mcp-server-search
Verified · 27 days agoMCP server for web search operations
Compress logs, retrieval chunks, and code context into structured LLM-ready signal.
claude mcp add context-engine -- uvx melonelish-context-engine
A context-preparation server focused on compressing logs, retrieval chunks, and code into more structured signal for language models. It is aimed at builders trying to improve prompt packing and context quality in agent or RAG pipelines. The idea is relevant to current workflows, but the maturity signal is still modest and the effectiveness will depend heavily on implementation details not visible from the listing alone.
MCP server for web search operations
Pack local or remote codebases into AI-friendly files that LLMs and coding agents can read or search
Search your local screen recordings, audio transcripts, and computer activity from screenpipe.
Semantic search across Sui documentation and knowledge sources, powered by kapa.ai
MCP server for Firecrawl — web search, scraping, and biomedical/arXiv paper search.
Dark web OSINT over Tor: search onion engines, scrape pages, report with your own model.