{
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-05",
    "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"
  },
  "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",
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        "url": "https://withresumeai.com/api/mcp"
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    ],
    "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": [
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  }
}