RAG e ricerca

Classifica degli strumenti

Ranked by creation date, newest first; undated entries come last. I valori grezzi mantengono la propria finestra; una variazione richiede almeno due rilevazioni in 7 giorni.

1. 1

   GEO-platform

   Agente

   AttivoUltimo commit 2 giorni fa · 2026-08-31

   GEO 生成式引擎优化平台：品牌 GEO 诊断 + 多模态诊断 + 竞品逆向研究。FastAPI + Vue3 + LangGraph。A2A/MCP 就绪。

   PythonLicenza: MIT

   • a2a
   • agent
   • ai-search
   • brand-optimization
   • chromadb

   githubcreato 6 giorni fanuovocrescita misurataApri fonte ↗

   1stelle GitHubstabile
2. 2

   Scholar RAG MCP

   MCP

   AttivoUltimo commit 6 giorni fa · 2026-08-27

   Academic paper knowledge-base MCP server: PDF ingest, vector search with reranking, KB management.

   PythonLicenza: MIT

   mcpcreato 6 giorni fanuovocrescita misurataApri fonte ↗

   Installa claude mcp add scholar-rag-mcp -- uvx scholar-rag-mcp

   4stelle GitHubstabile
3. 3

   Qdrant MCP

   MCP

   AttivoUltimo commit 1 giorno fa · 2026-09-01

   MCP server that wraps the Qdrant vector database API as tools.

   PythonLicenza: MIT

   mcpcreato 7 giorni fanuovomomentum stimatoApri fonte ↗

   Installa claude mcp add mcp-qdrant -- uvx mcp-qdrant

   0stelle GitHub—
4. 4

   kbdb

   MCP

   AttivoUltimo commit 8 giorni fa · 2026-08-25

   A searchable second brain for AI agents: ranked keyword and semantic search over your Markdown.

   HTMLLicenza: AGPL-3.0

   mcpcreato 8 giorni fanuovocrescita misurataApri fonte ↗

   Installa claude mcp add kbdb -- npx @dikolab/kbdb

   0stelle GitHubstabile
5. 5

   xNotepad AI

   MCP

   AttivoUltimo commit 10 giorni fa · 2026-08-23

   Create, search, and update notes in an xNotepad AI notebook, with semantic search and AI Q&A.

   TypeScriptLicenza: MIT

   mcpcreato 10 giorni fanuovocrescita misurataApri fonte ↗

   Server remoto da dichiarare nella configurazione MCP https://www.xnotepadai.com/api/mcp/

   0stelle GitHubstabile
6. 6

   Recall

   MCP

   AttivoUltimo commit 12 giorni fa · 2026-08-21

   Recall (recall.it) — your AI knowledge base / 'second brain'. Via the official API: semantic search

   Licenza: MIT

   mcpcreato 12 giorni fanuovocrescita misurataApri fonte ↗

   Server remoto da dichiarare nella configurazione MCP https://api.mcp.ai/p_recall

   0stelle GitHubstabile
7. 7

   Magnificent Jobs

   MCP

   AttivoUltimo commit 12 giorni fa · 2026-08-21

   Semantic search over 3.5M+ live US job postings pulled straight from company ATSes. Read-only.

   JavaScriptLicenza: MIT

   mcpcreato 14 giorni fanuovocrescita misurataApri fonte ↗

   Server remoto da dichiarare nella configurazione MCP https://magnificentjobs.com/mcp

   2stelle GitHubstabile
8. 8

   Pexafy

   MCP

   AttivoUltimo commit 5 giorni fa · 2026-08-28

   Semantic search over free-to-use stock photos from 9 libraries: by words, image, or similar.

   PythonLicenza: MIT

   mcpcreato 16 giorni fanuovocrescita misurataApri fonte ↗

   Server remoto da dichiarare nella configurazione MCP https://mcp.pexafy.com/mcp

   0stelle GitHubstabile
9. 9

   llm-agent-production-architecture

   Agente

   AttivoUltimo commit 16 giorni fa · 2026-08-17

   Production-style multi-agent LLM stack: orchestrator + specialists over A2A, LangGraph, MCP, Qdrant, LiteLLM, Langfuse. Human-designed (decisions in ADRs), AI-implemented.

   PythonLicenza: MIT

   • a2a
   • ai-gateway
   • architecture-decision-records
   • langfuse
   • langgraph

   githubcreato 18 giorni fanuovocrescita misurataApri fonte ↗

   0stelle GitHubstabile
10. 10

    LT2MD

    Skill

    AttivoUltimo commit 10 giorni fa · 2026-08-23

    AI-agent skill producing reusable Markdown from PDFs. It turns flowcharts, diagrams, and charts into text beside each caption instead of empty links. It checks an earlier conversion against the PDF and fixes misread or missing parts. Long…

    PythonLicenza: AGPL-3.0

    • agent-skills
    • ai-agents
    • codex
    • codex-skill
    • document-conversion

    githubcreato 19 giorni fanuovocrescita misurataApri fonte ↗

    Installa git clone https://github.com/libnyx/LT2MD ~/.claude/skills/LT2MD

    89stelle GitHub+43 (+93.5 %)
11. 11

    com.opensolr/opensolr-mcp

    MCP

    AttivoUltimo commit 4 giorni fa · 2026-08-29

    Managed Apache Solr for agents: hybrid BM25+kNN search, server-side embeddings, RAG answers

    PythonLicenza: MIT

    mcpcreato 19 giorni fanuovocrescita misurataApri fonte ↗

    Installa claude mcp add opensolr-mcp -- uvx opensolr-mcp

    0stelle GitHubstabile
12. 12

    searchcans-skills-zh

    Skill

    AttivoUltimo commit 8 giorni fa · 2026-08-25

    官方简体中文 Agent Skills for SearchCans SERP API、Reader API 与 Account API：深度研究、SEO/GEO 内容差距分析与网页提取审计。

    PythonLicenza: Apache-2.0

    • agent-skills
    • ai-agents
    • chinese
    • claude-code-skills
    • claude-skills

    githubcreato 19 giorni fanuovocrescita misurataApri fonte ↗

    Installa git clone https://github.com/SearchCans/searchcans-skills-zh ~/.claude/skills/searchcans-skills-zh

    3stelle GitHubstabile
13. 13

    SkillCorpus

    Skill

    AttivoUltimo commit 1 giorno fa · 2026-09-01

    Open-source infrastructure that turns scattered SKILL.md files into curated, retrieval-ready agent-skill corpora—with retrieval and evaluation tooling included.

    PythonLicenza: Apache-2.0

    • agent-memory
    • agent-skills
    • ai-agents
    • benchmark
    • dataset

    githubcreato 22 giorni fanuovocrescita misurataApri fonte ↗

    Installa git clone https://github.com/EverMind-AI/SkillCorpus ~/.claude/skills/SkillCorpus

    424stelle GitHub+204 (+92.7 %)
14. 14

    agentix-platform

    Agente

    AttivoUltimo commit 25 giorni fa · 2026-08-08

    Production-grade agentic AI on Kubernetes — LangGraph-native agent orchestration (Synapse) on EKS + Istio Ambient Mesh + AgentGateway. Zero-credential LLM access, pluggable MongoDB Atlas Vector Search memory, A2A protocol runtime,…

    Shell

    • a2a-protocol
    • agentgateway
    • agentic-ai
    • ai-agents
    • eks

    githubcreato 25 giorni fanuovocrescita misurataApri fonte ↗

    0stelle GitHubstabile
15. 15

    utopia

    App

    AttivoUltimo commit oggi · 2026-09-02

    World's first open-source enterprise world model.

    RustLicenza: Apache-2.0

    • agent-memory
    • bitemporal
    • graphrag
    • knowledge-base
    • knowledge-graph

    githubcreato 26 giorni fanuovocrescita misurataApri fonte ↗

    1 348stelle GitHub+516 (+62.0 %)
16. 16

    io.github.nirajagarwal/bible-mcp

    MCP

    AttivoUltimo commit 27 giorni fa · 2026-08-06

    Bible corpus MCP server: scripture, Greek/Hebrew interlinear data, cross-refs, semantic search.

    PythonLicenza: NOASSERTION

    mcpcreato 29 giorni fanuovocrescita misurataApri fonte ↗

    Server remoto da dichiarare nella configurazione MCP https://bible-mcp-server.fly.dev/mcp

    2stelle GitHubstabile
17. 17

    citegraph-copilot

    Agente

    AttivoUltimo commit 31 giorni fa · 2026-08-02

    GraphRAG research assistant over the arXiv citation graph - LangGraph orchestration, A2A microservices, MCP tools, Neo4j

    PythonLicenza: MIT

    • a2a-protocol
    • fastapi
    • graphrag
    • knowledge-graph
    • langgraph

    githubcreato 31 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
18. 18

    knowli

    Agente

    AttivoUltimo commit 31 giorni fa · 2026-08-02

    Knowli: shared knowledge capture with human review, conflict resolution, cited retrieval, and a simple local-first stack.

    TypeScriptLicenza: Apache-2.0

    • a2a
    • fastapi
    • human-in-the-loop
    • knowledge-management
    • langgraph

    githubcreato 36 giorni facrescita misurataApri fonte ↗

    0stelle GitHubstabile
19. 19

    Pipe Docs (SPR) MCP Server

    MCP

    AttivoUltimo commit 5 giorni fa · 2026-08-28

    Docs + source RAG for Pipe language: semantic search, cited answers, code symbol lookup.

    GoLicenza: MIT

    mcpcreato 36 giorni facrescita misurataApri fonte ↗

    2stelle GitHubstabile
20. 20

    retrieval-augmented-generation-CLAUDE-GEMINI

    Altro

    AttivoUltimo commit 12 giorni fa · 2026-08-21

    RAG pipeline and engine built with Codex Sol-5.6 and Antigravity Gemini-3.7-Flash

    Python

    • ai
    • claude-code
    • claude-code-skills
    • claude-plugin
    • embedding

    githubcreato 36 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile
21. 21

    reactor

    Altro

    AttivoUltimo commit 12 giorni fa · 2026-08-21

    Open-source enterprise AI agent platform for centrally governing agents, tools, memory, RAG, approvals, and durable workflows with FastAPI, LangGraph, LangChain, and LangSmith.

    Python

    • a2a-protocol
    • agent-orchestration
    • agent-platform
    • agentic-ai
    • ai-agents

    githubcreato 40 giorni facrescita misurataApri fonte ↗

    1stelle GitHubstabile