Web-Algebra: Web-Algebra implements generic operations for RDF Linked Data and SPARQL management. It can be consumed as executable JSON or via Model Context Protocol (MCP) for AI agents. The system compiles entire workflows into optimized JSON bytecode for atomic execution.; thunderbit-mcp-server: Thunderbit MCP Server is an open-source toolkit for the Thunderbit Open API that ships three packages: a CLI for scripted extraction, an MCP server exposing seven scraping and distillation tools, and a Claude Code plugin. It converts any web page to clean LLM-ready Markdown, extracts structured data via JSON Schema, and supports batch processing — all backed by a free API key.
Agentic content management via MCP
Feeding clean web content into LLM pipelines for RAG or summarization