Die Werkzeugbeschreibungen sind auf Englisch.

RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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155

Werkzeug-Rangliste

Ranked by creation date, newest first; undated entries come last. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    MCP
    Aktiv

    RuvNet Brain — a downloadable, source-grounded brain for Claude Code over Reuven Cohen's (rUv's) RuvNet stack: RuVector/RVF, Ruflo, AgentDB, RuLake, SPARC + 21 building blocks. Grounds Claude in real source via one MCP tool (search_ruvnet),…

    JavaScript
    • agentdb
    • ai-agents
    • anthropic-claude
    • claude-code
    • claude-code-plugin

    githubgemessenes WachstumQuelle öffnen ↗

    64GitHub-Sternestabil
  2. 2

    MCP
    Aktiv

    Suggests a relevant xkcd comic during a conversation, via semantic search over every comic.

    PythonLizenz: NOASSERTION

      mcpgemessenes WachstumQuelle öffnen ↗

      Remote-Server, in der MCP-Konfiguration anzugeben https://xkcdai.onrender.com/mcp

      0GitHub-Sternestabil
    • 3

      MCP
      Aktiv

      Local markdown notes: ranked + semantic search, tags, todos, and a wiki-link knowledge graph.

      TypeScriptLizenz: MIT

        mcpgemessenes WachstumQuelle öffnen ↗

        Installieren claude mcp add notes -- npx @abhishekmcp/notes

        1GitHub-Sternestabil
      • 4

        MCP
        Aktiv

        Local-first graph memory for AI assistants with SQLite, semantic search, and MCP tools.

        PythonLizenz: MIT

          mcpgemessenes WachstumQuelle öffnen ↗

          1GitHub-Sternestabil
        • 5

          Skill
          Aktiv

          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,…

          PythonLizenz: MIT
          • agentic-ai
          • ai-agents
          • claude
          • claude-code
          • claude-skills

          githubgemessenes WachstumQuelle öffnen ↗

          Installieren git clone https://github.com/alfadur7/llm-wiki-newsroom ~/.claude/skills/llm-wiki-newsroom

          80GitHub-Sterne+1 (+1.3 %)
        • 6

          MCP
          Aktiv

          MCP memory server for AI coding assistants. Windows Service, ONNX embeddings, SQLite vector search.

          C#

            mcpgemessenes WachstumQuelle öffnen ↗

            0GitHub-Sternestabil
          • 7

            MCP
            Aktiv

            The 21 agentic design patterns, distilled to concepts (no code) — a design-phase reference for building AI agents. Works as a Claude Code skill.

            • agent2agent
            • agentic-ai
            • agentic-design-patterns
            • agentic-workflow
            • ai-agent-framework

            githubgemessenes WachstumQuelle öffnen ↗

            7GitHub-Sternestabil
          • 8

            Skill
            Aktiv
            Python
            • agent
            • agent-memory
            • agent-skills
            • agentic
            • dsh-plugin

            githubgemessenes WachstumQuelle öffnen ↗

            Installieren git clone https://github.com/mindscale-noah/MindMemOS ~/.claude/skills/MindMemOS

            970GitHub-Sterne+12 (+1.3 %)
          • 9

            Agent
            Aktiv

            Multi-agent banking customer service system built on the A2A protocol. A2A Net Hackathon.

            PythonLizenz: MIT
            • a2a-protocol
            • docker
            • llm
            • multi-agent-systems
            • python

            githubgemessenes WachstumQuelle öffnen ↗

            0GitHub-Sternestabil
          • 10

            Skill
            Aktiv

            Give your AI a real, persistent memory. The open-source system plus templates that turn an Obsidian vault into your AI's working memory. No vector database, just markdown.

            • agent-memory
            • ai
            • ai-agents
            • ai-memory
            • anthropic

            githubgemessenes WachstumQuelle öffnen ↗

            Installieren git clone https://github.com/jaredrhod/ai-memory-vault ~/.claude/skills/ai-memory-vault

            605GitHub-Sterne+13 (+2.2 %)
          • 11

            MCP
            Aktiv

            Reddit & X data for AI agents over MCP. Semantic search, hosted, no Reddit API.

            mcpgemessenes WachstumQuelle öffnen ↗

            Remote-Server, in der MCP-Konfiguration anzugeben https://api.prowlo.com/mcp

            0GitHub-Sternestabil
          • 12

            MCP
            Aktiv

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

            ↓ 62 Downloads/WocheJavaScriptLizenz: MIT

              mcpgemessenes WachstumQuelle öffnen ↗

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

              1GitHub-Sternestabil
            • 13

              Agent
              Aktiv

              AI-powered virtual executive team — a single coherent executive persona backed by 8 specialist Claude agents (FastAPI + Next.js).

              Python
              • ai
              • anthropic
              • claude
              • fastapi
              • llm

              githubgemessenes WachstumQuelle öffnen ↗

              3 488GitHub-Sterne+1 925 (+123.2 %)
            • 14

              MCP
              Aktiv

              Cloud-persistent, semantic-search memory MCP — drop-in for server-memory, backed by ZeroDB.

              ↓ 508 Downloads/WocheJavaScriptLizenz: MIT

                mcpgemessenes WachstumQuelle öffnen ↗

                Installieren claude mcp add ainative-memory-mcp -- npx ainative-memory-mcp

                0GitHub-Sternestabil
              • 15

                Agent
                Aktiv

                The agent framework where the model never holds the trigger — every consequential action clears your policy first, waits for a human when it matters, and lands on a record you can verify. Build on it, or put it around the agent you already…

                PythonLizenz: Apache-2.0
                • a2a
                • agent-framework
                • ai-agents
                • ai-governance
                • ai-safety

                githubgemessenes WachstumQuelle öffnen ↗

                1GitHub-Sternestabil
              • 16

                MCP
                Aktiv

                Local-first MCP memory server: SQLite, FTS5 and vector search, AES-256-GCM. 55 tools, no cloud.

                RustLizenz: MIT

                  mcpgemessenes WachstumQuelle öffnen ↗

                  67GitHub-Sterne+14 (+26.4 %)
                • 17

                  Sonstige
                  Aktiv

                  Local-first Agentic AI Infrastructure Platform with LLM Gateway, Agent DAG Runtime, MCP Tool Hub, A2A Agent Mesh, Local RAG, Tool Sandbox and Observability.

                  Python
                  • a2a
                  • agent-runtime
                  • ai-infra
                  • deepseek
                  • fastapi

                  githubgemessenes WachstumQuelle öffnen ↗

                  1GitHub-Sternestabil
                • 18

                  Agent
                  Aktiv

                  AI agent that plays a city quest game using MCP, A2A, RAG, and memory. Built with Microsoft Agent Framework and Azure OpenAI

                  PythonLizenz: MIT
                  • agent-to-agent
                  • ai-agents
                  • azure-ai-search
                  • azure-openai
                  • mcp

                  githubgemessenes WachstumQuelle öffnen ↗

                  3GitHub-Sternestabil
                • 19

                  CLI
                  Aktiv

                  Rust-powered code intelligence CLI for AI coding agents. Builds call graphs and hybrid semantic search indexes (Dense + Sparse + RRF + Reranker) across 7 languages. Ships as native MCP tools for Claude Code and Codex CLI.

                  RustLizenz: MIT
                  • agent-tools
                  • ai-development-tools
                  • ai-tools
                  • bm25
                  • call-graph

                  githubgemessenes WachstumQuelle öffnen ↗

                  764GitHub-Sterne-1 (-0.13 %)
                • 20

                  Skill
                  Aktiv

                  Scaffolding skill + always-on conventions (CLAUDE.md/AGENTS.md) for Quarkus + LangChain4j agentic AI apps: AI services, multi-agent workflows, and RAG. Installable in Claude Code, Codex, Copilot, Cursor, and any Agent Skills-compatible…

                  ShellLizenz: Apache-2.0
                  • agent-skills
                  • ai
                  • ai-agents
                  • claude-code
                  • claude-code-plugin

                  githubgemessenes WachstumQuelle öffnen ↗

                  Installieren /plugin marketplace add eldermoraes/quarkus-agentic-scaffolding

                  26GitHub-Sternestabil
                • 21

                  MCP
                  Aktiv

                  Read-only semantic search MCP server for Obsidian vaults using local Ollama embeddings.

                  ↓ 111 Downloads/WocheJavaScriptLizenz: MIT

                    mcpgemessenes WachstumQuelle öffnen ↗

                    Installieren claude mcp add obsidian-semantic-mcp -- npx @dalecb/obsidian-semantic-mcp

                    0GitHub-Sternestabil
                  • 22

                    MCP
                    Aktiv

                    Fleet discovery for the cyanheads MCP ecosystem — semantic search + install snippets.

                    TypeScriptLizenz: Apache-2.0

                      mcpgemessenes WachstumQuelle öffnen ↗

                      Installieren claude mcp add cyanheads-mcp-server -- npx @cyanheads/cyanheads-mcp-server

                      1GitHub-Sternestabil
                    • 23

                      MCP
                      Aktiv

                      Six-agent system for customer support, employee Q&A, and ops workflows — same LangGraph agents runnable under two interchangeable transports: Anthropic MCP and Google A2A. Live demo on HuggingFace Spaces.

                      PythonLizenz: MIT
                      • a2a
                      • agent-orchestration
                      • agent-to-agent
                      • ai-agents
                      • chromadb

                      githubgemessenes WachstumQuelle öffnen ↗

                      0GitHub-Sternestabil
                    • 24

                      MCP
                      Ruhend

                      Persistent memory for AI agents — semantic + recency search, ONNX embeddings, Docker Compose.

                      PythonLizenz: MIT

                        mcpgemessenes WachstumQuelle öffnen ↗

                        1GitHub-Sternestabil

                      Lern- und Referenzressourcen

                      Ranked by creation date, newest first; undated entries come last. Diese Ressourcen bleiben getrennt zugänglich und fließen nicht in die Hauptwertung ein.

                      1. 1

                        awesome-agents

                        Agent
                        RuhendQuelle öffnen ↗

                        50+ AI agent apps you can actually run — MCP, A2A, LangGraph, SAP, RAG, and multi-agent patterns

                        • a2a
                        • ai-agents
                        • anthropic
                        • awesome-list
                        • langchain
                        githubRessourcegemessenes Wachstum
                        0GitHub-Sternestabil