ATS Jobs MCP: Ashby, Greenhouse, Lever & SmartRecruiters
PYPI · ATS-JOBS-MCP-SERVER · 2 COMPONENTS
New job postings since any date from Ashby, Greenhouse, Lever and SmartRecruiters boards.
Available components
Last scanned (1 day ago)
Scores higher than 76% of PyPI servers
Category Search and Retrieval
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. How we score → Why this is hard to score →
Supply Chain Security100
- No malware found by supply-chain analysis.Pass
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 28 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency100
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Cryptographically verified build provenance (signed, bound to GeminiGeorge22/ats-jobs-mcp). View diagnostics → Pass
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 0 days ago).Pass
- Publishes a security disclosure policy (SECURITY.md).Pass
Schema Quality & AI Usability58
- AI-judged instruction clarity (excellent).Pass
- 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. See how to fix → Fail
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
- Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 100% of tool parameters carry a description.Pass
Tool Safety100
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
- An AI judge read all 5 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
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.
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 4 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 3 Nov 26 63
First indexed and scored.
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 4 Nov 2026 · Analysed pypi/ats-jobs-mcp-server@0.2.1
Provenance Verified
A signed build attestation was found and verified, binding this exact artifact to the source repository it claims to come from.
| Result | Verified |
|---|---|
| Ecosystem | pypi |
| Reason | Verified |
| Discovered via | Registry attestation endpoint |
| Source repo | GeminiGeorge22/ats-jobs-mcp |
| Certificate issuer | https://token.actions.githubusercontent.com |
| Certificate SAN | https://github.com/GeminiGeorge22/ats-jobs-mcp/.github/workflows/pypi-publish.yml@refs/tags/python-v0.2.1 |
| Rekor log index | 3680828908 |
| Predicate type | PyPI publish attestation https://docs.pypi.org/attestations/publish/v1 |
| Subject digest | sha256:af38b9631d8ad7d5928bd8ab08c961d33fca7625b298d2666317c2996e815619 |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | allowlisted | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 28 packages
| Packages resolved | 28 |
|---|---|
| No linked repository | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
publicrecords--ashby-jobs-scraper Ashby Jobs Scraper — New Postings Since Any Date ~384
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
| Name | Type | Req | Description |
|---|---|---|---|
| companies | array | yes | 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" |
No output schema declared.
No examples provided.
publicrecords--greenhouse-jobs-scraper Greenhouse Jobs Scraper — New Postings Since Any Date ~391
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
| Name | Type | Req | Description |
|---|---|---|---|
| companies | array | yes | 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" |
No output schema declared.
No examples provided.
publicrecords--lever-jobs-scraper Lever Jobs Scraper — New Postings Since Any Date ~380
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
| Name | Type | Req | Description |
|---|---|---|---|
| companies | array | yes | 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" |
No output schema declared.
No examples provided.
publicrecords--smartrecruiters-jobs-scraper SmartRecruiters Jobs Scraper — New Postings Since Any Date ~431
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
| Name | Type | Req | Description |
|---|---|---|---|
| companies | array | yes | 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" |
No output schema declared.
No examples provided.
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.
pypi · ats-jobs-mcp-server
claude mcp add geminigeorge22-ats-jobs-mcp -- uvx ats-jobs-mcp-server
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 4 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 4 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.