Recommend MCP Servers 💡
aperag-mcp
ApeRAG is a production-ready RAG (Retrieval-Augmented Generation) platform that combines Graph RAG, vector search, and full-text search. Build sophisticated AI applications with hybrid retrieval, multimodal document processing, and enterprise-grade management features. ApeRAG is the best choice for building your own Knowledge Graph and for Context Engineering.
enrichment-mcp
An MCP server for performing security data enrichment using third-party services like VirusTotal and Shodan
simple-mcp-fileserver
A lightweight MCP server enabling AI agents to interact with local file systems through JSON-RPC interface
ShaderToy_MCP
An MCP Server that connects LLMs like Claude with ShaderToy, enabling them to query, read, and generate complex GLSL shaders by learning from existing ones.
@alanse/fish-audio-mcp-server
MCP server integrating Fish Audio's TTS API with LLMs for natural language-driven speech synthesis.
@mettamatt/code-reasoning
A Model Context Protocol (MCP) server that enhances Claude's ability to solve complex programming tasks through structured, step-by-step thinking.