KitScout

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Corey James portfolio

MCP serverVerified domain · coreyjames.aiRemote● LiveFree to try

Fit reports and search over Corey James's work: GPU inference, agent governance, enterprise AI.

Install

Remote server: your requests and data go to coreyjames.ai. Claude Code: claude mcp add --transport http corey-james-portfolio https://coreyjames.ai/mcp · Claude app: Settings → Connectors → Add custom connector.

What it can do

The tools this server listed when we connected to it, in its own words.

  • match_role — Given a job description or a list of requirements, return an evidence-backed fit report: for each requirement, the pages and figures on core
  • search_portfolio — Search the systems, engineering stories, capabilities, ideas, technologies, patent applications and the agent gallery. Returns ranked pages
  • get_page — The record for one page by URL or path: title, result, systems, technologies, stats, lede, quote, evidence. For an agent role, its function
  • search — Search the portfolio (connector-compatible): returns results with id, title and url. Use fetch with an id for the full document.
  • fetch — Fetch one portfolio document by id (the page path from search): id, title, text (the page as Markdown), url, metadata.
  • list_systems — The ten systems with one-line results.
  • list_capabilities — The capabilities the work demonstrates.
  • list_ideas — The recurring engineering principles.
  • list_technologies — Technologies, optionally by kind (language, discipline, platform, framework, protocol, runtime, datastore, hardware, model).
  • list_patent_applications — The provisional patent applications (patent pending), with application numbers.
  • list_agent_roles — The agent gallery: specialist agents that each do one job, combined into whole roles. Without arguments, the functions with their roles, one
  • who — Who this is: name, the name used on patent filings, role, links and how to make contact.
  • scale — The size of the body of work: source lines, commits, languages, systems, stories, ideas, tools, patent applications, and the agent gallery's
  • contact — Send a message to Corey James through the site's contact form, on behalf of the user. Requires the user's own name and email.

KitScout test notes

Not tested by KitScout yet. When our harness runs it, pros, cons and the tasks we tried appear here, with the date and evidence.

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