Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

139

Classifica degli strumenti

Ranked by normalized popularity across sources. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1
memsearch
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-02
A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.
PythonLicenza: MIT
- agent
- agent-memory
- ai-agents
- claude-code
- claude-code-plugin
githubcreato 6 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add zilliztech/memsearch
2 565stelle GitHub+36 (+1.4 %)
2
trpc-agent-go
MCP
AttivoUltimo commit oggi · 2026-09-04
A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.
GoLicenza: Apache-2.0
- a2a
- a2a-protocol
- ag-ui
- agent
- agent-framework
githubcreato 15 mesi facrescita misurataApri fonte ↗
1 763stelle GitHub+15 (+0.86 %)
3
hivemind
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-03
Hivemind turns your traces into reusable skills across agents
TypeScriptLicenza: Apache-2.0
- ai
- ai-agents
- ai-memory
- anthropic
- artificial-intelligence
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add activeloopai/hivemind
1 593stelle GitHub+4 (+0.25 %)
4
xiaoyaosearch
Skill
DormienteUltimo commit 3 mesi fa · 2026-05-22
小遥搜索，听懂你的话、看懂你的图，用AI找到本地任何文件。让搜索像聊天一样简单。XiaoyaoSearch: Understands your words, reads your images, finds any local file with AI. Making search as easy as chatting.
Python
- agent-skills
- ai-search
- document-search
- file-search
- local-search
githubcreato 9 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/dtsola/xiaoyaosearch ~/.claude/skills/xiaoyaosearch
1 084stelle GitHubstabile
5
MindMemOS
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-02
Python
- agent
- agent-memory
- agent-skills
- agentic
- dsh-plugin
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS
977stelle GitHub+12 (+1.2 %)
6
nuwax
Altro
AttivoUltimo commit oggi · 2026-09-04
Nuwax Agent OS - An enterprise-grade AI Agent Development and Operation Platform - Providing a complete solution for agent creation and distribution, knowledge base management, model proxy, memory system, and plugin ecosystem.
TypeScriptLicenza: Apache-2.0
- a2a
- agent
- agent-os
- agent-sandbox
- agentic
githubcreato 14 mesi facrescita misurataApri fonte ↗
879stelle GitHub+5 (+0.57 %)
7
codeseek
CLI
AttivoUltimo commit 34 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
deja-vu
MCP
AttivoUltimo commit 5 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 52 giorni facrescita misurataApri fonte ↗
742stelle GitHub+3 (+0.41 %)
9
EnterpriseAgentFramework
Skill
AttivoUltimo commit 5 giorni fa · 2026-08-31
ReachAI企业级智能体开发平台：快速、安全完成已有业务系统智能化改造，让 AI 在 OA、ERP、CRM 等原系统中查数据、填表单、办业务。ReachAI: Quickly and securely bring AI to existing enterprise systems, enabling AI to query data, fill out forms, and execute business tasks directly within OA, ERP,…
JavaLicenza: MIT
- a2a
- agent
- agent-framework
- agent-skills
- agents
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/w8123/EnterpriseAgentFramework ~/.claude/skills/EnterpriseAgentFramework
685stelle GitHub+68 (+11.0 %)
10
LLMTornado
Altro
AttivoUltimo commit 18 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 ↗
639stelle GitHub+1 (+0.16 %)
11
ai-memory-vault
Skill
AttivoUltimo commit 5 giorni fa · 2026-08-31
Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.
- agent-memory
- ai
- ai-agents
- ai-memory
- anthropic
githubcreato 2 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault
621stelle GitHub+29 (+4.9 %)
12
SkillCorpus
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-02
Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.
PythonLicenza: Apache-2.0
- agent-memory
- agent-skills
- ai-agents
- benchmark
- dataset
githubcreato 25 giorni fanuovocrescita misurataApri fonte ↗
Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus
525stelle GitHub+199 (+61.0 %)
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
Octocode
MCP
AttivoUltimo commit 7 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
ratel
MCP
AttivoUltimo commit oggi · 2026-09-04
Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.
TypeScriptLicenza: MIT
- accuracy
- agents
- claude-skills
- context
- harness
githubcreato 9 mesi facrescita misurataApri fonte ↗
434stelle GitHub+4 (+0.93 %)
16
deepdive
Skill
AttivoUltimo commit 3 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 %)
17
mcp-local-rag
MCP
AttivoUltimo commit oggi · 2026-09-04
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
TypeScriptLicenza: MIT
- agent-skills
- cli-tool
- developer-tools
- hybrid-search
- local-first
githubcreato 10 mesi facrescita misurataApri fonte ↗
383stelle GitHub+7 (+1.9 %)
18
Master-skill
Skill
AttivoUltimo commit oggi · 2026-09-04
FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.
PythonLicenza: MIT
- agent-skills
- ai-persona
- bdrc
- buddhism
- chinese-buddhism
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill
382stelle GitHub+2 (+0.53 %)
19
EDDI
MCP
AttivoUltimo commit oggi · 2026-09-05
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 %)
20
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
21
aura
MCP
AttivoUltimo commit oggi · 2026-09-04
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 ↗
339stelle GitHub+81 (+31.4 %)
22
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
23
LLMVault
Altro
AttivoUltimo commit 25 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 51 giorni facrescita misurataApri fonte ↗
312stelle GitHub+5 (+1.6 %)

Risorse didattiche e di riferimento

Ranked by normalized popularity across sources. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
azure-openai-llm-notes
Skill
AttivoUltimo commit 4 giorni fa · 2026-08-31Apri fonte ↗
A curated collection of resources for 🌌 Azure OpenAI, 🦙 LLMs (+RAG, Agents). Monthly Updates.
Python
- agent
- agent-framework
- agent-skills
- ai-engineering
- ai-tools
github
Installa git clone https://github.com/kimtth/azure-openai-llm-notes ~/.claude/skills/azure-openai-llm-notes
attivo 4 giorni facreato 3 anni faRisorsacrescita misurata
410stelle GitHubstabile
2
agent-systems-handbook
Agente
AttivoUltimo commit 2 giorni fa · 2026-09-03Apri fonte ↗
A practical AI agents handbook covering agent systems, agentic workflows, LangGraph, MCP/A2A, context engineering, agent memory, evaluation, observability, and multi-agent architecture. Current trend focus: Gemini Interactions API and…
MDX
- a2a
- agent-framework
- agent-memory
- agentic-ai
- agentic-workflow
githubattivo 2 giorni facreato 4 mesi faRisorsacrescita misurata
316stelle GitHub+3 (+0.96 %)

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

memsearch

trpc-agent-go

hivemind

xiaoyaosearch

MindMemOS

nuwax

codeseek

deja-vu

EnterpriseAgentFramework

LLMTornado

ai-memory-vault

SkillCorpus

aser

Octocode

ratel

deepdive

mcp-local-rag

Master-skill

EDDI

io.github.andrea9293/mcp-documentation-server

aura

io.github.Lyellr88/marm-mcp-server

LLMVault

Risorse didattiche e di riferimento

azure-openai-llm-notes

agent-systems-handbook