Le descrizioni degli strumenti sono in inglese.
RAG e ricerca
Recupero, database vettoriali, embedding e ricerca semantica.
Utilizzo
Attività
Ordina per
145
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.
- 1Attivo
Pay-per-use IBM Granite AI via x402: chat, code, embeddings, forecasting. USDC on Base or Solana.
mcpcrescita misurataApri fonte ↗
Server remoto da dichiarare nella configurazione MCP
https://three.ws/api/ibm-mcp105stelle GitHub+7 (+7.1 %) - 2Attivo
Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add alibaba-cloud -- npx @three-ws/alibaba-cloud-mcp105stelle GitHub+7 (+7.1 %) - 3Attivo
IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add ibm-watsonx -- npx @three-ws/ibm-watsonx-mcp105stelle GitHub+7 (+7.1 %) - 4Attivo
x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add ibm-x402-mcp -- npx @three-ws/ibm-x402-mcp105stelle GitHub+7 (+7.1 %) - 5Attivo
Enzyme
MCPSemantic search and pattern discovery for Obsidian and markdown vaults.
mcpcrescita misurataApri fonte ↗
59stelle GitHub+7 (+13.5 %) - 6Attivo
LLMVault
AltroAn intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.
githubcrescita misurataApri fonte ↗
311stelle GitHub+6 (+2.0 %) - 7Attivo
tidb
AgenteTiDB 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.
githubcrescita misurataApri fonte ↗
40 484stelle GitHub+6 (+0.01 %) - 8Attivo
hivemind
SkillHivemind turns your traces into reusable skills across agents
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add activeloopai/hivemind1 593stelle GitHub+6 (+0.38 %) - 9Attivo
Google NotebookLM over MCP + a local HTTP REST API. Citation-backed Q&A, audio/video/content generation, multi-account rotation. For Claude Code, Codex, Cursor, n8n, Zapier, Make.
githubcrescita misurataApri fonte ↗
171stelle GitHub+6 (+3.6 %) - 10Attivo
ai_osint
Skill🤖 Curated AI OSINT resources — Google dorks, Shodan queries, GitHub dorks, and techniques to discover exposed LLM endpoints, leaked AI API keys, misconfigured vector databases, and unprotected AI agents
githubcrescita misurataApri fonte ↗
Installa
git clone https://github.com/7WaySecurity/ai_osint ~/.claude/skills/ai_osint159stelle GitHub+6 (+3.9 %) - 11Attivo
story-shot-agent
Altro剧本分镜工具智能体(PenShot):电影/动漫/短剧/小说/剧本→分镜→片段→prompt | 基于 LangGraph+LLM,自动解析任意格式剧本,生成 Sora/Veo/Runway 等模型可用的连贯text-to-video提示词。保持角色/剧情跨片段一致,支持 MCP/REST API/函数调用 | Python库 + A2A集成。(LLM-powered screenplay-to-video-prompt agent. Break scripts into…
githubcrescita misurataApri fonte ↗
157stelle GitHub+6 (+4.0 %) - 12Attivo
Daft
AltroHigh-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale
githubcrescita misurataApri fonte ↗
5 736stelle GitHub+5 (+0.09 %) - 13Attivo
ratel
MCPContext 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.
githubcrescita misurataApri fonte ↗
433stelle GitHub+5 (+1.2 %) - 14Attivo
Master-skill
SkillFoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.
githubcrescita misurataApri fonte ↗
Installa
git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill380stelle GitHub+5 (+1.3 %) - 15Attivo
Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.
githubcrescita misurataApri fonte ↗
378stelle GitHub+5 (+1.3 %) - 16Attivo
skills
SkillAgent 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
githubcrescita misurataApri fonte ↗
Installa
git clone https://github.com/qdrant/skills ~/.claude/skills/skills230stelle GitHub+5 (+2.2 %) - 17Attivo
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
githubcrescita misurataApri fonte ↗
135stelle GitHub+4 (+3.1 %) - 18Attivo
nuwax
AltroNuwax 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.
githubcrescita misurataApri fonte ↗
877stelle GitHub+4 (+0.46 %) - 19Attivo
Universal MCP Server with advanced AI memory capabilities and semantic search.
mcpcrescita misurataApri fonte ↗
Installa
claude mcp add marm-mcp-server -- uvx marm-mcp-server339stelle GitHub+4 (+1.2 %) - 20Attivo
crate
AltroCrateDB is a distributed and scalable SQL database for storing and analyzing massive amounts of data in near real-time, even with complex queries. It is PostgreSQL-compatible, and based on Lucene.
githubcrescita misurataApri fonte ↗
4 432stelle GitHub+3 (+0.07 %) - 21Attivo
bisheng
AgenteBISHENG is an open LLM devops platform for next generation Enterprise AI applications. Powerful and comprehensive features include: GenAI workflow, RAG, Agent, Unified model management, Evaluation, SFT, Dataset Management, Enterprise-level…
githubcrescita misurataApri fonte ↗
11 923stelle GitHub+3 (+0.03 %) - 22Dormiente
xiaoyaosearch
Skill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.
githubcrescita misurataApri fonte ↗
Installa
git clone https://github.com/dtsola/xiaoyaosearch ~/.claude/skills/xiaoyaosearch1 085stelle GitHub+3 (+0.28 %) - 23Attivo
llm-wiki-plugin
SkillAndrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sources into a self-maintaining, scalable markdown knowledge base.
githubcrescita misurataApri fonte ↗
Installa
/plugin marketplace add praneybehl/llm-wiki-plugin97stelle GitHub+3 (+3.2 %) - 24Attivo
Sense
MCPCodebase understanding for AI coding agents — symbol graph, blast radius, semantic search.
mcpcrescita misurataApri fonte ↗
35stelle GitHub+3 (+9.4 %)
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.
- 1AttivoApri fonte ↗
agent-systems-handbook
AgenteA 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…
githubRisorsacrescita misurata316stelle GitHub+3 (+0.96 %)