Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

155

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
com.agishub/ai-toolkit
MCP
AttivoUltimo commit 22 giorni fa · 2026-08-11
AI tools for agents: chat, summarize, classify, entity extraction, embeddings, transcription. x402
TypeScriptLicenza: MIT
mcpcreato 41 giorni facrescita misurataApri fonte ↗
Server remoto da dichiarare nella configurazione MCP https://api.agishub.com/mcp/ai
1stelle GitHubstabile
2
io.github.jyswee/agenticmemory
MCP
AttivoUltimo commit 39 giorni fa · 2026-07-25
Persistent memory for AI agents — history, context, semantic search, queues. 17 tools, stdio/SSE.
↓ 74 download/settimanaLicenza: NOASSERTION
mcpcreato 42 giorni facrescita misurataApri fonte ↗
Installa claude mcp add agenticmemory -- npx agmry
1stelle GitHubstabile
3
tsubasa
Skill
AttivoUltimo commit 5 giorni fa · 2026-08-28
Your engineering captain: a repo-resident AI persona with a knowledge graph stored in git. Agents cite incidents, ADRs and PRs instead of guessing — 47% fewer wrong answers, 40% cheaper on a public benchmark. Claude Code plugin + CLI.
PythonLicenza: MIT
- adr
- agent-memory
- ai-agents
- ai-memory
- claude
githubcreato 42 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add ramarahmanda/tsubasa
8stelle GitHubstabile
4
Idencify
MCP
AttivoUltimo commit 12 giorni fa · 2026-08-22
Whole-repo code graph for AI agents: impact analysis, dead code, cycles, semantic search — 14 tools.
JavaScriptLicenza: MIT
mcpcreato 44 giorni facrescita misurataApri fonte ↗
Server remoto da dichiarare nella configurazione MCP https://mcp.idencify.com/mcp
0stelle GitHubstabile
5
io.github.KIOKO-LAB/freshvault
MCP
AttivoUltimo commit 28 giorni fa · 2026-08-06
Local semantic search over your Obsidian vault - always fresh, never reindex.
↓ 126 download/settimanaJavaScriptLicenza: MIT
mcpcreato 47 giorni facrescita misurataApri fonte ↗
Installa claude mcp add freshvault -- npx freshvault
0stelle GitHubstabile
6
garnet-mcp
MCP
AttivoUltimo commit 23 giorni fa · 2026-08-10
RAG memory for LLM agents over Garnet Vector Sets: store text as embeddings, recall by meaning.
C#Licenza: MIT
mcpcreato 47 giorni facrescita misurataApri fonte ↗
0stelle GitHubstabile
7
Claude-AI-Unlimited-Tool-2026
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-01
Automate Claude AI interactions with custom hotkeys, memory manipulation tools, and configurable settings for improved workflow performance.
PythonLicenza: MIT
- a2a-protocol
- a2a-server
- activemq
- agent
- agent-development
githubcreato 47 giorni facrescita misurataApri fonte ↗
Installa /plugin marketplace add Untechnical-headwind100/Claude-AI-Unlimited-Tool-2026
0stelle GitHubstabile
8
syarif-laravel-ai-skills
Skill
AttivoUltimo commit 20 giorni fa · 2026-08-13
Laravel AI skills that actually know when to stay out of the way. 72 focused skills, smarter sparse routing, automatic project memory, and better specialist selection for Codex, Claude Code, and other AI coding assistants.
JavaScriptLicenza: MIT
- ai
- ai-agent
- ai-agents
- ai-skill
- ai-skills
githubcreato 48 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/soden46/syarif-laravel-ai-skills ~/.claude/skills/syarif-laravel-ai-skills
4stelle GitHubstabile
9
Obsidian Everywhere
MCP
AttivoUltimo commit 6 giorni fa · 2026-08-28
Graph context, semantic search, guarded edits, and reviewable Git for local Obsidian vaults.
↓ 123 download/settimanaTypeScriptLicenza: MIT
mcpcreato 49 giorni facrescita misurataApri fonte ↗
Installa claude mcp add obsidian-everywhere -- npx obsidian-everywhere
13stelle GitHubstabile
10
LLMVault
Altro
AttivoUltimo commit 23 giorni fa · 2026-08-10
An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.
PythonLicenza: MIT
- agent-security
- ai-security
- ai-security-tool
- artificial-intelligence
- ctf
githubcreato 49 giorni facrescita misurataApri fonte ↗
311stelle GitHub+6 (+2.0 %)
11
deja-vu
MCP
AttivoUltimo commit 3 giorni fa · 2026-08-31
Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…
GoLicenza: MIT
- agent-memory
- ai-memory
- claude-code
- claude-code-hooks
- claude-code-plugins
githubcreato 50 giorni facrescita misurataApri fonte ↗
742stelle GitHub+11 (+1.5 %)
12
ai-cost-cutter-skills
Skill
AttivoUltimo commit 51 giorni fa · 2026-07-13
10 skills that cut your AI bill with proof instead of vibes. MIT, works in Claude Code, Codex, Cursor. Every skill's check is executed by CI.
JavaScript
- agents
- ai-agents
- claude-code
- claude-skills
- codex
githubcreato 51 giorni facrescita misurataApri fonte ↗
Installa git clone https://github.com/Neeeophytee/ai-cost-cutter-skills ~/.claude/skills/ai-cost-cutter-skills
18stelle GitHubstabile
13
emap — Euskadi hyperlocal mobility
MCP
AttivoUltimo commit 5 giorni fa · 2026-08-28
Basque Country hyperlocal mobility: ES/EU semantic search, routing, open-data POIs, peak-bagging.
PythonLicenza: Apache-2.0
mcpcreato 55 giorni facrescita misurataApri fonte ↗
Server remoto da dichiarare nella configurazione MCP https://gaizkajimenez.com/mcp
0stelle GitHubstabile
14
cyber-ai-team
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-01
Self-hosted AI company OS for solo founders: autonomous agents, ERPNext business memory, and owner-visible governance.
PythonLicenza: MIT
- a2a
- agentic-ai
- ai-agent
- ai-agents
- autonomous-agents
githubcreato 56 giorni facrescita misurataApri fonte ↗
9stelle GitHubstabile
15
llmwiki-docs
Altro
AttivoUltimo commit 8 giorni fa · 2026-08-25
GitHub Pages documentation portal for LLM Wiki-style knowledge source tools.
JavaScriptLicenza: Apache-2.0
- a2a
- agent-tools
- ai
- knowledge-graph
- llmwiki
githubcreato 57 giorni facrescita misurataApri fonte ↗
0stelle GitHubstabile
16
llmwiki-chat
Altro
AttivoUltimo commit 9 giorni fa · 2026-08-24
Browser workbench for querying Markdown/wiki knowledge sources through agent runtime, MCP-style, and A2A-style flows.
TypeScriptLicenza: Apache-2.0
- a2a
- agent-tools
- ai
- knowledge-graph
- llmwiki
githubcreato 57 giorni famomentum stimatoApri fonte ↗
0stelle GitHub—
17
llmwiki-serve
Altro
AttivoUltimo commit 2 giorni fa · 2026-08-31
Serve local Markdown/wiki knowledge folders as agent-readable HTTP, MCP-style, and A2A-style context.
PythonLicenza: Apache-2.0
- a2a
- agent-tools
- ai
- knowledge-graph
- llmwiki
githubcreato 57 giorni facrescita misurataApri fonte ↗
6stelle GitHubstabile
18
IT Glue
MCP
AttivoUltimo commit 36 giorni fa · 2026-07-28
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
TypeScriptLicenza: MIT
mcpcreato 2 mesi facrescita misurataApri fonte ↗
Installa claude mcp add mcp-itglue -- npx mcp-itglue
5stelle GitHubstabile
19
IT Glue
MCP
AttivoUltimo commit 36 giorni fa · 2026-07-28
IT Glue MCP server for MSPs — documents, flexible assets, semantic vector search, RBAC, and BYOK
TypeScriptLicenza: MIT
mcpcreato 2 mesi facrescita misurataApri fonte ↗
Installa claude mcp add mcp-itglue -- npx mcp-itglue
5stelle GitHubstabile
20
my-wiki
Skill
AttivoUltimo commit 3 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
21
io.github.caelum29/calibre-mcp
MCP
AttivoUltimo commit 12 giorni fa · 2026-08-21
Calibre ebook library server: search, read content, curate metadata, semantic search, gated writes.
↓ 191 download/settimanaTypeScriptLicenza: MIT
mcpcreato 2 mesi facrescita misurataApri fonte ↗
Installa claude mcp add calibre-mcp -- npx calibre-mcp
12stelle GitHub+2 (+20.0 %)
22
org.llmref/llmref
MCP
AttivoUltimo commit 2 mesi fa · 2026-07-01
Versioned documentation registry and semantic search for AI tools and coding assistants.
mcpcreato 2 mesi facrescita misurataApri fonte ↗
Server remoto da dichiarare nella configurazione MCP https://api.llmref.org/v1/mcp
0stelle GitHubstabile
23
io.github.jaimenbell/rag-mcp
MCP
AttivoUltimo commit 12 giorni fa · 2026-08-21
Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.
↓ 17 download/settimanaPythonLicenza: MIT
mcpcreato 2 mesi facrescita misurataApri fonte ↗
Installa claude mcp add rag-mcp -- uvx jaimenbell-rag-mcp
0stelle GitHubstabile

Risorse didattiche e di riferimento

Ranked by creation date, newest first; undated entries come last. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
ai-agent-architecture
Altro
AttivoUltimo commit 24 giorni fa · 2026-08-09Apri fonte ↗
Build LLM systems you actually control. A free, open engineering book + course — from tokenization to serving your own models. Mechanisms, trade-offs, and numbers, not prompt tips
HTML
- a2a-protocol
- ai
- ai-agents
- context-engineering
- distributed-systems
githubattivo 24 giorni facreato 47 giorni faRisorsacrescita misurata
46stelle GitHubstabile
2
spring-ai-recipes-learning
Agente
AttivoUltimo commit 53 giorni fa · 2026-07-12Apri fonte ↗
Spring AI 实战教程 🚀 ChatClient → RAG → MCP → Agent → A2A，24 个手写模块循序渐进（Spring Boot 4.1 + Spring AI 2.0 + Java 21）
Java
- a2a
- ai-agent
- chatclient
- gradle
- java
githubattivo 53 giorni facreato 54 giorni faRisorsacrescita misurata
3stelle GitHubstabile

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

com.agishub/ai-toolkit

io.github.jyswee/agenticmemory

tsubasa

Idencify

io.github.KIOKO-LAB/freshvault

garnet-mcp

Claude-AI-Unlimited-Tool-2026

syarif-laravel-ai-skills

Obsidian Everywhere

LLMVault

deja-vu

ai-cost-cutter-skills

emap — Euskadi hyperlocal mobility

cyber-ai-team

llmwiki-docs

llmwiki-chat

llmwiki-serve

IT Glue

IT Glue

my-wiki

io.github.caelum29/calibre-mcp

org.llmref/llmref

io.github.jaimenbell/rag-mcp

Risorse didattiche e di riferimento

ai-agent-architecture

spring-ai-recipes-learning