Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

118

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
MindMemOS
Skill
AttivoUltimo commit 3 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 %)
2
claude-mem-lite
MCP
AttivoUltimo commit oggi · 2026-09-04
Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem…
JavaScriptLicenza: MIT
- agent-memory
- ai-coding-assistant
- ai-memory
- anthropic
- claude
githubcreato 6 mesi facrescita misurataApri fonte ↗
57stelle GitHub+3 (+5.6 %)
3
ChatCrystal
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-03
Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.
TypeScriptLicenza: Apache-2.0
- agent-skills
- ai-memory
- ai-tools
- claude-code
- codex
githubcreato 5 mesi facrescita misurataApri fonte ↗
58stelle GitHub+3 (+5.5 %)
4
mcp-local-rag
MCP
AttivoUltimo commit 1 giorno fa · 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 %)
5
Daft
Altro
AttivoUltimo commit oggi · 2026-09-04
High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
RustLicenza: Apache-2.0
- ai-engineering
- ai-pipeline
- arrow
- artificial-intelligence
- big-data
githubcreato 4 anni facrescita misurataApri fonte ↗
5 747stelle GitHub+15 (+0.26 %)
6
ghost
MCP
AttivoUltimo commit 1 giorno fa · 2026-09-04
The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the complete protocol stack (MCP, AG-UI, A2UI, A2A). Zero cloud. Zero telemetry. On-device inference.
Rust
- a2a
- a2ui
- ag-ui
- agent-orchestration
- agent-os
githubcreato 6 mesi facrescita misurataApri fonte ↗
31stelle GitHub+2 (+6.9 %)
7
context-engineering
MCP
AttivoUltimo commit oggi · 2026-09-04
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
PythonLicenza: Apache-2.0
- agent-skills
- agentic-ai
- context-engineering
- generative-ai
- llm
githubcreato 10 mesi facrescita misurataApri fonte ↗
136stelle GitHub+4 (+3.0 %)
8
atmosphere
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-04
Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3.…
JavaLicenza: Apache-2.0
- a2a
- acp
- agentic-ai
- ai-agents
- anthropic
githubcreato 16 anni facrescita misurataApri fonte ↗
3 808stelle GitHub+12 (+0.32 %)
9
LLMVault
Altro
AttivoUltimo commit 26 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 52 giorni facrescita misurataApri fonte ↗
312stelle GitHub+5 (+1.6 %)
10
deepdive
Skill
AttivoUltimo commit 4 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 %)
11
orchestkit
Skill
AttivoUltimo commit oggi · 2026-09-04
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
228stelle GitHub+4 (+1.8 %)
12
PatentRadar
Agente
AttivoUltimo commit 7 giorni fa · 2026-08-29
专利侵权分析系统 —— 输入专利公开号，产出竞品侵权分析报告；同时打包成 skill，可被任意 agent（dsh, codex, claudecode 等）调用。
Python
- agentic-ai
- claim-chart
- claude-code
- claude-code-skill
- codex
githubcreato 4 mesi facrescita misurataApri fonte ↗
59stelle GitHub+2 (+3.5 %)
13
tidb
Agente
AttivoUltimo commit oggi · 2026-09-05
TiDB is built for agentic workloads that grow unpredictably, with ACID guarantees and native support for transactions, analytics, and vector search. No data silos. No noisy neighbors. No infrastructure ceiling.
GoLicenza: Apache-2.0
- agent
- agent-context
- agent-memory
- agentic
- ai
githubcreato 11 anni facrescita misurataApri fonte ↗
40 488stelle GitHub+10 (+0.02 %)
14
code-graph-mcp
MCP
AttivoUltimo commit oggi · 2026-09-04
AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.
RustLicenza: MIT
- ast
- call-graph
- claude-code
- claude-code-plugin
- code-navigation
githubcreato 5 mesi facrescita misurataApri fonte ↗
72stelle GitHub+2 (+2.9 %)
15
databend
Altro
AttivoUltimo commit oggi · 2026-09-05
Data Agent Ready Warehouse : One for Analytics, Search, AI, Python Sandbox. — rebuilt from scratch. Unified architecture on your S3.
Rust
- ai
- bigdata
- cloud-native
- database
- elasticsearch
githubcreato 5 anni facrescita misurataApri fonte ↗
9 434stelle GitHub+8 (+0.08 %)
16
e-commerce-agents
Agente
AttivoUltimo commit oggi · 2026-09-04
6 specialized AI agents collaborating via A2A protocol to power e-commerce — product discovery, orders, pricing, reviews, inventory & support. Dual-stack (Python + .NET/C#) with generative UI. Built with Microsoft Agent Framework, FastAPI,…
PythonLicenza: MIT
- a2a-protocol
- ai-agents
- aspire-dashboard
- azure-openai
- csharp
githubcreato 5 mesi facrescita misurataApri fonte ↗
22stelle GitHub+1 (+4.8 %)
17
nuwax
Altro
AttivoUltimo commit 1 giorno fa · 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 %)
18
ratel
MCP
AttivoUltimo commit 1 giorno fa · 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 %)
19
skills
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-04
Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java
PythonLicenza: Apache-2.0
- agent-skills
- ai-agents
- claude-code
- codex
- cursor
githubcreato 7 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/qdrant/skills ~/.claude/skills/skills
230stelle GitHub+3 (+1.3 %)
20
llm
Agente
AttivoUltimo commit oggi · 2026-09-05
Ruby's capable AI runtime
RubyLicenza: MIT
- a2a
- a2a-client
- agent
- agent2agent
- agents
githubcreato 23 mesi facrescita misurataApri fonte ↗
139stelle GitHub+2 (+1.5 %)
21
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 %)
22
Claude-Patent-Creator
MCP
AttivoUltimo commit 12 giorni fa · 2026-08-24
USPTO patent creation system with MCP server + Claude Code plugin. Hybrid RAG search over MPEP/USC/CFR, BigQuery access to 76M+ patents, automated 35 USC 112 compliance checks, prior art search, diagram generation. GPU-accelerated with…
PythonLicenza: MIT
- bigquery
- claude-code
- claude-code-plugin
- faiss
- mcp-server
githubcreato 9 mesi facrescita misurataApri fonte ↗
178stelle GitHub+2 (+1.1 %)
23
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 53 giorni facrescita misurataApri fonte ↗
742stelle GitHub+3 (+0.41 %)
24
zeph
Altro
AttivoUltimo commit 11 giorni fa · 2026-08-25
A memory-first AI agent that remembers why decisions were made — not just the last message. Runs local (Ollama), cloud (Claude · OpenAI · Gemini), or decentralized TEE. Graph memory, self-learning skills, multi-model routing, sandboxed…
RustLicenza: MIT
- a2a
- acp
- ai-agent
- claude
- cli
githubcreato 7 mesi facrescita misurataApri fonte ↗
58stelle GitHub+1 (+1.8 %)

Risorse didattiche e di riferimento

Classifica per crescita misurata e normalizzata tra le fonti. Queste risorse restano accessibili separatamente e non partecipano alla classifica principale.

1
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

MindMemOS

claude-mem-lite

ChatCrystal

mcp-local-rag

Daft

ghost

context-engineering

atmosphere

LLMVault

deepdive

orchestkit

PatentRadar

tidb

code-graph-mcp

databend

e-commerce-agents

nuwax

ratel

skills

llm

hivemind

Claude-Patent-Creator

deja-vu

zeph

Risorse didattiche e di riferimento

agent-systems-handbook