Corey James portfolio
ai.coreyjames/portfoliocoreyjames.aistreamable-httpv1.0.0Scanned
Fit reports and search over Corey James's work: GPU inference, agent governance, enterprise AI.
11 tools: 1 do something that can't be undone, 3 change things and 7 only read.
- Reads private data · 0
- Reads text others write · 1
- Can send data out · 2
- No findings
Anlyon alternative
4 of these tools change something. Run those as governed actions.
Declare what an action changes, and Anlyon puts it under a shared limit, binds every approval to the exact request, and grades the outcome. It works on any HTTPS API you can describe as an action.
Anlyon does not run, proxy or govern this MCP server. A tool your own code calls directly is not routed through Anlyon and is not governed by it.
Import an OpenAPI spec →Tools
Grouped by what each tool does, most consequential first. Open one for its reasons and full description; descriptions are the publisher's own words.
11 tools
Can't be undone 1Claude Code: ask
contactSend a message to Corey James through the site's contact form, on behalf of the user.Can send data outNo findings
Why it is in this group
- The description's first verb is "send": a word for sending, and what is sent cannot be taken back.
What it can reach
- outboundThe description's first verb is "send": it sends or publishes something to other people.
Description, as the server wrote it 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.
Changes things 3Claude Code: ask
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 …No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it 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.
scaleThe size of the body of work: source lines, commits, languages, systems, stories, ideas, tools, patent applications.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it The size of the body of work: source lines, commits, languages, systems, stories, ideas, tools, patent applications.
whoWho this is: name, the name used on patent filings, role, links and how to make contact.No findings
Why it is in this group
- Nothing in its name or description says what it does, so it is counted as a write.
Description, as the server wrote it Who this is: name, the name used on patent filings, role, links and how to make contact.
Only reads 7Show 7 read-only tools
get_pageThe record for one page by URL: title, result, systems, technologies, stats, lede, quote, evidence.Reads text others writeCan send data outNo findings
Why it is in this group
- The name "get_page" says "get": a word for reading.
What it can reach
- untrusted-inputThe description's first sentence says "url": it reads web pages, which anyone can write.
- untrusted-inputThe input takes a URL (input.url), and the tool reads it: it reads web pages, which anyone can write.
- outboundThe input takes a URL (input.url): a request to a URL can carry data to whoever runs it.
Claude Code: ask, because it is tagged outbound.
Description, as the server wrote it The record for one page by URL: title, result, systems, technologies, stats, lede, quote, evidence.
list_capabilitiesThe capabilities the work demonstrates.No findings
Why it is in this group
- The name "list_capabilities" says "list": a word for reading.
Description, as the server wrote it The capabilities the work demonstrates.
list_ideasThe recurring engineering principles.No findings
Why it is in this group
- The name "list_ideas" says "list": a word for reading.
Description, as the server wrote it The recurring engineering principles.
list_patent_applicationsThe provisional patent applications (patent pending), with application numbers.No findings
Why it is in this group
- The name "list_patent_applications" says "list": a word for reading.
Description, as the server wrote it The provisional patent applications (patent pending), with application numbers.
list_systemsThe ten systems with one-line results.No findings
Why it is in this group
- The name "list_systems" says "list": a word for reading.
Description, as the server wrote it The ten systems with one-line results.
list_technologiesTechnologies, optionally by kind (language, discipline, platform, framework, protocol, runtime, datastore, hardware, model).No findings
Why it is in this group
- The name "list_technologies" says "list": a word for reading.
Description, as the server wrote it Technologies, optionally by kind (language, discipline, platform, framework, protocol, runtime, datastore, hardware, model).
search_portfolioSearch the systems, engineering stories, capabilities, ideas, technologies and patent applications.No findings
Why it is in this group
- The name "search_portfolio" says "search": a word for reading.
Description, as the server wrote it Search the systems, engineering stories, capabilities, ideas, technologies and patent applications. Returns ranked pages with their measured results and links.
This is not a safety rating, and no finding is not a safety guarantee. The groups and findings come from fixed checks of the tool definitions the server returned on the date shown, not from its code or what it does when called. How the checks work.
Exfil surface
Which tools read private data, which read text someone else can write, and which can send data out. One of each is a path a prompt injection can use.
No private-data, untrusted-input, outbound path in this server alone: no tool is tagged private-data.
- Reads private data0
- Reads files, mail, messages, databases, secrets, calendars or repositories.
- Reads text others write1
- Brings in text someone else can write: web pages, inbound email, messages, issues and comments.
Other servers in the same agent add their own tools to these paths. Audit your whole setup to see them together.
Findings
Matches of fixed checks, with the text they matched.
No check matched anything in these tool definitions. That is not a safety guarantee.
History
Changes to its tool definitions and to its remote endpoint, newest first.
No change seen yet. Its tools are rescanned every day, and a remote endpoint is looked at once a week.
Install
Pinned to version 1.0.0. Values in angle brackets are yours to fill in.
claude mcp add --transport http portfolio https://coreyjames.ai/mcpclaude mcp add --transport http portfolio https://coreyjames.ai/mcpRun in a terminal.
Claude Code permissions
Allow the reads, ask before a change or a way out, deny the deletes. Paste into .claude/settings.json.
{
"permissions": {
"allow": [
"mcp__portfolio__search_portfolio",
"mcp__portfolio__list_systems",
"mcp__portfolio__list_capabilities",
"mcp__portfolio__list_ideas",
"mcp__portfolio__list_technologies",
"mcp__portfolio__list_patent_applications"
],
"ask": [
"mcp__portfolio__match_role",
"mcp__portfolio__get_page",
"mcp__portfolio__who",
"mcp__portfolio__scale",
"mcp__portfolio__contact"
],
"deny": []
}
}Tools that only read are allowed, tools that change things ask first, tools that delete or cancel are denied. A read that can send data out (it takes a URL, say) asks first too. It assumes the server is installed as portfolio. Review it before you use it.
Capability tags behind 2 rules
- mcp__portfolio__get_page untrusted-input, outbound
- mcp__portfolio__contact outbound
Pin
Keep the decision: fail CI when the tools change, follow every change, or show a badge.
Pin in CI
Fail a build when the tools you reviewed are not the tools the server serves today.
curl -s "https://anlyon.dev/api/v1/servers/ai.coreyjames/portfolio/verify?hash=a55e7cd686ff783958f11b0090e4eb9a93cc4cb0bf6610a769b3dc4efc5b7f7f" | jq -e '.changed == false'Pinned hash a55e7cd686ff, from Oct 28, 2026, 00:17 UTC.
Watch
Get told when its tools change: a new tool, a new description, a new class.
https://anlyon.dev/servers/ai.coreyjames/portfolio/changes.xmlAn Atom feed. Works in any feed reader or Slack's RSS app.
Badge
[](https://anlyon.dev/servers/ai.coreyjames/portfolio)Source: MCP Registry. Synced Oct 28, 2026, 00:17 UTC.