Unified Knowledge System
A comprehensive unified knowledge management system integrating multiple data sources with advanced search capabilities
Qdrant Neo4j Crawl4ai Mcp
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.
Ai Docs Vector Db Hybrid Scraper
Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers.
Grammarly Mcp
MCP server for Grammarly AI detection and plagiarism scoring via Stagehand + Browserbase browser automation, with Claude-powered text optimization
Codex Toolloop
Build agentic coding workflows with OpenAI Codex ToolLoop: Based on the Codex app-server and Vercel AI SDK v6, codex exec automation, JSONL events, structured outputs, dynamic tools, MCP, Vitest, and Biome.
Enhanced Mem Vector Rag
Local SQLite memory for LangGraph agents, with provenance, TTL, export, and MCP.