Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

144

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. 1

    MCP
    Attivo

    Graph-powered code intelligence with semantic search and knowledge graph for AI assistants

    ↓ 107 download/settimanaTypeScriptLicenza: NOASSERTION

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add codeseeker -- npx codeseeker

      19stelle GitHub+1 (+5.6 %)
    • 2

      Agente
      Attivo

      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

      githubcrescita misurataApri fonte ↗

      3 804stelle GitHub+8 (+0.21 %)
    • 3

      MCP
      Attivo

      Universal MCP Server with advanced AI memory capabilities and semantic search.

      ↓ 913 download/settimanaPythonLicenza: Apache-2.0

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add marm-mcp-server -- uvx marm-mcp-server

        339stelle GitHub+4 (+1.2 %)
      • 4

        Agente
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        22stelle GitHub+1 (+4.8 %)
      • 5

        Skill
        Attivo

        Hivemind turns your traces into reusable skills across agents

        TypeScriptLicenza: Apache-2.0
        • ai
        • ai-agents
        • ai-memory
        • anthropic
        • artificial-intelligence

        githubcrescita misurataApri fonte ↗

        Installa /plugin marketplace add activeloopai/hivemind

        1 593stelle GitHub+6 (+0.38 %)
      • 6

        MCP
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        30stelle GitHub+1 (+3.4 %)
      • 7

        Agente
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        40 484stelle GitHub+6 (+0.01 %)
      • 8

        Altro
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        877stelle GitHub+4 (+0.46 %)
      • 9

        Altro
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        5 736stelle GitHub+5 (+0.09 %)
      • 10

        MCP
        Attivo

        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

        githubcrescita misurataApri fonte ↗

        177stelle GitHub+2 (+1.1 %)
      • 11

        Skill
        Attivo

        Turn scattered knowledge, operational data, and history into source-linked context that your agents can inspect, explain, and reuse.

        PythonLicenza: MIT
        • agent-memory
        • agent-skills
        • agentic-ai
        • agentic-rag
        • ai-agents

        githubcrescita misurataApri fonte ↗

        Installa git clone https://github.com/sparkplug604/praxis ~/.claude/skills/praxis

        48stelle GitHub+1 (+2.1 %)
      • 12

        MCP
        Attivo

        A semantic search engine for files and code.

        PythonLicenza: MIT

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add vexor -- uvx vexor

          239stelle GitHub+2 (+0.84 %)
        • 13

          Skill
          Dormiente

          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

          githubcrescita misurataApri fonte ↗

          Installa git clone https://github.com/dtsola/xiaoyaosearch ~/.claude/skills/xiaoyaosearch

          1 085stelle GitHub+3 (+0.28 %)
        • 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 ↗

          71stelle GitHub+1 (+1.4 %)
        • 15

          Altro
          Attivo

          CrateDB 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.

          JavaLicenza: Apache-2.0
          • analytics
          • big-data
          • cratedb
          • database
          • dbms

          githubcrescita misurataApri fonte ↗

          4 432stelle GitHub+3 (+0.07 %)
        • 16

          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

          80stelle GitHub+1 (+1.3 %)
        • 17

          Agente
          Attivo

          BISHENG 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…

          PythonLicenza: Apache-2.0
          • agent
          • ai
          • chatbot
          • enterprise
          • finetune

          githubcrescita misurataApri fonte ↗

          11 923stelle GitHub+3 (+0.03 %)
        • 18

          MCP
          Attivo

          MCP server for Claude Code and Codex. One tool call replaces ~42 minutes of agent exploration

          TypeScriptLicenza: MIT
          • ai-agents
          • claude
          • claude-ai
          • claude-code
          • claude-code-plugin

          githubcrescita misurataApri fonte ↗

          102stelle GitHub+1 (+0.99 %)
        • 19

          MCP
          Attivo

          Self improving agents through iterations

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

          githubcrescita misurataApri fonte ↗

          105stelle GitHub+1 (+0.96 %)
        • 20

          Skill
          Attivo

          Find out what your coding agents already know. Docmancer indexes the memory, rules, and instructions Claude Code, Codex, Cursor, and Gemini wrote on your machine, then carries the durable parts to every agent. It is local-first and under…

          PythonLicenza: MIT
          • agent-memory
          • ai
          • ai-agents
          • ai-memory
          • claude-code

          githubcrescita misurataApri fonte ↗

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

          123stelle GitHub+1 (+0.82 %)
        • 21

          Agente
          Attivo

          Ruby's capable AI runtime

          RubyLicenza: MIT
          • a2a
          • a2a-client
          • agent
          • agent2agent
          • agents

          githubcrescita misurataApri fonte ↗

          138stelle GitHub+1 (+0.73 %)
        • 22

          Libreria
          Attivo

          LakeSoul is an end-to-end, realtime cloud-native Lakehouse framework for fast data ingestion, concurrent updates, incremental analytics, multimodal data processing and vector search — powering next-generation BI and AI workloads.

          JavaLicenza: Apache-2.0
          • arrow
          • daft
          • datafusion
          • flink
          • gluten

          githubcrescita misurataApri fonte ↗

          3 249stelle GitHub+2 (+0.06 %)
        • 23

          MCP
          Attivo

          Semantic search across Sui documentation and knowledge sources, powered by kapa.ai

          RustLicenza: Apache-2.0

            mcpcrescita misurataApri fonte ↗

            Server remoto da dichiarare nella configurazione MCP https://sui.mcp.kapa.ai

            7 740stelle GitHub+2 (+0.03 %)

          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. 1

            agent-systems-handbook

            Agente
            AttivoApri 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
            githubRisorsacrescita misurata
            316stelle GitHub+3 (+0.96 %)
          2. 2

            dspy-skills

            Skill
            AttivoApri fonte ↗

            Collection of Claude Skills for DSPy framework - program language models, optimize prompts, and build RAG pipelines systematically

            PythonLicenza: MIT
            • agent-skills
            • claude-code
            • claude-skills
            • dspy
            • llm
            github

            Installa git clone https://github.com/OmidZamani/dspy-skills ~/.claude/skills/dspy-skills

            Risorsacrescita misurata
            122stelle GitHub+1 (+0.83 %)