程 AI 自动化。

    PythonLicenza: AGPL-3.0

    • agent-skills
    • agentic-workflow
    • ai-agent
    • bid-management
    • bidding

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/guangshu100/BidMaster-Pro ~/.claude/skills/BidMaster-Pro

    244stelle GitHub+25 (+11.4 %)
13. 13

    neuradesk

    Agente

    DormienteUltimo commit 3 mesi fa · 2026-06-05

    Production multi-agent IT/HR service platform — LangGraph + DSPy + RAG resolves enterprise tickets autonomously with A2A protocol support

    Python

    • a2a-protocol
    • agentic-ai
    • dspy
    • enterprise-ai
    • faiss

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    1stelle GitHubstabile
14. 14

    MCP DB Connect

    MCP

    AttivoUltimo commit 29 giorni fa · 2026-08-05

    MCP server for Oracle, MSSQL, PostgreSQL, MySQL, SQLite, MongoDB, and Qdrant vector search access.

    TypeScriptLicenza: MIT

    mcpcreato 3 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add mcp-db-connect -- npx mcp-db-connect

    1stelle GitHubstabile
15. 15

    langchain-a2a

    Agente

    DormienteUltimo commit 3 mesi fa · 2026-05-12

    A2A-compliant agent template built on LangChain's create_agent() with tool-calling. Define your tools, get a working A2A endpoint with agent discovery, task lifecycle, and JSON-RPC out of the box. Includes optional Qdrant vector store for…

    PythonLicenza: MIT

    • a2a
    • a2a-agent
    • a2a-agent-example
    • a2a-protocol
    • langchain-agent

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    0stelle GitHubstabile
16. 16

    claude-code-for-ai-engineers

    MCP

    AttivoUltimo commit 2 mesi fa · 2026-07-02

    Open-source preview of *Claude Code for AI Engineers* - a methodology-first skill pack for RAG eval, agent debugging, MCP servers, paper reproduction, and benchmark reporting. Full pack (6 skills, 3 templates, 5 slash commands) at…

    Licenza: MIT

    • ai-engineering
    • benchmarking
    • claude-code
    • claude-code-skills
    • llm-agents

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    2stelle GitHubstabile
17. 17

    praxis

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-06-17

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

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

    48stelle GitHub+1 (+2.1 %)
18. 18

    supabase-architect-skill

    App

    DormienteUltimo commit 3 mesi fa · 2026-05-11

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    3stelle GitHub+1 (+50.0 %)
19. 19

    self-evolving-hypergraph-memory

    Agente

    AttivoUltimo commit oggi · 2026-09-04

    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

    githubcreato 3 mesi facrescita misurataApri fonte ↗

    6stelle GitHub+1 (+20.0 %)
20. 20

    io.github.voidfeedai-ops/voidfeed-mcp

    MCP

    DormienteUltimo commit 3 mesi fa · 2026-06-03

    Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.

    ↓ 16 download/settimanaJavaScriptLicenza: NOASSERTION

    mcpcreato 4 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add voidfeed-mcp -- npx voidfeed-mcp

    0stelle GitHubstabile
21. 21

    PatentRadar

    Agente

    AttivoUltimo commit 6 giorni fa · 2026-08-29

    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

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    58stelle GitHub+1 (+1.8 %)
22. 22

    awesome-agentic-ai-zh

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-03

    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

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    6 642stelle GitHub+166 (+2.6 %)
23. 23

    redm-mcp

    MCP

    DormienteUltimo commit 4 mesi fa · 2026-05-02

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

    mcpcreato 4 mesi facrescita misurataApri fonte ↗

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

    3stelle GitHubstabile
24. 24

    io.github.evan-moon/memex

    MCP

    AttivoUltimo commit 6 giorni fa · 2026-08-29

    Local-first second brain with semantic search. Markdown notes indexed by a local ML model.

    ↓ 49 download/settimanaTypeScriptLicenza: MIT

    mcpcreato 4 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add memex -- npx @evan-moon/memex

    3stelle GitHubstabile