"Ghost" matching MCP servers:

Provides programmable access to Ghostfolio portfolio management and financial data, enabling querying, analysis, and management of investment portfolios through a Model Context Protocol server.

Enables pre-submission review of ML papers inside Claude Code or Claude Desktop by checking format and anonymization risks, resolving every reference, finding prior work for each claim, verifying quotes against the PDF, and running methodology and writing checks. It reports findings only, never scores, ratings, or accept/reject verdicts, and never rewrites the author's text.

A materials science literature research service that extracts structured knowledge, generates traceable research hypotheses, and validates them through reproducible trials via the Model Context Protocol.