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

   io.github.varun29ankuS/shodh-memory

   MCP

   AttivoUltimo commit 10 giorni fa · 2026-08-24

   Cognitive memory for AI agents — semantic search, Hebbian learning, knowledge graphs.

   ↓ 85 download/settimanaRustLicenza: Apache-2.0

   mcpcreato 9 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add shodh-memory -- npx @shodh/memory-mcp

   276stelle GitHub+1 (+0.36 %)
2. 2

   EDDI

   MCP

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   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

   githubcreato 9 anni facrescita misurataApri fonte ↗

   372stelle GitHub+1 (+0.27 %)
3. 3

   langchain

   Libreria

   SconosciutoUltimo commit: non disponibile

   Typescript bindings for langchain

   • llm
   • ai
   • gpt3
   • chain
   • prompt

   npmcrescita misurataApri fonte ↗

   Installa npm install langchain

   1 997 384download in 7 giorni-22 207 (-1.1 %)
4. 4

   sentence-transformers

   Libreria

   SconosciutoUltimo commit: non disponibile

   Embeddings, Retrieval, and Reranking

   • Transformer Networks
   • BERT
   • XLNet
   • sentence embedding
   • PyTorch

   pypicrescita misurataApri fonte ↗

   Installa pip install sentence-transformers

   5 313 257download in 7 giorni-1 809 510 (-25.4 %)
5. 5

   llama-index

   Libreria

   SconosciutoUltimo commit: non disponibile

   Interface between LLMs and your data

   • LLM
   • NLP
   • RAG
   • data
   • devtools

   pypicrescita misurataApri fonte ↗

   Installa pip install llama-index

   762 620download in 7 giorni-556 575 (-42.2 %)
6. 6

   solace-agent-mesh

   Agente

   AttivoUltimo commit 1 giorno fa · 2026-09-02

   An event-driven framework designed to build and orchestrate multi-agent AI systems. It enables seamless integration of AI agents with real-world data sources and systems, facilitating complex, multi-step workflows.

   PythonLicenza: Apache-2.0

   • a2a
   • agentframework
   • agentic
   • agentic-ai
   • agentic-framework

   githubcreato 20 mesi facrescita misurataApri fonte ↗

   4 950stelle GitHub-2 (-0.04 %)
7. 7

   codeseek

   CLI

   AttivoUltimo commit 32 giorni fa · 2026-08-02

   Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

   RustLicenza: MIT

   • agent-tools
   • ai-development-tools
   • ai-tools
   • bm25
   • call-graph

   githubcreato 3 mesi facrescita misurataApri fonte ↗

   764stelle GitHub-1 (-0.13 %)
8. 8

   LLMTornado

   Altro

   AttivoUltimo commit 16 giorni fa · 2026-08-17

   The .NET library to build AI agents with 30+ built-in connectors.

   C#Licenza: MIT

   • a2a
   • agent
   • agent-framework
   • agent-orchestration
   • agent2agent

   githubcreato 2 anni facrescita misurataApri fonte ↗

   638stelle GitHubstabile
9. 9

   aser

   Agente

   DormienteUltimo commit 4 mesi fa · 2026-04-21

   Aser is a lightweight, self-assembling AI Agent frame.

   PythonLicenza: MIT

   • a2a-protocol
   • agent
   • agents
   • ai
   • ai-agent

   githubcreato 18 mesi facrescita misurataApri fonte ↗

   472stelle GitHubstabile
10. 10

    io.github.andrea9293/mcp-documentation-server

    MCP

    AttivoUltimo commit 7 giorni fa · 2026-08-27

    Local-first document management and semantic search for AI coding agents

    TypeScriptLicenza: MIT

    mcpcreato 14 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add mcp-documentation-server -- npx @andrea9293/mcp-documentation-server

    342stelle GitHubstabile
11. 11

    aura

    MCP

    AttivoUltimo commit 1 giorno fa · 2026-09-02

    AURA is a production-tested SRE agent platform you can deploy in minutes. AURA handles the guardrails, APIs, state management, streaming, and failure handling required to put AI to work safely on production infrastructure.

    RustLicenza: Apache-2.0

    • a2a
    • ai-agent-framework
    • ai-agents
    • ai-sre
    • aiops

    githubcreato 6 mesi facrescita misurataApri fonte ↗

    254stelle GitHub-3 (-1.2 %)
12. 12

    orchestkit

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    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

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa /plugin marketplace add yonatangross/orchestkit

    224stelle GitHubstabile
13. 13

    asta-skill

    MCP

    AttivoUltimo commit 49 giorni fa · 2026-07-16

    Pure instruction-pack skill wrapping Ai2's Asta MCP server (Semantic Scholar). Intent-to-tool routing, safe defaults, multi-agent.

    Licenza: MIT

    • academic
    • agent-skill
    • agent-skills
    • asta
    • asta-skill

    githubcreato 4 mesi facrescita misurataApri fonte ↗

    182stelle GitHub-1 (-0.55 %)
14. 14

    muxi

    Altro

    AttivoUltimo commit 29 giorni fa · 2026-08-05

    Deploy intelligence. Open-source infrastructure for AI agents in production.

    • a2a
    • agent-framework
    • agent-orchestration
    • agent-server
    • agentic-ai

    githubcreato 10 mesi facrescita misurataApri fonte ↗

    169stelle GitHub-7 (-4.0 %)
15. 15

    DM-Code-Agent

    Skill

    AttivoUltimo commit 7 giorni fa · 2026-08-27

    Local-first, auditable Python code agent. Ships its own 30-task hidden-test benchmark plus SWE-bench Verified scored by the official harness -- every number reproducible, negative results included.

    PythonLicenza: MIT

    • agent
    • agent-evaluation
    • agent-skills
    • code-agent
    • llm

    githubcreato 11 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/hwfengcs/DM-Code-Agent ~/.claude/skills/DM-Code-Agent

    151stelle GitHubstabile
16. 16

    my-wiki

    Skill

    AttivoUltimo commit 4 giorni fa · 2026-08-30

    Local-first AI knowledge app and Agent Skill with evidence-backed Wiki, an interactive knowledge universe, Viki Q&A, and shareable knowledge galaxies.

    JavaScriptLicenza: MIT

    • agent-skills
    • ai-agents
    • ai-assistant
    • claude-code
    • codex

    githubcreato 2 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/NimaChu/my-wiki ~/.claude/skills/my-wiki

    123stelle GitHubstabile
17. 17

    com.apple-rag/mcp-server

    MCP

    AttivoUltimo commit 35 giorni fa · 2026-07-30

    Apple Developer Documentation with Semantic Search, RAG, and AI reranking for MCP clients

    TypeScriptLicenza: MIT

    mcpcreato 13 mesi facrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://mcp.apple-rag.com

    116stelle GitHubstabile
18. 18

    SR-Agents

    Skill

    AttivoUltimo commit 2 mesi fa · 2026-07-02

    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

    githubcreato 4 mesi facrescita misurataApri fonte ↗

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

    101stelle GitHubstabile
19. 19

    data-agent-tutorial

    Agente

    AttivoUltimo commit 49 giorni fa · 2026-07-15

    Data-Agent：从 0 到 1 构建 Text2SQL 智能体实战教程，覆盖 StateGraph 编排、双重 RAG、关系图谱、HITL 人工确认、SQL 自动纠错、Python Docker 沙盒执行与 A2A + SSE 流式交互。

    Kotlin

    • a2a
    • ai-agent
    • human-in-the-loop
    • rag
    • stategraph

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    100stelle GitHubstabile
20. 20

    DocMeld

    Skill

    AttivoUltimo commit 36 giorni fa · 2026-07-29

    Lightweight Doc-to-agent-ready knowledge pipeline. Three-stage Bronze→Silver→Gold architecture extracts structured elements, page content, and AI-enriched metadata from research papers and books. Generate PRDs, workflows, topic clusters,…

    Python

    • agent-use-ready
    • ai-agents
    • claude-code
    • claude-skills
    • doc-converter

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/agentii-ai/DocMeld ~/.claude/skills/DocMeld

    100stelle GitHubstabile
21. 21

    way-back-home

    Agente

    AttivoUltimo commit 16 giorni fa · 2026-08-17

    🚀 Way Back Home

    PythonLicenza: Apache-2.0

    • a2a
    • adk
    • agents
    • bigquery
    • google-cloud

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    96stelle GitHubstabile
22. 22

    Cortex

    MCP

    AttivoUltimo commit 2 giorni fa · 2026-09-01

    Cross-platform persistent memory MCP for Codex, Gemini CLI, Claude Code, and other local MCP hosts. 36 cited neuroscience mechanisms, local-first SQLite/PostgreSQL, hybrid retrieval, decay-based consolidation, and reproducible benchmarks.…

    PythonLicenza: MIT

    • agent-memory-system
    • agent-skills
    • causal-inference
    • claude-code
    • codex

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    71stelle GitHubstabile
23. 23

    semanticscholar-skill

    Skill

    AttivoUltimo commit 49 giorni fa · 2026-07-16

    Semantic Scholar API wrapper for agents — search 200M+ papers, traverse citations, find authors. Python, rate-limited, multi-agent.

    PythonLicenza: MIT

    • academic
    • agent-skill
    • agent-skills
    • citations
    • claude-code

    githubcreato 5 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/Agents365-ai/semanticscholar-skill ~/.claude/skills/semanticscholar-skill

    68stelle GitHubstabile