Die Werkzeugbeschreibungen sind auf Englisch.

RAG und Suche

Retrieval, Vektordatenbanken, Embeddings und semantische Suche.

Anwendungsfall

Aktivität

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144

Werkzeug-Rangliste

Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.

  1. 1

    Agent
    Aktiv

    SHM v6.15.0 — 自演化超图记忆系统: R4OracleDb oracle DB 同形注入, 评测数据面重建 (LoCoMo-Refined 72.43%), 精卫循环至 SOTA 82.65 进行中

    PythonLizenz: MIT
    • a2a
    • ai-agent
    • hypergraph
    • knowledge-graph
    • mcp

    githubgemessenes WachstumQuelle öffnen ↗

    6GitHub-Sterne+1 (+20.0 %)
  2. 2

    MCP
    Aktiv

    A Go framework for building production agent systems with graph workflows, tools, memory, A2A, AG-UI, MCP, evaluation, and observability.

    GoLizenz: Apache-2.0
    • a2a
    • a2a-protocol
    • ag-ui
    • agent
    • agent-framework

    githubgemessenes WachstumQuelle öffnen ↗

    1 763GitHub-Sterne+16 (+0.92 %)
  3. 3

    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

    975GitHub-Sterne+13 (+1.4 %)
  4. 4

    MCP
    Aktiv

    Persistent per-project memory for Claude Code, Kiro, Cursor & Codex - plain markdown committed with your code, captured prompt-free, auto-injected at session start, recalled by meaning (local semantic search, zero API). Cross-project…

    JavaScriptLizenz: MIT
    • agent-memory
    • ai-agents
    • ai-memory
    • anthropic
    • claude

    githubgemessenes WachstumQuelle öffnen ↗

    7GitHub-Sterne+1 (+16.7 %)
  5. 5

    MCP
    Aktiv

    Context Engineering: Build Consistent, Accurate, Predictable AI Systems

    PythonLizenz: Apache-2.0
    • agent-skills
    • agentic-ai
    • context-engineering
    • generative-ai
    • llm

    githubgemessenes WachstumQuelle öffnen ↗

    136GitHub-Sterne+5 (+3.8 %)
  6. 6

    MCP
    Aktiv

    Local-first AI PKM for coding conversations: import Claude Code/Cursor/Codex, distill notes, semantic search, tag graph, MCP memory.

    TypeScriptLizenz: Apache-2.0
    • agent-skills
    • ai-memory
    • ai-tools
    • claude-code
    • codex

    githubgemessenes WachstumQuelle öffnen ↗

    58GitHub-Sterne+3 (+5.5 %)
  7. 7

    MCP
    Aktiv

    The Private Agent OS — search files, run AI agents, connect to 10,000+ tools via the complete protocol stack (MCP, AG-UI, A2UI, A2A). Zero cloud. Zero telemetry. On-device inference.

    Rust
    • a2a
    • a2ui
    • ag-ui
    • agent-orchestration
    • agent-os

    githubgemessenes WachstumQuelle öffnen ↗

    31GitHub-Sterne+2 (+6.9 %)
  8. 8

    Skill
    Aktiv

    Production-grade AI coding rules for Cursor and Claude Code. 15 rules + 9 doc templates + skills + agents + MCP setup. Drop into any project.

    PythonLizenz: MIT
    • ai-agents
    • ai-coding
    • ai-development
    • ai-engineer
    • automation

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/aiagentwithdhruv/ai-dev-stack ~/.claude/skills/ai-dev-stack

    10GitHub-Sterne+1 (+11.1 %)
  9. 9

    Sonstige
    Aktiv

    An intentionally vulnerable OWASP LLM Top 10 training platform for AI Security, Prompt Injection, RAG Security, Agent Security, and GenAI penetration testing.

    PythonLizenz: MIT
    • agent-security
    • ai-security
    • ai-security-tool
    • artificial-intelligence
    • ctf

    githubgemessenes WachstumQuelle öffnen ↗

    311GitHub-Sterne+6 (+2.0 %)
  10. 10

    Agent
    Aktiv

    Portable AI agent runtime for the JVM. One @Agent class runs on Spring AI, LangChain4j, Anthropic, or 9 more behind one SPI. Token streaming, tool calls, human approvals, and governance over WebSocket, SSE, gRPC, or WebTransport/HTTP3.…

    JavaLizenz: Apache-2.0
    • a2a
    • acp
    • agentic-ai
    • ai-agents
    • anthropic

    githubgemessenes WachstumQuelle öffnen ↗

    3 808GitHub-Sterne+12 (+0.32 %)
  11. 11

    Sonstige
    Ruhend

    nano-degree in Agentic AI

    PythonLizenz: MIT
    • a2a
    • acp
    • agent
    • mcp
    • rag

    githubgemessenes WachstumQuelle öffnen ↗

    13GitHub-Sterne+1 (+8.3 %)
  12. 12

    MCP
    Aktiv

    Search your past AI coding sessions — Claude Code, Codex, Cursor and 17 more. Indexes the session history they already wrote to disk, including months from before you installed it, and recalls it in any of them. No LLM, no embeddings, one…

    GoLizenz: MIT
    • agent-memory
    • ai-memory
    • claude-code
    • claude-code-hooks
    • claude-code-plugins

    githubgemessenes WachstumQuelle öffnen ↗

    742GitHub-Sterne+7 (+0.95 %)
  13. 13

    Agent
    Ruhend

    Practical GenAI-Eshop application using Semantic Kernel, multi-agent orchestrations, Mcp tools, A2A Agents, Semantic Search, Aspire and more.

    C#Lizenz: MIT
    • a2a
    • agents
    • ai-agents
    • aspire
    • csharp

    githubgemessenes WachstumQuelle öffnen ↗

    15GitHub-Sterne+1 (+7.1 %)
  14. 14

    Skill
    Aktiv

    FoJin-powered Buddhist AI persona framework — source-grounded, boundary-aware, fidelity-tested, runtime-ready.

    PythonLizenz: MIT
    • agent-skills
    • ai-persona
    • bdrc
    • buddhism
    • chinese-buddhism

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/xr843/Master-skill ~/.claude/skills/Master-skill

    382GitHub-Sterne+5 (+1.3 %)
  15. 15

    MCP
    Aktiv

    Local-first RAG server for developers. Semantic + keyword search for code and technical docs. Works with MCP or CLI. Fully private, zero setup.

    TypeScriptLizenz: MIT
    • agent-skills
    • cli-tool
    • developer-tools
    • hybrid-search
    • local-first

    githubgemessenes WachstumQuelle öffnen ↗

    381GitHub-Sterne+5 (+1.3 %)
  16. 16

    Sonstige
    Aktiv

    High-performance data engine for AI and multimodal workloads. Process images, audio, video, and structured data at any scale

    RustLizenz: Apache-2.0
    • ai-engineering
    • ai-pipeline
    • arrow
    • artificial-intelligence
    • big-data

    githubgemessenes WachstumQuelle öffnen ↗

    5 741GitHub-Sterne+10 (+0.17 %)
  17. 17

    Skill
    Aktiv

    Deepdive skill for Claude Code — 12-phase research pipeline: plan-review gate, parallel sub-agent search, claims-ledger triangulation with dissent protection, relevance × authority evidence filter, multi-angle red team, four-layer citation…

    PythonLizenz: MIT
    • agent-skills
    • agentic-workflow
    • ai-research-assistant
    • anthropic
    • citation-verification

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/Socialpranker/deepdive ~/.claude/skills/deepdive

    393GitHub-Sterne+5 (+1.3 %)
  18. 18

    Skill
    Aktiv

    Agent skills for Qdrant vector search: scaling, performance optimization, search quality, monitoring, deployment, model migration, version upgrades, and SDK usage across Python, TypeScript, Rust, Go, .NET, Java

    PythonLizenz: Apache-2.0
    • agent-skills
    • ai-agents
    • claude-code
    • codex
    • cursor

    githubgemessenes WachstumQuelle öffnen ↗

    Installieren git clone https://github.com/qdrant/skills ~/.claude/skills/skills

    230GitHub-Sterne+4 (+1.8 %)
  19. 19

    Sonstige
    Aktiv

    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

    githubgemessenes WachstumQuelle öffnen ↗

    9 434GitHub-Sterne+10 (+0.11 %)
  20. 20

    MCP
    Aktiv

    Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

    TypeScriptLizenz: MIT
    • accuracy
    • agents
    • claude-skills
    • context
    • harness

    githubgemessenes WachstumQuelle öffnen ↗

    434GitHub-Sterne+5 (+1.2 %)
  21. 21

    MCP
    Aktiv

    Persistent long-term memory for Claude Code via MCP — captures coding decisions, bugfixes, and context across sessions. Hybrid FTS5 + TF-IDF search with episode batching. Single SQLite DB, no external services. Alternative to claude-mem…

    JavaScriptLizenz: MIT
    • agent-memory
    • ai-coding-assistant
    • ai-memory
    • anthropic
    • claude

    githubgemessenes WachstumQuelle öffnen ↗

    56GitHub-Sterne+2 (+3.7 %)
  22. 22

    MCP
    Aktiv

    Developer journal with knowledge graphs, relationships, Git context, and semantic search

    TypeScriptLizenz: MIT

      mcpgemessenes WachstumQuelle öffnen ↗

      20GitHub-Sterne+1 (+5.3 %)
    • 23

      Agent
      Aktiv

      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.

      GoLizenz: Apache-2.0
      • agent
      • agent-context
      • agent-memory
      • agentic
      • ai

      githubgemessenes WachstumQuelle öffnen ↗

      40 487GitHub-Sterne+9 (+0.02 %)
    • 24

      MCP
      Aktiv

      AST knowledge graph MCP server for Claude Code — semantic search, call graph traversal, HTTP route tracing, impact analysis. Auto-indexes 10 languages via Tree-sitter.

      RustLizenz: MIT
      • ast
      • call-graph
      • claude-code
      • claude-code-plugin
      • code-navigation

      githubgemessenes WachstumQuelle öffnen ↗

      72GitHub-Sterne+2 (+2.9 %)
    • 25

      Agent
      Aktiv

      6 specialized AI agents collaborating via A2A protocol to power e-commerce — product discovery, orders, pricing, reviews, inventory & support. Dual-stack (Python + .NET/C#) with generative UI. Built with Microsoft Agent Framework, FastAPI,…

      PythonLizenz: MIT
      • a2a-protocol
      • ai-agents
      • aspire-dashboard
      • azure-openai
      • csharp

      githubgemessenes WachstumQuelle öffnen ↗

      22GitHub-Sterne+1 (+4.8 %)