MCP Server Foundry
MCP Server Foundry is an end-to-end orchestration platform that instantly transforms raw, local CSV and Excel datasets into fully interactive, queryable AI agents. Featuring a premium Streamlit interface, the platform completely automates the backend engineering pipeline. Upon file upload, it dynamically infers data schemas to auto-generate OpenAPI specifications, utilizing autonomous IBM Bob LLM agents to forge custom Model Context Protocol (MCP) servers. Powered by a completely LLM-agnostic reasoning loop via LiteLLM, MCP Server Foundry gives users the flexibility to connect any local model (such as Ollama Qwen) or leading cloud provider (including Gemini 3.1 Pro and Claude 3) directly to their localized data. This secure, auto-generated neural link entirely eliminates the need for manual backend API development, data engineering, or complex pipeline configuration.
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