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

   io.github.HBarefoot/engram

   MCP

   AttivoUltimo commit 58 giorni fa · 2026-07-07

   Local-first persistent memory for AI agents — SQLite + local embeddings, MCP-native, no cloud.

   ↓ 70 download/settimanaJavaScriptLicenza: MIT

   mcpcreato 7 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add engram -- npx @hbarefoot/engram

   7stelle GitHubstabile
2. 2

   MidOS - MCP Community Library

   MCP

   DormienteUltimo commit 4 mesi fa · 2026-05-03

   Curated knowledge API for AI agents - skill packs, semantic search, validated patterns.

   ↓ 66 download/settimanaPythonLicenza: MIT

   mcpcreato 6 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add midos-mcp -- uvx midos-mcp

   8stelle GitHubstabile
3. 3

   MidOS - MCP Community Library

   MCP

   DormienteUltimo commit 4 mesi fa · 2026-05-03

   Curated knowledge for AI agents — 19K chunks, 121 skills, semantic search via MCP

   ↓ 66 download/settimanaPythonLicenza: MIT

   mcpcreato 6 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add midos -- uvx midos-mcp

   8stelle GitHubstabile
4. 4

   marocain.investments — {GIN} real-estate intelligence (Morocco)

   MCP

   AttivoUltimo commit 14 giorni fa · 2026-08-20

   {GIN} verdict, M-Value AVM, market facts + semantic search for Moroccan real estate. Moat-safe.

   ↓ 62 download/settimanaJavaScriptLicenza: MIT

   mcpcreato 2 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add marocain-mcp-server -- npx @marocain/mcp-server

   1stelle GitHubstabile
5. 5

   Obsidian Brain

   MCP

   AttivoUltimo commit 21 giorni fa · 2026-08-12

   Obsidian MCP server: semantic search, knowledge graph, and vault editing. No plugin required.

   ↓ 61 download/settimanaTypeScriptLicenza: Apache-2.0

   mcpcreato 4 mesi facrescita misurataApri fonte ↗

   Installa claude mcp add obsidian-brain -- npx obsidian-brain

   10stelle GitHub+1 (+11.1 %)
6. 6

   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
7. 7

   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
8. 8

   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
9. 9

   io.github.thomasjumper/agentbay-mcp

   MCP

   SconosciutoUltimo commit: non disponibile

   Persistent memory and knowledge management for AI agents with semantic search and 50+ tools.

   mcpcrescita misurataApri fonte ↗

   Installa claude mcp add agentbay-mcp -- npx aiagentsbay-mcp

   52download in 7 giornistabile
10. 10

    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
11. 11

    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
12. 12

    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
13. 13

    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
14. 14

    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
15. 15

    io.github.gogogadgetbytes/smart-connections

    MCP

    DormienteUltimo commit 7 mesi fa · 2026-02-03

    MCP server for Obsidian Smart Connections. Semantic search using your vault's embeddings.

    ↓ 42 download/settimanaTypeScriptLicenza: MIT

    mcpcreato 7 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add smart-connections -- npx @gogogadgetbytes/smart-connections-mcp

    3stelle GitHubstabile
16. 16

    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
17. 17

    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
18. 18

    Context Lens

    MCP

    SconosciutoUltimo commit: non disponibile

    Semantic search knowledge base with serverless LanceDB. Zero setup, 100% local, 25+ file types

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add context-lens -- uvx context-lens

    31download in 7 giornistabile
19. 19

    io.github.edgardomunoznajar/america-law-graph

    MCP

    SconosciutoUltimo commit: non disponibile

    Search 529K US statute sections. 50 states + USC + CFR. Semantic search, citation graph, MCP.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add america-law-graph -- npx america-law-graph

    30download in 7 giornistabile
20. 20

    Distillery

    MCP

    AttivoUltimo commit 20 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
21. 21

    CoderSwap MCP Server

    MCP

    SconosciutoUltimo commit: non disponibile

    Build searchable AI research knowledge bases with hybrid vector search directly in Claude Desktop.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add coderswap-mcp-server -- npx @coderswap/mcp-server

    27download in 7 giornistabile
22. 22

    Xentropy Notes — Memory Layer for AI

    MCP

    SconosciutoUltimo commit: non disponibile

    Semantic search and knowledge graph for your Wall notes from Claude Code and MCP clients.

    mcpcrescita misurataApri fonte ↗

    Installa claude mcp add xentropy-notes -- npx @xentropy/mcp

    25download in 7 giornistabile
23. 23

    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
24. 24

    ESG MCP Servers

    MCP

    DormienteUltimo commit 6 mesi fa · 2026-02-28

    31 MCP tools for ESG data extraction, PDF processing, vector search, and EU regulation analysis.

    ↓ 23 download/settimanaPythonLicenza: MIT

    mcpcreato 6 mesi facrescita misurataApri fonte ↗

    Installa claude mcp add esg-mcp-servers -- uvx esg-mcp-servers

    0stelle GitHubstabile
25. 25

    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