# ATS Jobs (remote · ats-jobs-api.groundtruthtools.workers.dev)

Open jobs read from a company's own careers system: Greenhouse, Ashby, Lever.

- Trust score: 63/100 (medium)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- remote · `ats-jobs-api.groundtruthtools.workers.dev`: 63/100 (this document), [markdown](https://verifymcp.io/servers/groundtruthtools-ats-jobs-mcp/ats-jobs-api.md), [page](https://verifymcp.io/servers/groundtruthtools-ats-jobs-mcp/ats-jobs-api)
- pypi · `ats-jobs-mcp`: 83/100, [markdown](https://verifymcp.io/servers/groundtruthtools-ats-jobs-mcp/ats-jobs-mcp.md), [page](https://verifymcp.io/servers/groundtruthtools-ats-jobs-mcp/ats-jobs-mcp)

## Channel facts

- Endpoint: `https://ats-jobs-api.groundtruthtools.workers.dev/mcp`
- Transports: `streamable-http`
- Auth: `none`
- Version: `1.1.0`

## 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 2026-09-20.

- **Endpoint Security**: 46/100
  - 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 3 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 enforcement could not be verified: the plaintext port answered with HTTP 405, which proves neither a plaintext path nor enforcement.
  - HSTS check failed: the Strict-Transport-Security header is absent.
  - DNSSEC check failed: this domain isn't protected by DNSSEC.
- **Transport & Reachability**: 100/100
  - Verified streamable-http transport via a live MCP handshake.
- **Schema Quality & AI Usability**: 74/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 515 tokens (~171/item across 3 items; 3 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 23/100
  - Stability observed for 7 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.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 3 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

## Install

### How do I install the ATS Jobs MCP server?

ATS Jobs is a hosted endpoint at https://ats-jobs-api.groundtruthtools.workers.dev/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 groundtruthtools-ats-jobs-mcp 'https://ats-jobs-api.groundtruthtools.workers.dev/mcp'
```

### Cursor

```json
{
  "mcpServers": {
    "groundtruthtools-ats-jobs-mcp": {
      "url": "https://ats-jobs-api.groundtruthtools.workers.dev/mcp"
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "groundtruthtools-ats-jobs-mcp": {
      "type": "http",
      "url": "https://ats-jobs-api.groundtruthtools.workers.dev/mcp"
    }
  }
}
```

### Codex

```toml
[mcp_servers.groundtruthtools-ats-jobs-mcp]
url = "https://ats-jobs-api.groundtruthtools.workers.dev/mcp"
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "groundtruthtools-ats-jobs-mcp": {
      "type": "remote",
      "url": "https://ats-jobs-api.groundtruthtools.workers.dev/mcp",
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add groundtruthtools-ats-jobs-mcp --url 'https://ats-jobs-api.groundtruthtools.workers.dev/mcp' --transport streamable-http
```

### Hermes

```yaml
mcp_servers:
  groundtruthtools-ats-jobs-mcp:
    url: "https://ats-jobs-api.groundtruthtools.workers.dev/mcp"
```

### Netclaw

```json
{
  "McpServers": {
    "groundtruthtools-ats-jobs-mcp": {
      "Transport": "http",
      "Url": "https://ats-jobs-api.groundtruthtools.workers.dev/mcp"
    }
  }
}
```

### Vellum

```bash
assistant mcp add groundtruthtools-ats-jobs-mcp -t streamable-http -u 'https://ats-jobs-api.groundtruthtools.workers.dev/mcp'
```

### Other

```json
{
  "mcpServers": {
    "groundtruthtools-ats-jobs-mcp": {
      "type": "http",
      "url": "https://ats-jobs-api.groundtruthtools.workers.dev/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.

### 2026-09-19 (score 63, +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.

### 2026-09-17 (score 62, +1)

No change was recorded against any check on this day. Stability & Change Management went from 10 to 13. That category is still filling its 30-day observation window: 3 days of observed history at the previous scan, 4 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-15 (score 61, +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.

### 2026-09-14 (score 60, 0)

- [functional improvement] Stability: unverified → 0.03

### 2026-09-13 (score 60)

First indexed and scored.

## MCP tools (3)

### `find_company_board` (~128 tokens)

Find a company's job board

Find which applicant-tracking system a company's careers page runs on. Greenhouse, Ashby and Lever all publish open job board APIs, and all of them are unusable unless you already know the company's board name. None publishes a directory of its customers, and none could, since no vendor knows about the others. Use this first when you have a company name rather than a careers URL.

Input parameters:

- `company` (string, required): Company name or board name, for example 'anthropic' or '1Password'. Case and punctuation do not matter.
- `limit` (integer): Maximum matches to return.

### `list_open_jobs` (~171 tokens)

List a company's open jobs

Every open job at one company, read from its own careers system. Returns title, department, location, employment type, workplace type, posted date, a parsed salary range where the employer publishes one, and a verify_url pointing at the employer's own advert. Salaries are refused rather than guessed: an hourly rate, an ambiguous currency, or bands in two currencies all yield no figure, and salary_text keeps whatever the employer wrote.

Input parameters:

- `company` (string, required): A board name ('stripe'), a careers URL ('https://jobs.ashbyhq.com/ramp'), or system:name ('ashby:ramp').
- `include_description` (boolean): Include the full job description. Off by default because descriptions are long; contact details are removed either way.
- `limit` (integer): Maximum postings to return.

### `compare_companies` (~93 tokens)

Compare several companies' jobs

Open jobs across several companies at once, in one schema. This is the thing no single applicant-tracking system can do: each vendor only knows about its own customers. Companies on different systems come back with the same field names. One company failing does not lose the others.

Input parameters:

- `companies` (array, required): Up to 20 company board names or careers URLs.
- `per_company` (integer): Maximum postings per company.

## Diagnostics

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

## Score history

- 2026-09-20: 63
- 2026-09-19: 63
- 2026-09-18: 62
- 2026-09-17: 62
- 2026-09-16: 61
- 2026-09-15: 61
- 2026-09-14: 60
- 2026-09-13: 60

## Common questions

### What is the ATS Jobs MCP server?

ATS Jobs is an MCP server listed in the public MCP registry as io.github.groundtruthtools/ats-jobs-mcp. Open jobs read from a company's own careers system: Greenhouse, Ashby, Lever. This page covers its hosted endpoint (https://ats-jobs-api.groundtruthtools.workers.dev/mcp).

### Is the ATS Jobs MCP server safe to use?

ATS Jobs scores 63 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 ATS Jobs MCP server expose?

ATS Jobs exposes 3 tools: find_company_board, list_open_jobs, compare_companies. Their descriptions and schemas cost roughly 392 tokens of context every time the server is loaded.

### Does the ATS Jobs MCP server require authentication?

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

### Is the ATS Jobs MCP server still maintained?

ATS Jobs is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- Remote endpoint: https://ats-jobs-api.groundtruthtools.workers.dev/mcp
- Repository: https://github.com/groundtruthtools/ats-jobs-mcp
- Changelog RSS feed: https://verifymcp.io/servers/groundtruthtools-ats-jobs-mcp/ats-jobs-api.xml
- Changelog JSON feed: https://verifymcp.io/servers/groundtruthtools-ats-jobs-mcp/ats-jobs-api.json
- HTML version of this page: https://verifymcp.io/servers/groundtruthtools-ats-jobs-mcp/ats-jobs-api