Fit reports and search over Corey James's work: GPU inference, agent governance, enterprise AI.
Connect Remote server
claude mcp add --transport http portfolio https://coreyjames.ai/mcp
{
"mcpServers": {
"portfolio": {
"url": "https://coreyjames.ai/mcp"
}
}
}
{
"servers": {
"portfolio": {
"type": "http",
"url": "https://coreyjames.ai/mcp"
}
}
}
Settings > Connectors > Add custom connector
URL: https://coreyjames.ai/mcp
Tools 14 found in our last check
match_roleGiven a job description or a list of requirements, return an evidence-backed fit report: for each requirement, the pages and figures on coreyjames.ai that demonstrate it, plus the gaps. Cites, never asserts.
search_portfolioSearch the systems, engineering stories, capabilities, ideas, technologies, patent applications and the agent gallery. Returns ranked pages with their measured results and links; an agent role lists the specialists that matched inside it. Without a kind, pages with measured resu…
get_pageThe record for one page by URL or path: title, result, systems, technologies, stats, lede, quote, evidence. For an agent role, its function and every specialist on it; for a specialist, who it is for and every role it serves; for a function, its roles.
searchSearch the portfolio (connector-compatible): returns results with id, title and url. Use fetch with an id for the full document.
fetchFetch one portfolio document by id (the page path from search): id, title, text (the page as Markdown), url, metadata.
list_systemsThe ten systems with one-line results.
list_capabilitiesThe capabilities the work demonstrates.
list_ideasThe recurring engineering principles.
list_technologiesTechnologies, optionally by kind (language, discipline, platform, framework, protocol, runtime, datastore, hardware, model).
list_patent_applicationsThe provisional patent applications (patent pending), with application numbers.
list_agent_rolesThe agent gallery: specialist agents that each do one job, combined into whole roles. Without arguments, the functions with their roles, one line each; with function, that function's roles, each with the specialists that staff it.
whoWho this is: name, the name used on patent filings, role, links and how to make contact.
scaleThe size of the body of work: source lines, commits, languages, systems, stories, ideas, tools, patent applications, and the agent gallery's roles, functions and specialists (counted separately).
contactSend a message to Corey James through the site's contact form, on behalf of the user. Requires the user's own name and email.
Details
| Endpoint | https://coreyjames.ai/mcp (Streamable HTTP) |
| First published | 27 Oct 2026 |
| Last updated | 27 Oct 2026 |
| Registry name | ai.coreyjames/portfolio |
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