{ "data": { "tool": { "category": "", "endpoint": "https://withresumeai.com/api/mcp", "jsonUrl": "https://www.anchorterminal.com/api/v1/tools/withresumeai-ats.json", "kind": "mcp", "listed": "indexed", "liveUrl": "https://www.anchorterminal.com/api/v1/live/withresumeai-ats.json", "markdownUrl": "https://www.anchorterminal.com/tools/withresumeai-ats.md", "mcpTools": { "check": { "checker": "anchor-check/1.0", "totalTokens": 1535, "counts": { "error": 0, "note": 1, "warn": 0 }, "findings": [ { "rule": "TC24", "severity": "note", "message": "6 of 6 tools have no outputSchema", "fix": "Declare outputSchema for tools that return structured data, and return structuredContent that matches it." } ] }, "checkedAt": "2026-10-04T22:24:18Z", "count": 6, "schemaTokens": 1535, "status": "ok", "tools": [ { "name": "which_ats", "title": "Which ATS does a company use?", "description": "Look up the applicant tracking system (ATS) a specific large employer uses, from ResumeAI's State of ATS 2026 dataset (738 Fortune 500 / Global 2000 employers checked, 704 verified against live careers portals, June 2026 audit, re-verified July 2026). Accepts a company name or slug, e.g. 'Nike' or 'jpmorgan-chase'.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "company": { "description": "Company name or slug, e.g. 'Nike'", "maxLength": 200, "minLength": 1, "type": "string" } }, "required": [ "company" ], "type": "object" }, "annotations": { "destructiveHint": false, "openWorldHint": false, "readOnlyHint": true } }, { "name": "ats_stats", "title": "ATS market share among large employers", "description": "Canonical ATS market-share numbers from ResumeAI's State of ATS 2026 dataset: 738 large employers, 704 verified against their live careers portal. Workday leads — not the ~75% figure often repeated online — and the top 3 vendors cover about 60%. Every share in the response is computed live from the verified rows at call time, so quote those rather than this summary.", "inputSchema": { "properties": {}, "type": "object" }, "annotations": { "destructiveHint": false, "openWorldHint": false, "readOnlyHint": true } }, { "name": "list_companies", "title": "List companies by ATS or industry", "description": "List employers from the State of ATS 2026 dataset, optionally filtered by ATS vendor (case-insensitive substring, e.g. 'workday', 'greenhouse', 'oracle') and/or industry (substring, e.g. 'health', 'consulting'). Returns at most 100 rows per call — narrow the filters or fetch the full dataset from https://withresumeai.com/api/v1/ats.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "ats": { "description": "ATS vendor filter, e.g. 'workday'", "maxLength": 100, "type": "string" }, "industry": { "description": "Industry filter, e.g. 'consulting'", "maxLength": 100, "type": "string" }, "verified_only": { "description": "Only rows confirmed against the live careers portal (default false)", "type": "boolean" } }, "type": "object" }, "annotations": { "destructiveHint": false, "openWorldHint": false, "readOnlyHint": true } }, { "name": "ats_changes", "title": "Confirmed ATS changes at large employers", "description": "The living-feed counterpart of the dataset: which tracked employers changed their applicant tracking system. Every entry currently in the feed was confirmed by a person against the live careers portal during the July 2026 re-verification and published together, which is why they share a timestamp — the automated sweep has not yet detected one on its own. Employers whose vendor exposes a probeable board or tenant host are re-probed on a rolling sweep, and a suspected change is human-confirmed before it appears here. An empty list means no confirmed changes yet, not that monitoring is off. Returns at most 50 rows, newest first.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "limit": { "description": "Max changes to return (default 50, the cap)", "maximum": 50, "minimum": 1, "type": "integer" } }, "type": "object" }, "annotations": { "destructiveHint": false, "openWorldHint": false, "readOnlyHint": true } }, { "name": "check_resume", "title": "ATS-check a resume", "description": "Score a resume 0-100 with ResumeAI's production ATS engine — the same one behind https://withresumeai.com/ats-checker. Returns a breakdown (keywords, format, sections, content, length), concrete fixes, and missing keywords. Optionally pass a target company (to get that employer's verified ATS + vendor-specific parsing rules) and/or a job description (to score keyword overlap against the posting). Rate limited to 10 checks per day per IP; pass a paid api_key ($49/mo at https://withresumeai.com/developers) for unlimited calls.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "api_key": { "description": "Paid API key (ra_live_...) — lifts the 10/day IP cap. Get one at https://withresumeai.com/developers", "maxLength": 100, "type": "string" }, "ats": { "description": "Target ATS vendor, e.g. 'Workday' — adds vendor parsing guidance", "maxLength": 100, "type": "string" }, "company": { "description": "Target employer, e.g. 'Nike' — adds its verified ATS + parsing guidance", "maxLength": 200, "type": "string" }, "job_description": { "description": "Job description text — switches scoring to keyword overlap against it", "maxLength": 50000, "type": "string" }, "resume_text": { "description": "The resume as plain text", "maxLength": 50000, "minLength": 100, "type": "string" } }, "required": [ "resume_text" ], "type": "object" }, "annotations": { "destructiveHint": false, "openWorldHint": false, "readOnlyHint": true } }, { "name": "get_agent_resume", "title": "Fetch a consent-shared candidate resume", "description": "Fetch a job seeker's structured, machine-readable resume as JSON Resume (https://jsonresume.org/schema/) — but ONLY when its human owner has explicitly shared a consent token for it. Pass that token and the tool returns the JSON Resume plus ats_context: how to render the profile for the owner's target applicant tracking system, grounded in ResumeAI's portal-verified State of ATS 2026 data (recommended file format, layout, and vendor parsing rules). No token, an invalid token, or a token the owner has revoked returns nothing. There is no way to browse, search, list, or enumerate resumes with this server — the owner-minted token is the only key, and the owner can revoke it at any time. This tool never exposes personal data without one.", "inputSchema": { "$schema": "http://json-schema.org/draft-07/schema#", "properties": { "token": { "description": "The consent token the resume's owner minted and shared, from https://withresumeai.com", "maxLength": 256, "minLength": 1, "type": "string" } }, "required": [ "token" ], "type": "object" }, "annotations": { "destructiveHint": false, "openWorldHint": false, "readOnlyHint": true } } ] }, "name": "ats", "note": "Indexed from the official MCP registry: facts and our own checks, not reviewed, so no score, grade or rank.", "packages": null, "pageJsonUrl": "https://www.anchorterminal.com/tools/withresumeai-ats.json", "popularity": { "githubStars": 7 }, "registryName": "com.withresumeai/ats", "remotes": [ { "type": "streamable-http", "url": "https://withresumeai.com/api/mcp" } ], "repository": "https://github.com/Kayvan-Zahiri/state-of-ats-2026", "reviewed": false, "slug": "withresumeai-ats", "source": "the official MCP registry", "sourceUrl": "https://registry.modelcontextprotocol.io/v0.1/servers?search=com.withresumeai/ats", "summary": "Which ATS does a company use? Portal-verified answers for 743 employers + resume ATS check. No key.", "updatedAt": "2026-07-17T16:48:58Z", "url": "https://www.anchorterminal.com/tools/withresumeai-ats", "vendor": "withresumeai.com", "vendorUrl": "https://withresumeai.com/developers", "version": "1.0.0", "websiteUrl": "https://withresumeai.com/developers", "where": "hosted", "why": [ "vendor" ] } }, "kind": "anchor.page", "links": { "api": "https://www.anchorterminal.com/api/v1/index.json", "html": "https://www.anchorterminal.com/tools/withresumeai-ats", "json": "https://www.anchorterminal.com/tools/withresumeai-ats.json", "llms": "https://www.anchorterminal.com/llms.txt", "markdown": "https://www.anchorterminal.com/tools/withresumeai-ats.md", "slim": "https://www.anchorterminal.com/tools/withresumeai-ats.min.md" }, "markdown": "# ats\n\n\u003e Indexed, not reviewed: facts from the official MCP registry and our own checks. No score, grade or rank, and not in the rankings until the panel reviews it. How the index works: https://www.anchorterminal.com/indexed/\n\n- Kind: MCP server, by withresumeai.com (https://withresumeai.com/developers)\n- Listed because: It's published in the registry under withresumeai.com, a namespace the registry only gives to whoever proves they control that domain.\n- What the official MCP registry says: Which ATS does a company use? Portal-verified answers for 743 employers + resume ATS check. No key.\n\n## Facts\n\n- MCP registry: `com.withresumeai/ats` 1.0.0\n- Endpoint: https://withresumeai.com/api/mcp (streamable HTTP)\n- Source: https://github.com/Kayvan-Zahiri/state-of-ats-2026\n- Website: https://withresumeai.com/developers\n- GitHub stars: 7\n- Registry entry updated: 2026-07-17\n\n## Tools\n\n- Tools it lists (6, about 1,535 tokens of context, `tools/list` without credentials over MCP 2025-11-25, checked 2026-10-04 22:24 UTC):\n - `which_ats` (read-only): Look up the applicant tracking system (ATS) a specific large employer uses, from ResumeAI's State of ATS 2026 dataset (738 Fortune 500 / Global 2000 employers…\n - `ats_stats` (read-only): Canonical ATS market-share numbers from ResumeAI's State of ATS 2026 dataset: 738 large employers, 704 verified against their live careers portal. Workday…\n - `list_companies` (read-only): List employers from the State of ATS 2026 dataset, optionally filtered by ATS vendor (case-insensitive substring, e.g. 'workday', 'greenhouse', 'oracle')…\n - `ats_changes` (read-only): The living-feed counterpart of the dataset: which tracked employers changed their applicant tracking system. Every entry currently in the feed was confirmed by…\n - `check_resume` (read-only): Score a resume 0-100 with ResumeAI's production ATS engine — the same one behind https://withresumeai.com/ats-checker. Returns a breakdown (keywords, format,…\n - `get_agent_resume` (read-only): Fetch a job seeker's structured, machine-readable resume as JSON Resume (https://jsonresume.org/schema/) — but ONLY when its human owner has explicitly shared…\n- How its tools read to an agent (0 errors, 0 warnings, 1 note, about 1,535 tokens; rules at https://www.anchorterminal.com/check.md; not part of the score):\n - note TC24 server: 6 of 6 tools have no outputSchema\n\n- JSON: https://www.anchorterminal.com/api/v1/tools/withresumeai-ats.json\n- Being indexed says nothing about quality, and nobody can pay for it. Ask for a review: https://www.anchorterminal.com/builders/#claiming\n", "meta": { "attribution": "Anchor Terminal (https://www.anchorterminal.com)", "docs": "https://www.anchorterminal.com/docs/", "generatedAt": "2026-10-04", "license": "CC-BY-4.0", "method": "https://www.anchorterminal.com/benchmark/", "methodology": "0.3", "openapi": "https://www.anchorterminal.com/openapi.json", "preview": false, "run": "2026-10-01", "runLabel": "October 2026 research run" }, "page": { "breadcrumbs": [ { "name": "Home", "url": "https://www.anchorterminal.com/" }, { "name": "Terminal", "url": "https://www.anchorterminal.com/tools/" }, { "name": "Indexed", "url": "https://www.anchorterminal.com/indexed/" }, { "name": "ats", "url": "" } ], "description": "ats, an MCP server by withresumeai.com, listed from the official MCP registry. Indexed, not reviewed: facts and our own checks, no score or ranking. Which ATS does a company use? Portal-verified answers for 743 employers + resume ATS check. No key.", "facts": [ "not reviewed", "not ranked", "facts only" ], "h1": "ats", "image": "https://www.anchorterminal.com/assets/og/indexed.png", "path": "/tools/withresumeai-ats", "published": "", "section": "indexed", "title": "ats: MCP server, indexed from the official MCP registry", "toc": null, "updated": "2026-10-04", "url": "https://www.anchorterminal.com/tools/withresumeai-ats" }, "tokens": { "markdown": 850, "slim": 780 }, "version": 1 }