Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

146

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. 1

    MCP
    Attivo

    Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.

    ↓ 84 download/settimanaJavaScriptLicenza: Apache-2.0

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add alibaba-cloud -- npx @three-ws/alibaba-cloud-mcp

      105stelle GitHubstabile
    • 2

      MCP
      Attivo

      IBM watsonx.ai MCP by three.ws: chat, text generation, embeddings, and tokenization.

      ↓ 73 download/settimanaJavaScriptLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add ibm-watsonx -- npx @three-ws/ibm-watsonx-mcp

        105stelle GitHubstabile
      • 3

        MCP
        Attivo

        x402 pay-per-use IBM Granite AI: chat, code, embeddings, analysis, forecasting. Pay USDC per call.

        ↓ 70 download/settimanaJavaScriptLicenza: Apache-2.0

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add ibm-x402-mcp -- npx @three-ws/ibm-x402-mcp

          105stelle GitHubstabile
        • 4

          MCP
          Attivo

          Self improving agents through iterations

          PythonLicenza: Apache-2.0
          • agent-learning
          • agent-memory
          • agentic-workflows
          • ai-agents
          • claude-code

          githubcrescita misurataApri fonte ↗

          104stelle GitHubstabile
        • 5

          Skill
          Attivo

          SRA-Bench and SR-Agents: a benchmark and toolkit for skill-retrieval-augmented LLM agents.

          PythonLicenza: MIT
          • agent-memory
          • agent-skills
          • agentic-ai
          • benchmark
          • llm-based-agents

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/oneal2000/SR-Agents ~/.claude/skills/SR-Agents

          102stelle GitHub+1 (+0.99 %)
        • 6

          Agente
          Attivo

          Data-Agent：从 0 到 1 构建 Text2SQL 智能体实战教程，覆盖 StateGraph 编排、双重 RAG、关系图谱、HITL 人工确认、SQL 自动纠错、Python Docker 沙盒执行与 A2A + SSE 流式交互。

          Kotlin
          • a2a
          • ai-agent
          • human-in-the-loop
          • rag
          • stategraph

          githubcrescita misurataApri fonte ↗

          100stelle GitHub-1 (-0.99 %)
        • 7

          Skill
          Attivo

          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

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/agentii-ai/DocMeld ~/.claude/skills/DocMeld

          100stelle GitHubstabile
        • 8

          Skill
          Attivo

          Andrej Karpathy's LLM Wiki pattern as a skill & Claude Code plugin — turn accumulated sources into a self-maintaining, scalable markdown knowledge base.

          TypeScriptLicenza: MIT
          • ai-tools
          • claude-code-plugin
          • claude-code-skill
          • codex-skill
          • cursor

          githubcrescita misurataApri fonte ↗

          Installa /plugin marketplace add praneybehl/llm-wiki-plugin

          99stelle GitHub+5 (+5.3 %)
        • 9

          Altro
          Abbandonato

          Step-by-step challenge lab repo to build your custom LLM Deep Researcher Assistant using Genkit

          TypeScript
          • a2a
          • deep-research
          • firestore
          • gcp
          • genkit

          githubcrescita misurataApri fonte ↗

          97stelle GitHubstabile
        • 10

          Agente
          Attivo

          🚀 Way Back Home

          PythonLicenza: Apache-2.0
          • a2a
          • adk
          • agents
          • bigquery
          • google-cloud

          githubcrescita misurataApri fonte ↗

          96stelle GitHubstabile
        • 11

          Agente
          Abbandonato

          Open-Source AI-powered web browser. Browse the web with your own LLM API key. Alternative to Dia / Comet.

          TypeScript
          • a2a
          • agent
          • ai
          • ai-agents
          • browser

          githubcrescita misurataApri fonte ↗

          94stelle GitHubstabile
        • 12

          Skill
          Attivo

          Distill any document corpus into a navigable skill hierarchy for LLM agents — no retrieval system needed at serve time.

          PythonLicenza: MIT
          • agent-skills
          • emnlp-2026
          • enterprise-search
          • llm
          • llm-agents

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/dukesun99/Corpus2Skill ~/.claude/skills/Corpus2Skill

          84stelle GitHub+1 (+1.2 %)
        • 13

          Skill
          Attivo

          Harness engineering applied to knowledge production: a self-evolving multi-agent newsroom that turns your documents into a cross-linked markdown wiki. A "reground" loop pulls published pages back in before they go stale — writer ≠ reviewer,…

          PythonLicenza: MIT
          • agentic-ai
          • ai-agents
          • claude
          • claude-code
          • claude-skills

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/alfadur7/llm-wiki-newsroom ~/.claude/skills/llm-wiki-newsroom

          81stelle GitHub+1 (+1.2 %)
        • 14

          MCP
          Attivo

          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

          githubcrescita misurataApri fonte ↗

          72stelle GitHub+2 (+2.9 %)
        • 15

          MCP
          Attivo

          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

          githubcrescita misurataApri fonte ↗

          71stelle GitHubstabile
        • 16

          Skill
          Attivo

          The official Pinecone marketplace for Claude Code Plugins

          PythonLicenza: MIT
          • anthropic-claude
          • claude-code
          • claude-code-plugin
          • claude-code-plugin-marketplace
          • hybrid-search

          githubcrescita misurataApri fonte ↗

          Installa /plugin marketplace add pinecone-io/pinecone-claude-code-plugin

          68stelle GitHubstabile
        • 17

          Skill
          Attivo

          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

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/Agents365-ai/semanticscholar-skill ~/.claude/skills/semanticscholar-skill

          68stelle GitHubstabile
        • 18

          MCP
          Attivo

          Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

          RustLicenza: MIT

            mcpcrescita misurataApri fonte ↗

            67stelle GitHubstabile
          • 19

            MCP
            Attivo

            Persistent memory for Claude Code & Codex CLI. Auto-extracted knowledge graph, multi-representation embeddings, 3D WebGL visualization. LongMemEval R@5=97.45%. Self-hosted, Ollama-optional

            PythonLicenza: MIT
            • ai-memory
            • ai-tools
            • anthropic
            • chromadb
            • claude-code

            githubcrescita misurataApri fonte ↗

            67stelle GitHub+1 (+1.5 %)
          • 20

            MCP
            Attivo

            Token-efficient code review knowledge graph: semantic search and call-graph resolution.

            PythonLicenza: Apache-2.0

              mcpcrescita misurataApri fonte ↗

              Installa claude mcp add better-code-review-graph -- uvx better-code-review-graph

              66stelle GitHubstabile
            • 21

              MCP
              Attivo

              RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet),…

              JavaScript
              • agentdb
              • ai-agents
              • anthropic-claude
              • claude-code
              • claude-code-plugin

              githubcrescita misurataApri fonte ↗

              65stelle GitHub+1 (+1.6 %)
            • 22

              Skill
              Attivo

              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

              githubcrescita misurataApri fonte ↗

              Installa git clone https://github.com/landing-ai/ade-document-processing-skills ~/.claude/skills/ade-document-processing-skills

              64stelle GitHubstabile
            • 23

              MCP
              Attivo

              Semantic search and pattern discovery for Obsidian and markdown vaults.

              TypeScript

                mcpcrescita misurataApri fonte ↗

                59stelle GitHubstabile
              • 24

                Agente
                Attivo

                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

                githubcrescita misurataApri fonte ↗

                59stelle GitHub+2 (+3.5 %)

              Risorse didattiche e di riferimento

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

              1. 1

                membrane

                Skill
                AttivoApri 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

                Risorsacrescita misurata
                94stelle GitHubstabile