mcp-registry/io.github.groundtruthtools/ats-jobs-mcp · v1.2.0-metered
Also listed as glama/groundtruthtools/io.github.groundtruthtools/ats-jobs-mcp
As of 2026-10-19 09:52 UTC, the Groundtruthtools Ats Jobs MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 8 minutes.
Open jobs read from a company's own careers system: Greenhouse, Ashby, Lever.
Claude Code
claude mcp add --transport http groundtruthtools-ats-jobs-mcp-server https://ats-jobs-api.groundtruthtools.workers.dev/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"groundtruthtools-ats-jobs-mcp-server": {
"type": "http",
"url": "https://ats-jobs-api.groundtruthtools.workers.dev/mcp"
}
}
}
Third-party server, listed as discovered. Review its source before installing.
3 of 3 tool(s) carry no readOnlyHint/destructiveHint annotations.
Annotate read-only tools with {"readOnlyHint": true}. Agents and gateways can then run them without a confirmation prompt, and route around destructive ones. How to fix →
Handshake + tools/list takes ~1,598 ms.
Serve tools/list from memory, keep the process warm, and host close to your users. Every new agent session pays this before its first call.
No tool declares an outputSchema.
Declare outputSchema and return structuredContent (MCP 2025-06-18+). Agents can then parse results without guessing, and chain tools reliably. How to fix →
Paste-ready definitions with the problems above fixed. Changes marked verify need a human look. All of them as JSON: /v1/readiness/mcp-registry%2Fio.github.groundtruthtools%2Fats-jobs-mcp/fixes
{
"name": "compare_companies",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"companies"
],
"properties": {
"companies": {
"type": "array",
"items": {
"type": "string"
},
"maxItems": 20,
"minItems": 1,
"description": "Up to 20 company board names or careers URLs."
},
"per_company": {
"type": "integer",
"default": 25,
"maximum": 100,
"minimum": 1,
"description": "Maximum postings per company."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Compare several companies' jobs"
}{
"name": "find_company_board",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"company"
],
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 100,
"minimum": 1,
"description": "Maximum matches to return."
},
"company": {
"type": "string",
"description": "Company name or board name, for example 'anthropic' or '1Password'. Case and punctuation do not matter."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "Find a company's job board"
}{
"name": "list_open_jobs",
"description": "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.",
"inputSchema": {
"type": "object",
"required": [
"company"
],
"properties": {
"limit": {
"type": "integer",
"default": 50,
"maximum": 200,
"minimum": 1,
"description": "Maximum postings to return."
},
"company": {
"type": "string",
"description": "A board name ('stripe'), a careers URL ('https://jobs.ashbyhq.com/ramp'), or system:name ('ashby:ramp')."
},
"include_description": {
"type": "boolean",
"default": false,
"description": "Include the full job description. Off by default because descriptions are long; contact details are removed either way."
}
}
},
"annotations": {
"readOnlyHint": true
},
"title": "List a company's open jobs"
}Get an email or webhook when this server's readiness drops by 10+ points, tool-poisoning text appears, or a tool breaks:
curl -X POST https://glimind.com/v1/subscriptions -H 'content-type: application/json' -d '{"tools":["mcp-registry/io.github.groundtruthtools/ats-jobs-mcp"],"email":"[email protected]"}'Agents: watch_tool({"toolId": "mcp-registry/io.github.groundtruthtools/ats-jobs-mcp"}) over MCP.
list_open_jobs ~279 tokensfind_company_board ~210 tokenscompare_companies ~184 tokensStatic checks of the advertised tools/list (schema, descriptions, annotations, tool-poisoning patterns, names, size) plus observed protocol, uptime, latency and contract changes. Read-only: no tool is ever called. Weights: schema 15, docs 20, safety 15, efficiency 15, compatibility 15, protocol 5, reliability 10, stability 5. Token counts are estimates (~3.6 characters per token).
Operator? Fix these, then re-check live. Embed the readiness badge:
[](https://glimind.com/server/mcp-registry%2Fio.github.groundtruthtools%2Fats-jobs-mcp?ref=badge)
<a href="https://glimind.com/server/mcp-registry%2Fio.github.groundtruthtools%2Fats-jobs-mcp?ref=badge"><img src="https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.groundtruthtools%2Fats-jobs-mcp.svg" alt="MCP agent-readiness"></a>
.. image:: https://glimind.com/v1/readiness/badge/mcp-registry%2Fio.github.groundtruthtools%2Fats-jobs-mcp.svg :target: https://glimind.com/server/mcp-registry%2Fio.github.groundtruthtools%2Fats-jobs-mcp?ref=badge :alt: MCP agent-readiness
Glimind records every version of this server's tool definitions in a signed, append-only transparency log. Current manifest sha256:182c8c01ebbdce07…, first seen 2026-10-17, included at leaf 13615 of 26,032. Version history · verify what your client received.
Compare: most reliable knowledge servers
Glimind tells agents whether a server is up right now and how to call it, then fails over to a live alternative when it isn't.
Claude Code
claude mcp add --transport http glimind https://glimind.com/mcp
Claude Desktop · Windsurf · Cline (mcpServers JSON)
{
"mcpServers": {
"glimind": {
"type": "http",
"url": "https://glimind.com/mcp"
}
}
}
As of 2026-10-19 09:52 UTC, the Groundtruthtools Ats Jobs MCP server is up with a Glimind reliability score of 93/100 (grade A). Over the last 30 days it answered 100% of Glimind's liveness checks. It had 1 outage in 90 days, with a median recovery of 8 minutes.
Groundtruthtools Ats Jobs MCP server advertises 3 tools, including compare_companies, find_company_board, list_open_jobs.
Point your MCP client at this streamable-http endpoint: https://ats-jobs-api.groundtruthtools.workers.dev/mcp
Glimind scanned all 3 tool definitions for tool-poisoning patterns — hidden or invisible characters, instructions that override the model, concealment from the user, requests to read credential or MCP config files, conversation exfiltration and cross-tool shadowing — and found none. This checks what the server tells the model, not what its code does; review the source before granting access to sensitive data.
Status page: 90-day uptime, every outage and how long it lasted.
Claim this listing to get the Verified operator marker, a remediation checklist and owner analytics, or embed the live badge from any of the tool pages above. Maintainers: alerts, deploy attestation and monthly reports.
Status is an automated estimate from Glimind's liveness checks (handshake and tool listing only; no tool is ever called) and may lag or differ from your network. Glimind is not affiliated with this server or its operator. Operator? Request a correction or opt out at https://glimind.com/opt-out.