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

   LakeSoul

   Libreria

   AttivoUltimo commit oggi · 2026-09-04

   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

   githubcreato 4 anni facrescita misurataApri fonte ↗

   3 249stelle GitHub+2 (+0.06 %)
2. 2

   EDDI

   MCP

   AttivoUltimo commit oggi · 2026-09-04

   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

   2 124 007download in 7 giorni-236 302 (-10.0 %)
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-1 221 794 (-18.7 %)
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

   776 369download in 7 giorni-342 529 (-30.6 %)
6. 6

   Sui Knowledge Base (kapa.ai)

   MCP

   AttivoUltimo commit 6 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
7. 7

   solace-agent-mesh

   Agente

   AttivoUltimo commit 1 giorno fa · 2026-09-03

   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-1 (-0.02 %)
8. 8

   io.github.giancarloerra/socraticode

   MCP

   AttivoUltimo commit 6 giorni fa · 2026-08-28

   MCP server for local codebase indexing, semantic search, and code dependency graphs.

   ↓ 1 242 download/settimanaTypeScriptLicenza: AGPL-3.0

   mcpcreato 6 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add socraticode -- npx socraticode

   3 275stelle GitHubstabile
9. 9

   io.github.blazickjp/arxiv-mcp-server

   MCP

   AttivoUltimo commit 8 giorni fa · 2026-08-26

   Search arXiv papers, download full text, semantic search, citation graphs, and alerts via MCP.

   PythonLicenza: Apache-2.0

   mcpcreato 21 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add arxiv-mcp-server -- uvx arxiv-mcp-server

   3 091stelle GitHubstabile
10. 10

    codeseek

    CLI

    AttivoUltimo commit 33 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 %)
11. 11

    LLMTornado

    Altro

    AttivoUltimo commit 17 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
12. 12

    claude-brain

    Skill

    DormienteUltimo commit 7 mesi fa · 2026-01-19

    Give Claude Code photographic memory in ONE portable file. No database, no SQLite, no ChromaDB - just a single .mv2 file you can git commit, scp, or share. Native Rust core with sub-ms operations.

    TypeScriptLicenza: MIT

    • ai-tools
    • anthropic
    • claude
    • claude-agents
    • claude-ai

    githubcreato 8 mesi facrescita misurataApri fonte ↗

    Installa git clone https://github.com/memvid/claude-brain ~/.claude/skills/claude-brain

    575stelle GitHubstabile
13. 13

    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 ↗

    471stelle GitHub-1 (-0.21 %)
14. 14

    Octocode

    MCP

    AttivoUltimo commit 6 giorni fa · 2026-08-28

    AI-powered code indexer with semantic search and knowledge graphs

    RustLicenza: Apache-2.0

    mcpcreato 15 mesi facrescita misurataApri fonte ↗

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

    459stelle GitHubstabile
15. 15

    io.github.andrea9293/mcp-documentation-server

    MCP

    AttivoUltimo commit 8 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
16. 16

    io.github.Lyellr88/marm-mcp-server

    MCP

    AttivoUltimo commit 7 giorni fa · 2026-08-28

    Universal MCP Server with advanced AI memory capabilities and semantic search.

    ↓ 913 download/settimanaPythonLicenza: Apache-2.0

    mcpcreato 15 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add marm-mcp-server -- uvx marm-mcp-server

    339stelle GitHubstabile
17. 17

    io.github.varun29ankuS/shodh-memory

    MCP

    AttivoUltimo commit 11 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 GitHubstabile
18. 18

    Vexor

    MCP

    AttivoUltimo commit 9 giorni fa · 2026-08-26

    A semantic search engine for files and code.

    PythonLicenza: MIT

    mcpcreato 9 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add vexor -- uvx vexor

    239stelle GitHubstabile
19. 19

    asta-skill

    MCP

    AttivoUltimo commit 50 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 ↗

    183stelle GitHub-1 (-0.54 %)
20. 20

    muxi

    Altro

    AttivoUltimo commit 30 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 %)
21. 21

    eion

    MCP

    AbbandonatoUltimo commit 14 mesi fa · 2025-07-02

    Shared Memory Storage for Multi-Agent Systems

    GoLicenza: AGPL-3.0

    • a2a
    • agent-memory
    • agentic-ai
    • ai
    • ai-agents

    githubcreato 14 mesi facrescita misurataApri fonte ↗

    160stelle GitHubstabile
22. 22

    DM-Code-Agent

    Skill

    AttivoUltimo commit 8 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
23. 23

    my-wiki

    Skill

    AttivoUltimo commit 5 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
24. 24

    IBM Granite x402 Remote

    MCP

    AttivoUltimo commit 6 giorni fa · 2026-08-29

    Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.

    JavaScriptLicenza: Apache-2.0

    mcpcreato 7 mesi facrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://three.ws/api/ibm-mcp

    105stelle GitHubstabile