Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

138

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
webfetch
Skill
AttivoUltimo commit 45 giorni fa · 2026-07-23
Own your LLM's web search: a local search->fetch->rank pipeline that replaces hosted web-search tools. Measured: matches hosted accuracy at 66% lower cost and up to 88% fewer tokens, plus a precision-tuned semantic caching with…
PythonLicenza: MIT
- agent-memory
- agent-skills
- agentic-workflow
- agents
- anthropic
githubcreato 4 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/firish/webfetch ~/.claude/skills/webfetch
55stelle GitHubstabile
2
Enzyme
MCP
AttivoUltimo commit 8 giorni fa · 2026-08-28
Semantic search and pattern discovery for Obsidian and markdown vaults.
TypeScript
mcpcreato 19 mesi facrescita misurataApri fonte ↗
59stelle GitHubstabile
3
DocMeld
Skill
AttivoUltimo commit 38 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
4
ade-document-processing-skills
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-04
Agent skills for LandingAI's Agentic Document Extraction (ADE) — production-ready document AI for agentic coding assistants
Licenza: MIT
- ade
- agent-skills
- claude
- document-extraction
- document-processing
githubcreato 5 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/landing-ai/ade-document-processing-skills ~/.claude/skills/ade-document-processing-skills
64stelle GitHubstabile
5
pinecone-claude-code-plugin
Skill
AttivoUltimo commit 2 giorni fa · 2026-09-03
The official Pinecone marketplace for Claude Code Plugins
PythonLicenza: MIT
- anthropic-claude
- claude-code
- claude-code-plugin
- claude-code-plugin-marketplace
- hybrid-search
githubcreato 8 mesi facrescita misurataApri fonte ↗
Installa /plugin marketplace add pinecone-io/pinecone-claude-code-plugin
68stelle GitHubstabile
6
Cortex
MCP
AttivoUltimo commit oggi · 2026-09-05
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
7
way-back-home
Agente
AttivoUltimo commit 1 giorno fa · 2026-09-05
🚀 Way Back Home
PythonLicenza: Apache-2.0
- a2a
- adk
- agents
- bigquery
- google-cloud
githubcreato 8 mesi facrescita misurataApri fonte ↗
96stelle GitHubstabile
8
solace-agent-mesh
Agente
AttivoUltimo commit 3 giorni 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 951stelle GitHubstabile
9
EDDI
MCP
AttivoUltimo commit oggi · 2026-09-06
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 GitHubstabile
10
io.github.andrea9293/mcp-documentation-server
MCP
AttivoUltimo commit 9 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
Vexor
MCP
AttivoUltimo commit 7 giorni fa · 2026-08-29
A semantic search engine for files and code.
PythonLicenza: MIT
mcpcreato 10 mesi facrescita misurataApri fonte ↗
Installa claude mcp add vexor -- uvx vexor
239stelle GitHubstabile
12
muxi
Altro
AttivoUltimo commit 31 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 GitHubstabile
13
DM-Code-Agent
Skill
AttivoUltimo commit 9 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
14
semanticscholar-skill
Skill
AttivoUltimo commit 51 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 6 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/Agents365-ai/semanticscholar-skill ~/.claude/skills/semanticscholar-skill
68stelle GitHubstabile
15
asta-skill
MCP
AttivoUltimo commit 51 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 5 mesi facrescita misurataApri fonte ↗
183stelle GitHubstabile
16
SDYJ_Multi_Agents
Skill
AttivoUltimo commit 42 giorni fa · 2026-07-25
A LangGraph-powered multi-agent deep research system featuring task planning, human-in-the-loop review, multi-source retrieval, evidence-grounded report generation, full tracing and reproducible evaluation.
PythonLicenza: MIT
- agent
- agent-skills
- agentic-workflow
- langgraph
- llm
githubcreato 11 mesi facrescita misurataApri fonte ↗
Installa git clone https://github.com/hwfengcs/SDYJ_Multi_Agents ~/.claude/skills/SDYJ_Multi_Agents
50stelle GitHubstabile
17
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
5 337 501download in 7 giorni-354 838 (-6.2 %)
18
langchain
Libreria
SconosciutoUltimo commit: non disponibile
Typescript bindings for langchain
- llm
- ai
- gpt3
- chain
- prompt
npmcrescita misurataApri fonte ↗
Installa npm install langchain
2 147 995download in 7 giorni-154 912 (-6.7 %)
19
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
777 745download in 7 giorni-72 798 (-8.6 %)

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
membrane
Skill
AttivoUltimo commit 1 giorno fa · 2026-09-05Apri fonte ↗
A selective learning and memory substrate for agentic systems — typed, revisable, decayable memory with competence learning and trust-aware retrieval.
GoLicenza: MIT
- agent
- agent-framework
- agent-memory
- agent-skills
- agentic
github
Installa git clone https://github.com/BennettSchwartz/membrane ~/.claude/skills/membrane
attivo 1 giorno facreato 7 mesi faRisorsacrescita misurata
94stelle GitHubstabile
2
azure-openai-llm-notes
Skill
AttivoUltimo commit 5 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 5 giorni facreato 3 anni faRisorsacrescita misurata
410stelle GitHubstabile
3
agent-systems-handbook
Agente
AttivoUltimo commit 3 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 3 giorni facreato 4 mesi faRisorsacrescita misurata
316stelle GitHub-1 (-0.32 %)
4
claude-wiki
Skill
AttivoUltimo commit 34 giorni fa · 2026-08-02Apri fonte ↗
Official Claude Documentation - Converted to 2000+ Markdown Files - All documentation sourced from first party sources- 24 categories - refreshed daily, multi-agent orchestration
HTML
- agents-sdk
- anthropic
- anthropic-api
- claude
- claude-ai
github
Installa /plugin marketplace add johnzfitch/claude-wiki
attivo 34 giorni facreato 6 mesi faRisorsacrescita misurata
21stelle GitHubstabile
5
ai-agent-architecture
Altro
AttivoUltimo commit 27 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 27 giorni facreato 50 giorni faRisorsacrescita misurata
46stelle GitHubstabile
6
lit-review-agent-tools
MCP
AttivoUltimo commit 5 giorni fa · 2026-08-31Apri fonte ↗
🤖 The strongest curated list of open-source AI-agent tools for literature review — 70+ tools across 11 categories (Claude Code skills, deep research, MCP servers, PDF parsing, systematic review). 面向智能体文献综述的最强工具大全。
PythonLicenza: CC0-1.0
- academic-research
- ai-agents
- awesome
- awesome-list
- claude-code
githubattivo 5 giorni facreato 42 giorni faRisorsacrescita misurata
16stelle GitHub+3 (+23.1 %)

RAG e ricerca

Utilizzo

Attività

Ordina per

Classifica degli strumenti

webfetch

Enzyme

DocMeld

ade-document-processing-skills

pinecone-claude-code-plugin

Cortex

way-back-home

solace-agent-mesh

EDDI

io.github.andrea9293/mcp-documentation-server

Vexor

muxi

DM-Code-Agent

semanticscholar-skill

asta-skill

SDYJ_Multi_Agents

sentence-transformers

langchain

llama-index

Risorse didattiche e di riferimento

membrane

azure-openai-llm-notes

agent-systems-handbook

claude-wiki

ai-agent-architecture

lit-review-agent-tools