Die Werkzeugbeschreibungen sind auf Englisch.
RAG und Suche
Retrieval, Vektordatenbanken, Embeddings und semantische Suche.
Anwendungsfall
Aktivität
Sortieren nach
127
Werkzeug-Rangliste
Nach gemessenem Wachstum und quellenübergreifend normalisiert sortiert. Rohwerte behalten ihr eigenes Zeitfenster; eine Änderung erfordert mindestens zwei Messungen in 7 Tagen.
- 1Aktiv
sgrep
Skillsemantic grep
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/XiaoConstantine/sgrep ~/.claude/skills/sgrep15GitHub-Sternestabil - 2Ruhend
AgentBase
MCPShared knowledge base for AI agents. Semantic search across agents, no setup required — just a URL.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://mcp.agentbase.tools/mcp2GitHub-Sternestabil - 3Aktiv
vector-mcp
MCPVector MCP Server for AI Agents - Supports ChromaDB, Couchbase, MongoDB, Qdrant, and PGVector
githubgemessenes WachstumQuelle öffnen ↗
15GitHub-Sternestabil - 4Ruhend
Practical GenAI-Eshop application using Semantic Kernel, multi-agent orchestrations, Mcp tools, A2A Agents, Semantic Search, Aspire and more.
githubgemessenes WachstumQuelle öffnen ↗
15GitHub-Sterne+1 (+7.1 %) - 5Aktiv
MaxKB
MCP🔥 MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。
githubgemessenes WachstumQuelle öffnen ↗
22 715GitHub-Sterne+67 (+0.30 %) - 6Ruhend
Sourcegraph code search, semantic search, go-to-definition, find-references, and diff search.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://{sourcegraph_hostname}/.api/mcp14GitHub-Sternestabil - 7Aktiv
zilliz-plugin
SonstigeZilliz Cloud plugin for Claude Code & OpenAI Codex — manage clusters, collections, vector search, backups, and more through natural language.
githubgemessenes WachstumQuelle öffnen ↗
3GitHub-Sternestabil - 8Aktiv
shellbrain
SkillShellBrain. Long-term memory for AI.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/cucupac/shellbrain ~/.claude/skills/shellbrain13GitHub-Sternestabil - 9Ruhend
agent-as-a-tool
AgentAgent-as-a-Tool: An infinite-scale AI orchestration framework solving Tool Space Interference (TSI) via dynamic agent injection, RAG-based Agent Bank, and Zero-Trust execution using Google ADK.
githubgemessenes WachstumQuelle öffnen ↗
3GitHub-Sternestabil - 10Ruhend
llm-wiki
SkillLLM-maintained personal wiki for Claude Code. Active librarian: ingest, synthesize, cross-link, remind.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add deepfounder-ai/llm-wiki13GitHub-Sternestabil - 11Aktiv
searchcans-skills-zh
Skill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。
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/SearchCans/searchcans-skills-zh ~/.claude/skills/searchcans-skills-zh3GitHub-Sternestabil - 1213GitHub-Sterne+1 (+8.3 %)
- 13Aktiv
zvec
SkillA lightweight, lightning-fast, in-process vector database
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/alibaba/zvec ~/.claude/skills/zvec15 784GitHub-Sterne+246 (+1.6 %) - 14Aktiv
lost-in-sf-agent
AgentAI agent that plays a city quest game using MCP, A2A, RAG, and memory. Built with Microsoft Agent Framework and Azure OpenAI
githubgemessenes WachstumQuelle öffnen ↗
3GitHub-Sternestabil - 15Aktiv
agents
SkillManage stateful, persistent agent workloads with Cloudflare Durable Objects for efficient, scalable real-time communication and scheduling.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
/plugin marketplace add pertamaxxx/agents3GitHub-Sternestabil - 16Ruhend
visual-commerce-gemini-3-alloydb
SonstigeBuild an autonomous supply chain with Gemini 3 Flash Code Execution & AlloyDB AI ScaNN. Deterministic vision + semantic search + A2A protocol.
githubgemessenes WachstumQuelle öffnen ↗
3GitHub-Sternestabil - 17Aktiv
Remote ChromaDB vector database MCP server with streamable HTTP transport
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://meloncafe.github.io/chromadb-remote-mcp/mcp12GitHub-Sternestabil - 18Ruhend
Deadzone
MCPLocal-first MCP server: semantic search over library docs. No cloud, no API key, no telemetry.
mcpgemessenes WachstumQuelle öffnen ↗
3GitHub-Sternestabil - 19Aktiv
gocrewwai
MCPThe enterprise-grade CrewAI alternative for Go. Orchestrate strictly-typed, parallel AI agents with LangGraph-style Flow persistence, distributed A2A protocols, Model Context Protocol (MCP), and Human-in-the-Loop training.
githubgemessenes WachstumQuelle öffnen ↗
11GitHub-Sternestabil - 20Aktiv
Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://sui.mcp.kapa.ai7 740GitHub-Sternestabil - 21Ruhend
Persistent semantic memory for AI agents using local ChromaDB vector search. No cloud required.
mcpgemessenes WachstumQuelle öffnen ↗
3GitHub-Sternestabil - 22Ruhend
redm-mcp
MCPRedM / RDR3 docs MCP server: native lookups, semantic search, VORP, RSGCore, oxmysql.
mcpgemessenes WachstumQuelle öffnen ↗
Remote-Server, in der MCP-Konfiguration anzugeben
https://redm-mcp.fivem.no/mcp3GitHub-Sternestabil - 23Aktiv
Octobrain
MCPPersistent memory for AI assistants with semantic search and knowledge graph relationships.
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add octobrain -- npx @muvon/octobrain11GitHub-Sternestabil - 24Aktiv
Citadel
MCPEncrypted-first embedded database with vector search and agent memory, exposed as MCP tools
mcpgemessenes WachstumQuelle öffnen ↗
Installieren
claude mcp add mcp -- uvx citadeldb-mcp3GitHub-Sternestabil - 25Aktiv
Confer
SkillYour AI confers, with anyone's — an open A2A protocol platform where AI Agents talk to each other on behalf of their owners. Self-hosted, DID:web identity, RFC 9421 signatures, Claude Code plugin.
githubgemessenes WachstumQuelle öffnen ↗
Installieren
git clone https://github.com/hyhmrright/Confer ~/.claude/skills/Confer3GitHub-Sternestabil