RAG e ricerca

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

   Local Memory

   MCP

   AttivoUltimo commit 12 giorni fa · 2026-08-21

   Persistent local AI memory. SQLite + FTS5 + vector search, knowledge graph. No cloud, no API keys.

   ↓ 59 download/settimanaTypeScriptLicenza: MIT

   mcpcreato 4 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add local-memory-mcp -- npx @studiomeyer/local-memory-mcp

   11stelle GitHubstabile
2. 2

   io.github.flytohub/flyto-indexer

   MCP

   AttivoUltimo commit 8 giorni fa · 2026-08-25

   Code intelligence MCP server — impact analysis, semantic search, dependency graphs

   ↓ 57 download/settimanaPythonLicenza: Apache-2.0

   mcpcreato 7 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add flyto-indexer -- uvx flyto-indexer

   4stelle GitHubstabile
3. 3

   Chart Library — Pattern Intelligence

   MCP

   AttivoUltimo commit 2 mesi fa · 2026-06-10

   Historical chart-pattern intelligence for AI agents. 25M+ embeddings, 19K+ symbols, 10y history.

   ↓ 56 download/settimanaPythonLicenza: MIT

   mcpcreato 5 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add chart-library -- uvx chartlibrary-mcp

   20stelle GitHubstabile
4. 4

   io.github.spuentesp/lain

   MCP

   AttivoUltimo commit 5 giorni fa · 2026-08-28

   High-performance knowledge graph MCP server for AI coding agents with semantic search.

   ↓ 50 download/settimanaRustLicenza: MIT

   mcpcreato 4 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add lain -- npx @spuentesp/lain-mcp

   6stelle GitHubstabile
5. 5

   IMAGIN.studio API Docs

   MCP

   AttivoUltimo commit 41 giorni fa · 2026-07-23

   Semantic search over IMAGIN.studio API documentation — CDN, API, integration guides, and more.

   ↓ 49 download/settimanaPythonLicenza: Apache-2.0

   mcpcreato 5 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add api-docs-mcp -- uvx imagin-studio-api-docs-mcp

   1stelle GitHubstabile
6. 6

   io.github.evan-moon/memex

   MCP

   AttivoUltimo commit 5 giorni fa · 2026-08-29

   Local-first second brain with semantic search. Markdown notes indexed by a local ML model.

   ↓ 49 download/settimanaTypeScriptLicenza: MIT

   mcpcreato 4 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add memex -- npx @evan-moon/memex

   3stelle GitHubstabile
7. 7

   Embgrep

   MCP

   DormienteUltimo commit 4 mesi fa · 2026-04-15

   Local semantic search — embedding-powered grep for files, zero external services.

   ↓ 45 download/settimanaPythonLicenza: MIT

   mcpcreato 4 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add embgrep -- uvx embgrep

   0stelle GitHubstabile
8. 8

   io.github.fjnunezp75/gpu-bridge

   MCP

   DormienteUltimo commit 5 mesi fa · 2026-03-17

   30 GPU-powered AI services as MCP tools. LLM, image, video, audio, embeddings & more.

   ↓ 43 download/settimanaJavaScriptLicenza: MIT

   mcpcreato 5 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add gpu-bridge -- npx @gpu-bridge/mcp-server

   2stelle GitHubstabile
9. 9

   gigachat-mcp

   MCP

   DormienteUltimo commit 5 mesi fa · 2026-04-01

   MCP server for GigaChat — AI chat, embeddings, image generation (Russia)

   ↓ 39 download/settimanaTypeScriptLicenza: MIT

   mcpcreato 5 mesi facrescita misurataApri fonte ↗

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

   0stelle GitHubstabile
10. 10

    io.github.joesaby/doctree-mcp

    MCP

    AttivoUltimo commit 2 mesi fa · 2026-06-12

    BM25 search + tree navigation over markdown docs for AI agents. No embeddings, no LLM calls.

    ↓ 36 download/settimanaTypeScriptLicenza: MIT

    mcpcreato 6 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add doctree-mcp -- npx doctree-mcp

    1stelle GitHubstabile
11. 11

    Distillery

    MCP

    AttivoUltimo commit 21 giorni fa · 2026-08-13

    Knowledge base for Claude Code with semantic search, feed intelligence, and teams

    ↓ 29 download/settimanaPythonLicenza: NOASSERTION

    mcpcreato 5 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add distillery-mcp -- uvx distillery-mcp

    24stelle GitHubstabile
12. 12

    io.github.nk3750/jitapi

    MCP

    AttivoUltimo commit 2 mesi fa · 2026-06-14

    Turn any OpenAPI spec into an executable agent interface using graphs and semantic search.

    ↓ 25 download/settimanaPythonLicenza: MIT

    mcpcreato 7 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add jitapi -- uvx jitapi

    7stelle GitHubstabile
13. 13

    ZKshare

    MCP

    DormienteUltimo commit 4 mesi fa · 2026-04-30

    ZKshare stdio MCP: store/prove/share, semantic search, sandbox proxy to HTTPS /api/v1/context.

    ↓ 22 download/settimanaTypeScriptLicenza: MIT

    mcpcreato 4 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add zkshare -- npx zkshare-mcp

    0stelle GitHubstabile
14. 14

    io.github.jaimenbell/rag-mcp

    MCP

    AttivoUltimo commit 12 giorni fa · 2026-08-21

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

    ↓ 17 download/settimanaPythonLicenza: MIT

    mcpcreato 2 mesi facrescita misurataApri fonte ↗

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

    0stelle GitHubstabile
15. 15

    io.github.voidfeedai-ops/voidfeed-mcp

    MCP

    DormienteUltimo commit 3 mesi fa · 2026-06-03

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

    ↓ 16 download/settimanaJavaScriptLicenza: NOASSERTION

    mcpcreato 3 mesi facrescita misurataApri fonte ↗

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

    0stelle GitHubstabile
16. 16

    Local FAISS MCP Server

    MCP

    DormienteUltimo commit 4 mesi fa · 2026-04-24

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

    ↓ 13 download/settimanaPythonLicenza: MIT

    mcpcreato 9 mesi facrescita misurataApri fonte ↗

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

    33stelle GitHubstabile
17. 17

    yandexgpt-mcp

    MCP

    AbbandonatoUltimo commit 15 giorni fa · 2026-08-18

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

    ↓ 36 download/settimanaTypeScriptLicenza: MIT

    mcpcreato 5 mesi facrescita misurataApri fonte ↗

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

    0stelle GitHubstabile
18. 18

    mem0

    Agente

    AttivoUltimo commit oggi · 2026-09-02

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    64 602stelle GitHub+387 (+0.60 %)
19. 19

    supabase

    Altro

    AttivoUltimo commit oggi · 2026-09-03

    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

    githubcreato 6 anni facrescita misurataApri fonte ↗

    108 763stelle GitHub+260 (+0.24 %)
20. 20

    promptfoo

    Altro

    AttivoUltimo commit oggi · 2026-09-03

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    24 768stelle GitHub+142 (+0.58 %)
21. 21

    LLMVault

    Altro

    AttivoUltimo commit 23 giorni fa · 2026-08-10

    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

    githubcreato 50 giorni facrescita misurataApri fonte ↗

    311stelle GitHub+6 (+2.0 %)
22. 22

    quivr

    Libreria

    AttivoUltimo commit 2 giorni fa · 2026-08-31

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    39 475stelle GitHub+37 (+0.09 %)
23. 23

    dify

    Altro

    AttivoUltimo commit oggi · 2026-09-03

    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

    githubcreato 3 anni facrescita misurataApri fonte ↗

    154 271stelle GitHub+567 (+0.37 %)
24. 24

    qdrant

    Altro

    AttivoUltimo commit oggi · 2026-09-02

    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

    githubcreato 6 anni facrescita misurataApri fonte ↗

    34 347stelle GitHub+116 (+0.34 %)