Corey James portfolio

ai.coreyjamesPublished by coreyjames.aiOfficial publisherv1.0.0Updated Oct 29, 2026

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

VerifiedStreamable HTTPWeb executableWeb Search & ScrapingKnowledge & Memory

Overview

AI-generated overview

Read-only access to Corey James's engineering portfolio, including evidence-backed fit reports against a job description and search over systems, stories and…

What you can do
  • Match a job description or requirement list to cited portfolio pages, with gaps noted
  • Search the portfolio and fetch full page documents as Markdown
  • Look up a single page record by URL, with results, technologies and stats
  • List systems, capabilities, engineering ideas and technologies by kind
  • List provisional patent applications with application numbers
  • Read who the author is, how to make contact, and the overall scale of the work
When to use it
Useful when evaluating Corey James as a candidate or collaborator, checking claims about GPU inference, agent governance or enterprise AI work, or gathering cited evidence for a hiring or partnership decision.
Requirements
Remote streamable HTTP endpoint at coreyjames.ai; no authentication, environment variables or headers declared. Tools are also reachable as plain HTTP GET calls under /api/ for browsing-only agents.
Before you install
The contact tool sends a message to a third party on the user's behalf and requires the user's own name and email, so confirm before sending. All other tools read a single public portfolio site; figures are only as reliable as the cited pages.

Installation

In SourceWeft

  1. Open Corey James portfolio in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/ai.coreyjames%2Fportfolio/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "corey-james-portfolio": {
      "type": "http",
      "url": "https://coreyjames.ai/mcp"
    }
  }
}

Tools

13

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 coreyjames.ai that demonstrate it, plus the gaps. Cites, never asserts.

Parametersrequirementsrequired

search_portfolio

Search the systems, engineering stories, capabilities, ideas, technologies and patent applications. Returns ranked pages with their measured results and links.

Parameterskindlimitqueryrequired

get_page

The record for one page by URL: title, result, systems, technologies, stats, lede, quote, evidence.

Parametersurlrequired

fetch

Fetch one portfolio document by id (the page path from search): id, title, text (the page as Markdown), url, metadata.

Parametersidrequired

list_systems

The ten systems with one-line results.

Takes no parameters.

list_capabilities

The capabilities the work demonstrates.

Takes no parameters.

list_ideas

The recurring engineering principles.

Takes no parameters.

list_technologies

Technologies, optionally by kind (language, discipline, platform, framework, protocol, runtime, datastore, hardware, model).

Parameterskind

list_patent_applications

The provisional patent applications (patent pending), with application numbers.

Takes no parameters.

who

Who this is: name, the name used on patent filings, role, links and how to make contact.

Takes no parameters.

scale

The size of the body of work: source lines, commits, languages, systems, stories, ideas, tools, patent applications.

Takes no parameters.

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.

Parametersnamerequiredemailrequiredmessagerequired

Version history

1
  1. v1.0.0LatestOct 29, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.