RAG e ricerca

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

   Resume-Matcher

   Altro

   AttivoUltimo commit 5 giorni fa · 2026-08-31

   The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.

   TypeScriptLicenza: Apache-2.0

   • applicant-tracking-system
   • ats
   • hacktoberfest
   • machine-learning
   • natural-language-processing

   githubcreato 6 anni facrescita misurataApri fonte ↗

   28 333stelle GitHub+39 (+0.14 %)
2. 2

   claude-mem

   Skill

   AttivoUltimo commit oggi · 2026-09-05

   Persistent Context Across Sessions for Every Agent – Captures everything your agent does during sessions, compresses it with AI, and injects relevant context back into future sessions. Works with Claude Code, OpenClaw, Codex, Gemini,…

   JavaScriptLicenza: Apache-2.0

   • ai
   • ai-agents
   • ai-memory
   • anthropic
   • artificial-intelligence

   githubcreato 12 mesi facrescita misurataApri fonte ↗

   Installa /plugin marketplace add thedotmack/claude-mem

   93 211stelle GitHub+617 (+0.67 %)
3. 3

   graphify

   Skill

   AttivoUltimo commit oggi · 2026-09-05

   Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.

   PythonLicenza: Apache-2.0

   • ai-agents
   • antigravity
   • ast
   • claude-code
   • code-analysis

   githubcreato 5 mesi facrescita misurataApri fonte ↗

   Installa git clone https://github.com/Graphify-Labs/graphify ~/.claude/skills/graphify

   114 805stelle GitHub+2 468 (+2.2 %)
4. 4

   ragflow

   Agente

   AttivoUltimo commit oggi · 2026-09-05

   RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

   GoLicenza: Apache-2.0

   • agent-harness
   • agentic-ai
   • agentic-retrieval
   • agentic-search
   • ai

   githubcreato 2 anni facrescita misurataApri fonte ↗

   90 060stelle GitHub+456 (+0.51 %)
5. 5

   generative-ai-for-beginners

   Modello

   AttivoUltimo commit 2 giorni fa · 2026-09-03

   21 Lessons, Get Started Building with Generative AI

   Jupyter NotebookLicenza: MIT

   • ai
   • azure
   • chatgpt
   • dall-e
   • generative-ai

   githubcreato 3 anni facrescita misurataApri fonte ↗

   119 168stelle GitHub+407 (+0.34 %)
6. 6

   sgrep

   Skill

   AttivoUltimo commit oggi · 2026-09-04

   semantic grep

   GoLicenza: Apache-2.0

   • agentic
   • claude-plugin
   • claude-skills
   • codex-skill
   • colbert

   githubcreato 9 mesi facrescita misurataApri fonte ↗

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

   15stelle GitHubstabile
7. 7

   vector-mcp

   MCP

   AttivoUltimo commit 8 giorni fa · 2026-08-28

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

   PythonLicenza: MIT

   • a2a
   • a2a-server
   • ag-ui
   • chromadb
   • couchbase

   githubcreato 12 mesi facrescita misurataApri fonte ↗

   15stelle GitHubstabile
8. 8

   MaxKB

   MCP

   AttivoUltimo commit 1 giorno fa · 2026-09-04

   🔥 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

   githubcreato 2 anni facrescita misurataApri fonte ↗

   22 715stelle GitHub+67 (+0.30 %)
9. 9

   zilliz-plugin

   Altro

   AttivoUltimo commit 2 giorni fa · 2026-09-03

   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

   githubcreato 7 mesi facrescita misurataApri fonte ↗

   3stelle GitHubstabile
10. 10

    shellbrain

    Skill

    AttivoUltimo commit 3 giorni fa · 2026-09-01

    ShellBrain. Long-term memory for AI.

    Python

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

    githubcreato 6 mesi facrescita misurataApri fonte ↗

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

    13stelle GitHubstabile
11. 11

    searchcans-skills-zh

    Skill

    AttivoUltimo commit 11 giorni fa · 2026-08-25

    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

    githubcreato 22 giorni fanuovocrescita misurataApri fonte ↗

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

    3stelle GitHubstabile
12. 12

    zvec

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-04

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

    C++Licenza: Apache-2.0

    • agent-skills
    • db
    • embedded
    • faiss
    • fts

    githubcreato 9 mesi facrescita misurataApri fonte ↗

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

    15 784stelle GitHub+246 (+1.6 %)
13. 13

    agents

    Skill

    AttivoUltimo commit 2 giorni fa · 2026-09-03

    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

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add pertamaxxx/agents

    3stelle GitHubstabile
14. 14

    ChromaDB Remote MCP Server

    MCP

    AttivoUltimo commit 7 giorni fa · 2026-08-29

    Remote ChromaDB vector database MCP server with streamable HTTP transport

    TypeScriptLicenza: MIT

    mcpcreato 10 mesi facrescita misurataApri fonte ↗

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

    12stelle GitHubstabile
15. 15

    gocrewwai

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    11stelle GitHubstabile
16. 16

    Sui Knowledge Base (kapa.ai)

    MCP

    AttivoUltimo commit 7 giorni fa · 2026-08-29

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

    RustLicenza: Apache-2.0

    mcpcreato 4 anni facrescita misurataApri fonte ↗

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

    7 740stelle GitHubstabile
17. 17

    Octobrain

    MCP

    AttivoUltimo commit 8 giorni fa · 2026-08-28

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

    RustLicenza: Apache-2.0

    mcpcreato 7 mesi facrescita misurataApri fonte ↗

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

    11stelle GitHubstabile
18. 18

    Citadel

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-03

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

    RustLicenza: Apache-2.0

    mcpcreato 5 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add mcp -- uvx citadeldb-mcp

    3stelle GitHubstabile
19. 19

    Confer

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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
20. 20

    tencentdb-agent-memory

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-04

    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
21. 21

    attune-ai

    MCP

    AttivoUltimo commit oggi · 2026-09-05

    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

    githubcreato 7 mesi facrescita misurataApri fonte ↗

    10stelle GitHubstabile
22. 22

    awesome-agentic-ai-zh

    MCP

    AttivoUltimo commit oggi · 2026-09-04

    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 659stelle GitHub+154 (+2.4 %)