Le descrizioni degli strumenti sono in inglese.

RAG e ricerca

Recupero, database vettoriali, embedding e ricerca semantica.

Utilizzo

Attività

Ordina per

147

Classifica degli strumenti

Classifica mista: la crescita misurata ha la precedenza. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

  1. 1

    MCP
    SconosciutoUltimo commit: non disponibile

    Temporal memory MCP server with LanceDB vector search, weight-decay scoring, and LLM consolidation

    mcpmomentum stimatoApri fonte ↗

    Installa claude mcp add mem-context -- uvx mem-context

    21download in 7 giorni—
  2. 2

    MCP
    SconosciutoUltimo commit: non disponibile

    Local-first bookmark management with semantic search and AI-powered organization

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add bookmark-lens -- uvx bookmark-lens

    21download in 7 giornistabile
  3. 3

    MCP
    Attivo

    Minimal RAG-over-a-corpus MCP retrieval: search_knowledge returns cited chunks. Local embeddings.

    ↓ 17 download/settimanaPythonLicenza: MIT

      mcpcrescita misurataApri fonte ↗

      Installa claude mcp add rag-mcp -- uvx jaimenbell-rag-mcp

      0stelle GitHubstabile
    • 4

      MCP
      SconosciutoUltimo commit: non disponibile

      Team engineering memory for AI coding assistants. 47 MCP tools, pgvector semantic search.

      mcpmomentum stimatoApri fonte ↗

      Installa claude mcp add memforge-memory -- npx @memforgeai/memory-service

      17download in 7 giorni—
    • 5

      MCP
      Dormiente

      Knowledge API for AI agents — content, agent directory, model benchmarks, semantic search.

      ↓ 16 download/settimanaJavaScriptLicenza: NOASSERTION

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add voidfeed-mcp -- npx voidfeed-mcp

        0stelle GitHubstabile
      • 6

        MCP
        SconosciutoUltimo commit: non disponibile

        Persistent memory for AI agents with rollback, audit trails, and semantic search.

        mcpcrescita misurataApri fonte ↗

        Installa claude mcp add novyx-mcp -- uvx novyx-mcp

        15download in 7 giornistabile
      • 7

        MCP
        Dormiente

        Local FAISS vector database for RAG with document ingestion, semantic search, and MCP prompts.

        ↓ 13 download/settimanaPythonLicenza: MIT

          mcpcrescita misurataApri fonte ↗

          Installa claude mcp add local-faiss-mcp -- uvx local-faiss-mcp

          33stelle GitHubstabile
        • 8

          MCP
          Abbandonato

          MCP server for YandexGPT — completions, embeddings, classification, summarization (Russia)

          ↓ 36 download/settimanaTypeScriptLicenza: MIT

            mcpcrescita misurataApri fonte ↗

            Installa claude mcp add yandexgpt-mcp -- npx @theyahia/yandexgpt-mcp

            0stelle GitHubstabile
          • 9

            Agente
            Attivo

            The Memory Layer for AI Agents - Drop-in memory infrastructure for AI agents and apps. Context that persists. Built for production.

            PythonLicenza: Apache-2.0
            • agentic-memory
            • agentic-memory-system
            • agents
            • ai
            • ai-agents

            githubcrescita misurataApri fonte ↗

            64 602stelle GitHub+387 (+0.60 %)
          • 10

            Altro
            Attivo

            The Postgres development platform. Supabase gives you a dedicated Postgres database to build your web, mobile, and AI applications.

            TypeScriptLicenza: Apache-2.0
            • ai
            • alternative
            • auth
            • database
            • deno

            githubcrescita misurataApri fonte ↗

            108 763stelle GitHub+260 (+0.24 %)
          • 11

            Altro
            Attivo

            Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative configs with command line and CI/CD integration. Used by OpenAI…

            TypeScriptLicenza: MIT
            • ci
            • ci-cd
            • cicd
            • evaluation
            • evaluation-framework

            githubcrescita misurataApri fonte ↗

            24 768stelle GitHub+142 (+0.58 %)
          • 12

            Altro
            Attivo

            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

            githubcrescita misurataApri fonte ↗

            311stelle GitHub+6 (+2.0 %)
          • 13

            Libreria
            Attivo

            Opiniated RAG for integrating GenAI in your apps 🧠 Focus on your product rather than the RAG. Easy integration in existing products with customisation! Any LLM: GPT4, Groq, Llama. Any Vectorstore: PGVector, Faiss. Any Files. Anyway you…

            Python
            • ai
            • api
            • chatbot
            • chatgpt
            • database

            githubcrescita misurataApri fonte ↗

            39 475stelle GitHub+37 (+0.09 %)
          • 14

            Altro
            Attivo

            Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.

            TypeScript
            • agent
            • agentic-ai
            • agentic-framework
            • agentic-workflow
            • ai

            githubcrescita misurataApri fonte ↗

            154 271stelle GitHub+567 (+0.37 %)
          • 15

            Altro
            Attivo

            Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

            RustLicenza: Apache-2.0
            • ai-search
            • ai-search-engine
            • embeddings-similarity
            • hnsw
            • hybrid-search

            githubcrescita misurataApri fonte ↗

            34 347stelle GitHub+116 (+0.34 %)
          • 16

            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 %)
          • 17

            Altro
            Attivo

            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

            githubcrescita misurataApri fonte ↗

            9 433stelle GitHub+9 (+0.10 %)
          • 18

            Altro
            Attivo

            Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

            GoLicenza: Apache-2.0
            • anns
            • cloud-native
            • diskann
            • distributed
            • embedding-database

            githubcrescita misurataApri fonte ↗

            45 938stelle GitHub+100 (+0.22 %)
          • 19

            Altro
            Attivo

            Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for…

            PythonLicenza: Apache-2.0
            • agent-framework
            • agentic-ai
            • agentic-rag
            • agents
            • ai

            githubcrescita misurataApri fonte ↗

            26 400stelle GitHub+54 (+0.20 %)
          • 20

            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 %)
          • 21

            Agente
            Attivo

            Incremental engine for long horizon agents 🌟 Star if you like it!

            RustLicenza: Apache-2.0
            • agentic-data-framework
            • ai
            • ai-agents
            • change-data-capture
            • codebase-intelligence

            githubcrescita misurataApri fonte ↗

            11 453stelle GitHub+32 (+0.28 %)
          • 22

            Altro
            Attivo

            Graph-Native Infrastructure for Context and Accountable AI Systems

            PythonLicenza: MIT
            • agent-memory
            • ai
            • ai-governance
            • ai-infrastructure
            • artificial-intelligence

            githubcrescita misurataApri fonte ↗

            11 740stelle GitHub+678 (+6.1 %)
          • 23

            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 %)
          • 24

            App
            Attivo

            World's first open-source enterprise world model.

            RustLicenza: Apache-2.0
            • agent-memory
            • bitemporal
            • graphrag
            • knowledge-base
            • knowledge-graph

            githubcrescita misurataApri fonte ↗

            2 428stelle GitHub+1 596 (+191.8 %)

          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. 1

            awesome-llm-apps

            Skill
            AttivoApri fonte ↗

            100+ AI Agents, Agent Skills and RAG Apps - Free and Open Source.

            PythonLicenza: Apache-2.0
            • agents
            • llms
            • python
            • rag
            github

            Installa git clone https://github.com/Shubhamsaboo/awesome-llm-apps ~/.claude/skills/awesome-llm-apps

            Risorsacrescita misurata
            135 793stelle GitHub+1 057 (+0.78 %)