by suwa-sh
This is the backend for a RAG system that runs on Docker Compose. It registers documents in a wide range of file formats, which can be searched using the MCP server.
by steiner385
MCP server for semantic code search using Qdrant vector database and OpenAI embeddings
by BjornMelin
MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intelligence with agentic RAG capabilities. FastMCP 2.0 architecture with enterprise security, monitoring, and Kubernetes deployment. AI/ML engineering powerhouse.
by isfnr1
Discover the Qdrant Neo4j Crawl4AI MCP Server, a powerful tool for intelligent AI coordination using vector and graph intelligence. 🌐🚀
by ssdeanx
Branch-Thinking MCP Tool A TypeScript-powered MCP server for managing parallel branches of thought, semantic cross-references, and persistent tasks. Features dynamic scoring, AI-generated insights, batch operations, and visual graph navigation for advanced agentic workflows.
by Govcraft
🦀 Prevents outdated Rust code suggestions from AI assistants. This MCP server fetches current crate docs, uses embeddings/LLMs, and provides accurate context via a tool call.
by Davidyz
A code repository indexing tool to supercharge your LLM experience.
