MCP directory
Model Context Protocol servers
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Tags
#ai 190
#claude 108
#llm 98
#ai-agents 78
#agent 65
#claude-code 50
#agentic-ai 47
#community 43
#agents 41
#ai-agent 40
#automation 39
#anthropic 39
#cursor 35
#cli 33
#mcp-client 30
#ai-tools 28 clear tags
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AWS Knowledge Base
Query a Bedrock Knowledge Base — RAG retrieval over your indexed AWS documents.
npm install -g @modelcontextprotocol/server-aws-kb-retrieval -
Pinecone
Vector search via Pinecone — managed-cloud RAG store with hybrid search support.
npm install -g mcp-pinecone -
Weaviate
Vector + structured search via Weaviate — multimodal RAG with built-in modules.
uvx mcp-server-weaviate -
ruoyi-ai
面向企业级市场的一站式AI应用开发框架，支持多厂商大模型统一接入与管理，具备安全可控的企业知识库与高精度检索优化能力，提供可视化流程编排、自主决策智能体与多智能体协同调度，兼容主流 Agent Skill 协议，帮助企业与开发者零门槛快速构建安全、高效、可落地的AI智能体应用与行业解决方案。
# See README at the repo for install instructions -
note-gen
A cross-platform Markdown AI note-taking software.
npx -y note-gen -
ai-engineering-hub
In-depth tutorials on LLMs, RAGs and real-world AI agent applications.
# See README at the repo for install instructions -
nextcloud-mcp-server
Nextcloud MCP Server
uvx nextcloud-mcp-server