# AI Applyd (remote · mcp.aiapplyd.com)

ATS resume scoring, job analysis, interview prep, and auto-apply that verifies each submission.

- Trust score: 82/100 (high trust)
- Change this week: +23
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- remote · `mcp.aiapplyd.com`: 82/100 (this document), [markdown](https://verifymcp.io/servers/whateverneveranywhere-aiapplyd/mcp.md), [page](https://verifymcp.io/servers/whateverneveranywhere-aiapplyd/mcp)

## Channel facts

- Endpoint: `https://mcp.aiapplyd.com/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.2.0`

## 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 2026-08-03.

- **Endpoint Security**: 89/100
  - The endpoint's TLS certificate is valid, in date, and uses a strong key.
  - Authorisation is enforced on tool calls, advertised via RFC 9728 protected-resource metadata. Discovery is public, which costs nothing: no tool can be invoked without a token.
  - HTTPS is enforced; there's no plaintext access path.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
  - The authorisation server offers only Dynamic Client Registration (RFC 7591), which MCP 2026-07-28 deprecated in favour of Client ID Metadata Documents.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 85/100
  - 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 1111 tokens (~85/item across 13 items; 10 tools + 3 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**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### Claude

```bash
claude mcp add --transport http whateverneveranywhere-aiapplyd https://mcp.aiapplyd.com/mcp
```

### Codex

```toml
[mcp_servers.whateverneveranywhere-aiapplyd]
url = "https://mcp.aiapplyd.com/mcp"
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add whateverneveranywhere-aiapplyd --url https://mcp.aiapplyd.com/mcp --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  whateverneveranywhere-aiapplyd:
    url: "https://mcp.aiapplyd.com/mcp"
```

### Other

```json
{
  "mcpServers": {
    "whateverneveranywhere-aiapplyd": {
      "type": "http",
      "url": "https://mcp.aiapplyd.com/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.

### 2026-08-03 (score 82, +20)

- [security improvement] Authorization: unverified → pass
- [security] First check of Authorization: partial
- [functional improvement] Schema quality: unverified → excellent
- [functional] New prompt “find_jobs_like_this”
- [functional] New prompt “prepare_for_interview”
- [functional] New prompt “review_my_resume”

### 2026-08-01 (score 62, +1)

No change was recorded against any check on this day. Stability & Change Management went from 17 to 20. That category is still filling its 30-day observation window: 5 days of observed history at the previous scan, 6 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-31 (score 61, 0)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 61, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-29 (score 60, +1)

No change was recorded against any check on this day. Stability & Change Management went from 7 to 10. That category is still filling its 30-day observation window: 2 days of observed history at the previous scan, 3 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-07-27 (score 59, +1)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-26 (score 58)

First indexed and scored.

## MCP tools (10)

### `aiapplyd_score_resume` (~113 tokens)

Score Resume

Score a resume against a job description for ATS compatibility. Returns an overall score, section-by-section scores, matched and missing keywords, and concrete improvement suggestions. Provide a job_description to score against a specific posting, or omit it for a general ATS readiness score. Requires a connected AI Applyd account and uses your AI credits.

Input parameters:

- `job_description` (string): Full text of the job description (optional -- omit for a general ATS readiness score)
- `resume_text` (string, required): Full text of the resume

### `aiapplyd_analyze_job_description` (~63 tokens)

Analyze Job Description

Extract the ATS keywords and requirements a job posting actually screens on, so you know what to mirror in your resume. Requires a connected AI Applyd account and uses your AI credits.

Input parameters:

- `job_description` (string, required): Full text of the job description

### `aiapplyd_optimize_resume` (~99 tokens)

Optimize Resume with AI

AI-powered resume optimization. Rewrites your resume to be more ATS-compatible and returns the optimized content plus a summary of changes. Provide a job_description to tailor the rewrite to a specific posting, or omit it for general ATS optimization. Requires authentication.

Input parameters:

- `job_description` (string): Full text of the target job description (optional -- omit for general ATS optimization)
- `resume_text` (string, required): Full text of the resume to optimize

### `aiapplyd_generate_interview_questions` (~98 tokens)

Generate Interview Questions

AI-powered interview preparation. Generates company insights, STAR scenarios, likely questions with approach guidance, talking points, questions to ask, and negotiation prep. Requires authentication.

Input parameters:

- `company_name` (string, required): Name of the company
- `job_description` (string): Full text of the job description (optional but recommended for better results)
- `job_title` (string, required): Title of the position (e.g. "Senior Software Engineer")

### `aiapplyd_translate_resume` (~66 tokens)

Translate Resume

Translate the resume saved in your AI Applyd account into another language. Saves the translation as a new resume, leaving your original untouched. Requires authentication.

Input parameters:

- `target_language` (string, required): Target language (e.g. "Spanish", "French", "German", "Japanese")

### `aiapplyd_search_jobs` (~134 tokens)

Search Jobs

Search your AI-curated job matches by title, location, and remote preference. Returns matched jobs with match scores, companies, and application URLs. Read-only: this does NOT change which roles AI Applyd hunts for you (use aiapplyd_update_job_preferences for that). Requires authentication.

Input parameters:

- `job_title` (string, required): Job title to search for (e.g. "Software Engineer", "Product Manager")
- `location` (string): Preferred location (e.g. "San Francisco, CA", "New York", "Remote")
- `remote_only` (boolean): If true, only show remote-friendly positions

### `aiapplyd_update_job_preferences` (~134 tokens)

Update Job Preferences

Change which roles and locations AI Applyd hunts for on your behalf, then re-run discovery. This REPLACES the target roles / locations currently saved on your account, so pass the full list you want, not just an addition. Only call this when the user explicitly asks to change what they are looking for. Requires authentication.

Input parameters:

- `locations` (array): Full list of preferred locations. REPLACES the saved list.
- `remote_only` (boolean): Whether to include remote-friendly positions
- `target_roles` (array): Full list of job titles to hunt for. REPLACES the saved list.

### `aiapplyd_generate_cover_letter` (~87 tokens)

Generate Cover Letter

Write a cover letter for a specific job, based on the resume already saved in your AI Applyd account. Returns the finished letter and saves it to your account. Requires paid plan (Hired in 30+).

Input parameters:

- `company_name` (string, required): Name of the company you are applying to
- `job_description` (string, required): Full text of the target job description

### `aiapplyd_auto_apply` (~76 tokens)

Auto Apply to Job

Apply to ONE specific job posting. AI Applyd tailors your resume and cover letter for that role and moves it through your application pipeline, following the review setting already configured on your account. Requires paid plan (Hired in 30+).

Input parameters:

- `job_url` (string, required): URL of the job posting to apply to

### `aiapplyd_build_pdf` (~152 tokens)

Build Resume

Create a formatted resume in your AI Applyd resume builder from raw text, where you can edit it and download the PDF. Choose from modern, classic, or minimal templates. Private to your account by default; set make_public to true only if the user explicitly asks for a shareable public link. Requires paid plan (Hired in 30+).

Input parameters:

- `make_public` (boolean): Publish a public share link. Anyone with the link sees the resume INCLUDING its contact details. Defaults to false (private). Only set true when the user explicitly asks to share it.
- `resume_text` (string, required): Full text of the resume
- `template` (string): Resume template style (default: classic)

## Diagnostics

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

## Score history

- 2026-08-03: 82
- 2026-08-02: 62
- 2026-08-01: 62
- 2026-07-31: 61
- 2026-07-30: 61
- 2026-07-29: 60
- 2026-07-28: 59
- 2026-07-27: 59
- 2026-07-26: 58

## Links

- Remote endpoint: https://mcp.aiapplyd.com/mcp
- Website: https://aiapplyd.com/mcps
- Changelog RSS feed: https://verifymcp.io/servers/whateverneveranywhere-aiapplyd/mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/whateverneveranywhere-aiapplyd/mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/whateverneveranywhere-aiapplyd/mcp