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Independent measurements of remote MCP servers. Every observation has a timestamp.

Read-only probes

MCP server · AI / LLM tooling

Corey James portfolio

By coreyjames.ai Verified namespace

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

WebsiteAI models & agentsSearch & web data
Connect to Corey James portfolio
Checks passed
11 / 22

3 failed · 8 not measured

Median response
158 ms

Median of successful probes over 7 days

30-day uptime
Not measured

Share of countable probes over 30 days, including daily rollups. Auth challenges are excluded.

Discovered tools
13

Tool definitions returned by this server

Independent monitoring

Health & checks

Status history

Responded

The server completed its last measured handshake. This is an observation, not a guarantee.

Last checked
Check summary by test group
Test areaPassedFailedUnmeasured
ConnectionCan a client connect and discover tools?
500
Reliability & speedDoes it respond consistently and quickly?
004
Access & authenticationWhat is required to use this server?
102
Tool qualityAre the tool definitions usable by an agent?
220
Publisher identityCan the publisher be traced to its source?
312

Unmeasured means there is not enough evidence to decide. How these checks work

Inspect individual checks 22 recorded

Core

  • Pass
    Reachable

    Latest probe returned HTTP 200 in 158 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-06-18, serverInfo.name coreyjames-portfolio.

  • Pass
    Lists tools

    tools/list returned 13 tools.

  • Pass
    Current protocol

    Negotiated 2025-06-18. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 158 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 158 ms over 1 samples in 7 days. The bar is 3000 ms. Need at least 20 samples.

  • Not measured
    Reliable (uptime)

    1 of 1 attempts returned a tool list in 30 days (100%). The bar is 99%. Need at least 30 samples.

  • Not measured
    Stable tool list

    Fewer than two successful probes in 30 days, so tool-list stability is not measured.

Access

  • Pass
    Open access

    tools/list succeeded with no credential, and the record declares none.

  • Not measured
    Standard auth

    Auth is not required, so the OAuth metadata check does not apply.

  • Not measured
    Free tier cited

    No publisher quote has been checked.

Tools

  • Pass
    Tools described

    Every tool description is at least 20 characters.

  • Pass
    Valid input schemas

    Every inputSchema is a JSON Schema object.

  • Fail
    Parameters documented

    1 of 11 parameters have a description (9%). The bar is 80%.

  • Fail
    Safety hints

    13 tools set neither readOnlyHint nor destructiveHint.

Publisher

  • Pass
    Verified namespace

    Listed in the Official MCP Registry.

  • Pass
    Website matches publisher

    The website host matches the reverse-domain namespace.

  • Fail
    Source repo linked

    No repository URL is on file.

  • Not measured
    Repo owner matches

    This namespace is not an io.github login, so the owner comparison does not apply.

  • Pass
    Recently updated

    Updated 2026-10-27T23:20:31.957578Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using Corey James portfolio

Connect to this server

Choose your client, copy the configuration, then enable the server in your client’s MCP settings.

Run this command in your terminal, then restart Claude Code.

Claude Code

claude mcp add --transport http corey-james-portfolio https://coreyjames.ai/mcp

Capabilities

Tools 13

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.

Discovered
fetch

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

Discovered
get_page

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

Discovered
list_capabilities

The capabilities the work demonstrates.

Discovered
list_ideas

The recurring engineering principles.

Discovered
list_patent_applications

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

Discovered
list_systems

The ten systems with one-line results.

Discovered
list_technologies

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

Discovered
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.

Discovered
scale

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

Discovered
search

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

Discovered
search_portfolio

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

Discovered
who

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

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected158 ms13

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