MCP HeartbeatTHE MCP OBSERVATORY
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Evidence for your next connection.

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

Read-only probes

MCP server · File & docs

CareerProAI

Tailor your resume to any job, score it against the ATS, and practice interviews. 7-day free trial;

Checks passed
11 / 22

3 failed · 8 not measured

Median response
384 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
12

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?
410
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?
310
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 384 ms.

  • Pass
    Valid handshake

    protocolVersion 2025-03-26, serverInfo.name careerpro.

  • Pass
    Lists tools

    tools/list returned 12 tools.

  • Fail
    Current protocol

    Negotiated 2025-03-26. The bar is 2025-06-18 or newer.

  • Pass
    HTTPS

    The endpoint URL is https.

Performance

  • Not measured
    Fast (p50)

    Median latency 384 ms over 1 samples in 7 days. The bar is 1000 ms. Need at least 5 samples.

  • Not measured
    Consistent (p95)

    95th percentile 384 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

    8 of 21 parameters have a description (38%). The bar is 80%.

  • Pass
    Safety hints

    Every tool sets readOnlyHint or 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 2026-11-10T00:44:12.286236Z, within 180 days.

  • Not measured
    Open-source licence

    No GitHub repository to ask about a licence.

Start using CareerProAI

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 careerproai https://careerpro.tech/mcp

Capabilities

Tools 12

careerpro_about

What CareerPro does and what is free Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_ats_score

Returns a 0 to 100 keyword match, the terms you matched and the ones missing. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_bank_get

Returns base.json rules, visa rules and the profile block the desktop helper writes next to the runners. Only an approved bank is returned; approval happens once on careerpro.tech/auto-apply. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_jobs_list

Openings gathered from the employer boards you watch, ranked by keyword fit, with the screen verdict for each. Key from careerpro.tech/auto-apply. Scope read. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_letter_get

Cover letter for one opening as text and PDF (base64) Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_pack_get

Everything needed to apply: posting text, screen verdict with evidence, tailored resume text, cover letter, pre-mapped answers from your approved answer bank, unanswered questions, dedupe receipt and the per-ATS mode (submit, fill_only, headed, skip). Builds the pack when it does not exist yet; tailoring uses only facts from your own resume. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_pricing

Where prices live and what costs nothing Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_queue_get

FIT packs with an approved answer bank, ordered, with the per-ATS mode. The submit step never runs on our servers: your desktop helper or your own agent executes it in your browser, with your logins. LinkedIn Easy Apply, CAPTCHA solving and attestation checkboxes are never automated. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_refresh

Reads each watched employer board's own public ATS feed (Greenhouse, Lever, Ashby, Workable) and files new matches. An account that watches no boards yet is first given the top 20 registry boards for its target titles (a shared registry of employers' public feeds; LinkedIn, Indeed and similar sites are never used). Returns seeded, fetched, matched, new and packs_built. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_resume_get

Tailored resume for one opening as PDF (base64) and text Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
careerpro_submission_report

Logs the exact answers that were filled and the outcome (applied, dry_run_ready, owner_required, submission_unconfirmed, duplicate_refused, error). 'applied' with submitted=true moves the opening to Applied and sets a follow-up date. Unconfirmed results are never retried automatically. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.

Discovered
usage_get

Usage for the calling key (last 30 days)

Discovered

Recent measurements

Probe history

View status
Latest stored probes. Raw probe rows are kept for 14 days.
CheckedResultResponseTools
Connected384 ms12