# ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters (pypi · ats-jobs-mcp-server)

New job postings since any date from Ashby, Greenhouse, Lever and SmartRecruiters boards.

- Trust score: 78/100 (medium)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- remote · `mcp.apify.com`: 48/100, [markdown](https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/mcp.md), [page](https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/mcp)
- pypi · `ats-jobs-mcp-server`: 78/100 (this document), [markdown](https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/ats-jobs-mcp-server.md), [page](https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/ats-jobs-mcp-server)

## Channel facts

- Registry: `pypi`
- Package: `ats-jobs-mcp-server`
- Version: `0.2.1`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, 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.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised build step with no custom scripting around it.
  - 1 of 28 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 100/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to GeminiGeorge22/ats-jobs-mcp).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 1 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 58/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 1630 tokens (~407/item across 4 items; 4 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **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 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters server?

ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters runs locally as a PyPI package, launched with uvx ats-jobs-mcp-server. 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 geminigeorge22-ats-jobs-mcp -- uvx ats-jobs-mcp-server
```

### Cursor

```json
{
  "mcpServers": {
    "geminigeorge22-ats-jobs-mcp": {
      "command": "uvx",
      "args": [
        "ats-jobs-mcp-server"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "geminigeorge22-ats-jobs-mcp": {
      "command": "uvx",
      "args": [
        "ats-jobs-mcp-server"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add geminigeorge22-ats-jobs-mcp -- uvx ats-jobs-mcp-server
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "geminigeorge22-ats-jobs-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "ats-jobs-mcp-server"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add geminigeorge22-ats-jobs-mcp --command uvx --arg ats-jobs-mcp-server
```

### Hermes

```yaml
mcp_servers:
  geminigeorge22-ats-jobs-mcp:
    command: "uvx"
    args: ["ats-jobs-mcp-server"]
```

### Netclaw

```json
{
  "McpServers": {
    "geminigeorge22-ats-jobs-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "ats-jobs-mcp-server"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add geminigeorge22-ats-jobs-mcp -t stdio -c uvx -a ats-jobs-mcp-server
```

### Other

```json
{
  "mcpServers": {
    "geminigeorge22-ats-jobs-mcp": {
      "command": "uvx",
      "args": [
        "ats-jobs-mcp-server"
      ]
    }
  }
}
```

## 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 78, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-11-03 (score 63)

First indexed and scored.

## MCP tools (4)

### `publicrecords--ashby-jobs-scraper` (~384 tokens)

Ashby Jobs Scraper — New Postings Since Any Date

Ashby Jobs Scraper — New Postings Since Any Date. Scrape open jobs from any Ashby job board and return only postings published since a date or window (24h, 7d, 30d). Title, location, department, compensation, URL, description.

When to use: Use when you need open jobs from companies that hire on Ashby, optionally only those posted since a date or window (24h, 7d, 30d).

Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset.

Behavior: starts one run of the Apify Actor "publicrecords/ashby-jobs-scraper" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/publicrecords/ashby-jobs-scraper

Input parameters:

- `companies` (array, required): The name in the board URL: https://jobs.ashbyhq.com/ . One per line, or paste the URLs. Example: ["ramp","linear"]
- `includeDescription` (boolean): Add the plain-text job description to every posting.
- `maxResults` (integer): Cap on postings returned across all companies, newest first. Each returned posting is one billable result.
- `since` (string): Return only postings published on or after this point. A window like 24h, 7d, 2w, or an ISO date/time such as 2026-09-01 or 2026-09-01T10:00:00Z. Leave empty for every open posting. Example: "30d"

### `publicrecords--greenhouse-jobs-scraper` (~391 tokens)

Greenhouse Jobs Scraper — New Postings Since Any Date

Greenhouse Jobs Scraper — New Postings Since Any Date. Scrape open jobs from any Greenhouse job board and return only postings published since a date or window (24h, 7d, 30d). Title, location, department, URL, description.

When to use: Use when you need open jobs from companies that hire on Greenhouse, optionally only those posted since a date or window (24h, 7d, 30d).

Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset.

Behavior: starts one run of the Apify Actor "publicrecords/greenhouse-jobs-scraper" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/publicrecords/greenhouse-jobs-scraper

Input parameters:

- `companies` (array, required): The token in the board URL: https://boards.greenhouse.io/ or https://job-boards.greenhouse.io/ . One per line, or paste the URLs. Example: ["gitlab","cloudflare"]
- `includeDescription` (boolean): Add the plain-text job description to every posting.
- `maxResults` (integer): Cap on postings returned across all companies, newest first. Each returned posting is one billable result.
- `since` (string): Return only postings published on or after this point. A window like 24h, 7d, 2w, or an ISO date/time such as 2026-09-01 or 2026-09-01T10:00:00Z. Leave empty for every open posting. Example: "30d"

### `publicrecords--lever-jobs-scraper` (~380 tokens)

Lever Jobs Scraper — New Postings Since Any Date

Lever Jobs Scraper — New Postings Since Any Date. Scrape open jobs from any Lever job board and return only postings created since a date or window (24h, 7d, 30d). Title, location, team, workplace type, URL, description.

When to use: Use when you need open jobs from companies that hire on Lever, optionally only those created since a date or window (24h, 7d, 30d).

Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset.

Behavior: starts one run of the Apify Actor "publicrecords/lever-jobs-scraper" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/publicrecords/lever-jobs-scraper

Input parameters:

- `companies` (array, required): The site name in the board URL: https://jobs.lever.co/ . One per line, or paste the URLs. Example: ["veeva","palantir"]
- `includeDescription` (boolean): Add the plain-text job description to every posting.
- `maxResults` (integer): Cap on postings returned across all companies, newest first. Each returned posting is one billable result.
- `since` (string): Return only postings published on or after this point. A window like 24h, 7d, 2w, or an ISO date/time such as 2026-09-01 or 2026-09-01T10:00:00Z. Leave empty for every open posting. Example: "30d"

### `publicrecords--smartrecruiters-jobs-scraper` (~431 tokens)

SmartRecruiters Jobs Scraper — New Postings Since Any Date

SmartRecruiters Jobs Scraper — New Postings Since Any Date. Scrape open jobs from any SmartRecruiters careers site and return only postings released since a date or window (24h, 7d, 30d). Title, location, department, URL, description.

When to use: Use when you need open jobs from companies that hire on SmartRecruiters, optionally only those released since a date or window (24h, 7d, 30d).

Returns: the run's dataset rows as structured JSON (one row per result), plus the run and dataset IDs for paging the full dataset.

Behavior: starts one run of the Apify Actor "publicrecords/smartrecruiters-jobs-scraper" through Apify's hosted MCP gateway (mcp.apify.com) with your own APIFY_TOKEN; the run uses your Apify account. Read-only: it only reads public web data and changes nothing on the source site. Docs: https://apify.com/publicrecords/smartrecruiters-jobs-scraper

Input parameters:

- `companies` (array, required): The identifier in the careers URL: https://jobs.smartrecruiters.com/ . One per line, or paste the URLs. Note: SmartRecruiters answers an unknown identifier with an empty list, so check spelling if yo…
- `includeDescription` (boolean): Add the plain-text job description to every posting. SmartRecruiters needs one extra request per returned posting for this.
- `maxResults` (integer): Cap on postings returned across all companies, newest first. Each returned posting is one billable result.
- `since` (string): Return only postings published on or after this point. A window like 24h, 7d, 2w, or an ISO date/time such as 2026-09-01 or 2026-09-01T10:00:00Z. Leave empty for every open posting. Example: "30d"

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/ats-jobs-mcp-server#diagnostics

## Score history

- 2026-11-05: 78
- 2026-11-04: 78
- 2026-11-03: 63

## Common questions

### What is the ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters server?

ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters is listed in the public MCP registry as io.github.GeminiGeorge22/ats-jobs-mcp. New job postings since any date from Ashby, Greenhouse, Lever and SmartRecruiters boards. This page covers its PyPI package (ats-jobs-mcp-server).

### Is the ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters server safe to use?

ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters scores 78 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 2026. Its build provenance is signed and verified. 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: Ashby, Greenhouse, Lever & SmartRecruiters server expose?

ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters exposes 4 tools: publicrecords--ashby-jobs-scraper, publicrecords--greenhouse-jobs-scraper, publicrecords--lever-jobs-scraper, publicrecords--smartrecruiters-jobs-scraper. Their descriptions and schemas cost roughly 1,586 tokens of context every time the server is loaded.

### Is the ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters server still maintained?

ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters 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 licence is the ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters server under?

ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- PyPI project: https://pypi.org/project/ats-jobs-mcp-server/
- Socket report: https://socket.dev/pypi/package/ats-jobs-mcp-server
- Repository: https://github.com/GeminiGeorge22/ats-jobs-mcp
- Changelog RSS feed: https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/ats-jobs-mcp-server.xml
- Changelog JSON feed: https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/ats-jobs-mcp-server.json
- HTML version of this page: https://verifymcp.io/servers/geminigeorge22-ats-jobs-mcp/ats-jobs-mcp-server