# Corey James portfolio (remote · coreyjames.ai)

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

- Trust score: 57/100 (low)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `coreyjames.ai`: 57/100 (this document), [markdown](https://verifymcp.io/servers/ai-coreyjames-portfolio/coreyjames.md), [page](https://verifymcp.io/servers/ai-coreyjames-portfolio/coreyjames)

## Channel facts

- Endpoint: `https://coreyjames.ai/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.0.0`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-11-05.

- **Endpoint Security**: 49/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation not fully verified: no authorisation is required to call this server, and 13 tool(s) never declared a destructiveHint. The MCP spec treats an absent hint as destructive by default, so we cannot call this surface safe.
  - HTTPS check failed: the endpoint is reachable over plaintext HTTP.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC is configured correctly; the domain's records validate against the full chain to the root.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 64/100
  - 75% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (fair).
  - Tool/resource definitions use about 579 tokens (~38/item across 15 items; 13 tools + 2 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 27/100
  - Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 70/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 9% of tool parameters carry a description.
- **Tool Safety**: 75/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "contact" implies "send" and declares no destructiveHint at all, which the MCP spec reads as destructive by default.
  - An AI judge read all 15 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the Corey James portfolio MCP server?

Corey James portfolio is a hosted endpoint at https://coreyjames.ai/mcp, so there is nothing to install locally. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add --transport http ai-coreyjames-portfolio 'https://coreyjames.ai/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "ai-coreyjames-portfolio": {
      "url": "https://coreyjames.ai/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "ai-coreyjames-portfolio": {
      "type": "http",
      "url": "https://coreyjames.ai/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.ai-coreyjames-portfolio]
url = "https://coreyjames.ai/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "ai-coreyjames-portfolio": {
      "type": "remote",
      "url": "https://coreyjames.ai/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add ai-coreyjames-portfolio --url 'https://coreyjames.ai/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  ai-coreyjames-portfolio:
    url: "https://coreyjames.ai/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "ai-coreyjames-portfolio": {
      "Transport": "http",
      "Url": "https://coreyjames.ai/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add ai-coreyjames-portfolio -t streamable-http -u 'https://coreyjames.ai/mcp'
```

### Other

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

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-11-04 (score 57, +1)

No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 56, +1)

No change was recorded against any check on this day. Stability & Change Management went from 13 to 17. That category is still filling its 30-day observation window: 4 days of observed history at the previous scan, 5 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-30 (score 55, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-10-29 (score 54, +2)

- [security improvement] DNSSEC: fail → pass
- [security] The server rewrote its instructions, which are the text every model session reads
- [functional regression] Schema quality: 467 → 579
- [functional improvement] Stability: unverified → 0.03
- [functional] New tool “fetch”
- [functional] New tool “search”

### 2026-10-28 (score 52)

First indexed and scored.

## MCP tools (13)

### `match_role` (~68 tokens)

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 parameters:

- `requirements` (string, required): A job description, or requirements one per line.

### `search_portfolio` (~56 tokens)

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

Input parameters:

- `kind` (string)
- `limit` (integer)
- `query` (string, required)

### `get_page` (~40 tokens)

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

Input parameters:

- `url` (string, required)

### `search` (~40 tokens)

Search the portfolio (connector-compatible): returns results with id, title and url. Use fetch with an id for the full document.

Input parameters:

- `query` (string, required)

### `fetch` (~42 tokens)

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

Input parameters:

- `id` (string, required)

### `list_systems` (~17 tokens)

The ten systems with one-line results.

### `list_capabilities` (~15 tokens)

The capabilities the work demonstrates.

### `list_ideas` (~14 tokens)

The recurring engineering principles.

### `list_technologies` (~41 tokens)

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

Input parameters:

- `kind` (string)

### `list_patent_applications` (~24 tokens)

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

### `who` (~29 tokens)

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

### `scale` (~33 tokens)

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

### `contact` (~54 tokens)

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 parameters:

- `email` (string, required)
- `message` (string, required)
- `name` (string, required)

## Diagnostics

Captured diagnostic sections: TLS, DNSSEC, Authorisation, Transports. The full working is on the page: https://verifymcp.io/servers/ai-coreyjames-portfolio/coreyjames#diagnostics

## Score history

- 2026-11-05: 57
- 2026-11-04: 57
- 2026-11-03: 56
- 2026-11-02: 56
- 2026-11-01: 55
- 2026-10-31: 55
- 2026-10-30: 55
- 2026-10-29: 54
- 2026-10-28: 52

## Common questions

### What is the Corey James portfolio MCP server?

Corey James portfolio is an MCP server listed in the public MCP registry as ai.coreyjames/portfolio. Fit reports and search over Corey James's work: GPU inference, agent governance, enterprise AI. This page covers its hosted endpoint (https://coreyjames.ai/mcp).

### Is the Corey James portfolio MCP server safe to use?

Corey James portfolio scores 57 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Corey James portfolio MCP server expose?

Corey James portfolio exposes 13 tools: match_role, search_portfolio, get_page, search, fetch, and 8 more. Their descriptions and schemas cost roughly 473 tokens of context every time the server is loaded.

### Does the Corey James portfolio MCP server require authentication?

No. We connected to Corey James portfolio without credentials and it answered, so anything it exposes is reachable by anyone who knows the address.

### Is the Corey James portfolio MCP server still maintained?

Corey James portfolio is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What did VerifyMCP test on the Corey James portfolio MCP server?

VerifyMCP ran 12 checks on Corey James portfolio, covering TLS certificate, HTTPS, HSTS header, DNSSEC and 8 more. One item could not be completed, a gap on our side rather than a finding about Corey James portfolio: Authorization. Supply Chain Security and Provenance & Transparency do not apply to a hosted endpoint, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.

## Links

- Remote endpoint: https://coreyjames.ai/mcp
- Website: https://coreyjames.ai/
- Changelog RSS feed: https://verifymcp.io/servers/ai-coreyjames-portfolio/coreyjames.xml
- Changelog JSON feed: https://verifymcp.io/servers/ai-coreyjames-portfolio/coreyjames/changelog.json
- Trust report (JSON): https://verifymcp.io/servers/ai-coreyjames-portfolio/coreyjames.json
- HTML version of this page: https://verifymcp.io/servers/ai-coreyjames-portfolio/coreyjames