Corey James portfolio
Fit reports and search over Corey James's work: GPU inference, agent governance, enterprise AI.
Should I use this
Quality & Safety
Findings (6)
- LOWTool 'list_systems' description lacks action verbin list_systems
- LOWTool 'list_capabilities' description lacks action verbin list_capabilities
- LOWTool 'list_ideas' description lacks action verbin list_ideas
- LOWTool 'list_patent_applications' description lacks action verbin list_patent_applications
- LOWTool 'who' description lacks action verbin who
- LOWTool 'scale' description lacks action verbin scale
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"portfolio": {
"url": "https://coreyjames.ai/mcp"
}
}
}Remote endpoints
https://coreyjames.ai/mcpstreamable-httpWhat it can do
Tool inventory
Tools (11)
🟢match_role(requirements)
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.
Input Schema
{
"type": "object",
"properties": {
"requirements": {
"type": "string",
"description": "A job description, or requirements one per line."
}
},
"required": [
"requirements"
]
}🟢search_portfolio(query, kind, limit)
Search the systems, engineering stories, capabilities, ideas, technologies and patent applications. Returns ranked pages with their measured results and links.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string"
},
"kind": {
"type": "string",
"enum": [
"system",
"story",
"capability",
"idea",
"technology",
"patent-family",
"tool-group"
]
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 25
}
},
"required": [
"query"
]
}🟢get_page(url)
The record for one page by URL: title, result, systems, technologies, stats, lede, quote, evidence.
Input Schema
{
"type": "object",
"properties": {
"url": {
"type": "string"
}
},
"required": [
"url"
]
}🟢list_systems
The ten systems with one-line results.
Input Schema
{
"type": "object",
"properties": {}
}🟢list_capabilities
The capabilities the work demonstrates.
Input Schema
{
"type": "object",
"properties": {}
}🟢list_ideas
The recurring engineering principles.
Input Schema
{
"type": "object",
"properties": {}
}🟢list_technologies(kind)
Technologies, optionally by kind (language, discipline, platform, framework, protocol, runtime, datastore, hardware, model).
Input Schema
{
"type": "object",
"properties": {
"kind": {
"type": "string"
}
}
}🟢list_patent_applications
The provisional patent applications (patent pending), with application numbers.
Input Schema
{
"type": "object",
"properties": {}
}⚪who
Who this is: name, the name used on patent filings, role, links and how to make contact.
Input Schema
{
"type": "object",
"properties": {}
}⚪scale
The size of the body of work: source lines, commits, languages, systems, stories, ideas, tools, patent applications.
Input Schema
{
"type": "object",
"properties": {}
}🟡contact(name, email, message)
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.
Input Schema
{
"type": "object",
"properties": {
"name": {
"type": "string"
},
"email": {
"type": "string"
},
"message": {
"type": "string"
}
},
"required": [
"name",
"email",
"message"
]
}Community
Evidence