> ## Documentation Index > Fetch the complete documentation index at: https://docs.gtm-api.com/llms.txt > Use this file to discover all available pages before exploring further. # Scrape LinkedIn Recruiter people search > One page of a LinkedIn Recruiter (talent) people search, by a structured filters object (the Recruiter facets: titles, skills, companies, locations, postal codes, industries, education, languages, seniority, function, company size and type, year sliders, network, open-to-work) OR by a pasted Recruiter search url. A Recruiter URL carries no filters, only the searchHistoryId of the search LinkedIn keeps on the seat, so the url half replays that stored search on your page; every answer returns search_history_id and search_url, so page 2 onwards is addressed by the URL alone. 25 hits a page, page 1..40, a real total; rows carry talent_id (for send_linkedin_recruiter_message), headline, location, current position, can_send_inmail. Needs a Recruiter-seat executor with a live session (422 recruiter_required, 409 recruiter_reauth_required); 429 recruiter_search_usage_limit is LinkedIn's per-seat throttle, wait a minute. Ids via scrape_linkedin_recruiter_param_id_lookup. One scraping-bucket slot per page. Contract: - MCP tool `scrape_linkedin_search_recruiter_people`, registry package `mcp.linkedin/linkedin_scraping`, mount `linkedin.scraping`. - Operation `action`, response envelope `action`. - Flags: none. ## OpenAPI ````yaml /api-reference/linkedin/openapi.yaml post /api/linkedin-scraping/search-recruiter-people openapi: 3.0.3 info: title: 'GTM API public contract: gtm.service.linkedin' description: >- Connected LinkedIn accounts and everything driven through them: account health and smart limits, conversations and messages, the connection graph, outbound posting, scraping, profile and company enrichment, and the antidetect browsers that execute it all. GENERATED. This document is projected from the Zod MCP tool registry in `product/mcp/gtm.mcp` (one tool per public endpoint, 1:1). Do not edit it by hand; edit the tool definition and regenerate with `pnpm openapi:public`. Surface: the public `/api` contract of `gtm.service.linkedin`, 179 operations. This is the only OpenAPI document the platform publishes. Internal (`/internal`) and health endpoints are deliberately absent: they are not part of any contract, they can change without notice, and the service source is their only description. Conventions: - Auth is a bearer JWT, optionally narrowed by the `Team-SID` header. - Every success body is an MCP envelope: `success: true` plus one typed `operation` shape (`search`, `get`, `create`, `update`, `delete`, `metrics`, `group_by`, `action`), and a `meta` block with `trace_id` for support. - Every failure is the same `McpError` envelope with a code from a fixed 16-code taxonomy, so a client maps errors once. - Lists page with `page_size` (0 to 500, default 50) plus an opaque forward `cursor`; `page_size: 0` returns counts only. - On `GET` and `DELETE`, object-valued query parameters (`filter`, `sort`) travel as JSON text and array-valued ones repeat as `name[]=value`. - The MCP-only `_meta` field (usage analytics) never reaches the backend and is not part of this contract. version: '1.0' contact: name: GTM API url: https://gtm-api.com email: support@gtm-api.com license: name: Proprietary url: https://gtm-api.com/license servers: - url: https://app.gtm-api.com/linkedin/v4 description: Production, through the app.gtm-api.com gateway security: - BearerJwt: [] TeamSid: [] tags: - name: antidetect_browser_logs description: >- Registry package `mcp.linkedin/antidetect_browser_logs`, served on MCP mount `linkedin.browsers`. - name: antidetect_browser_proxies description: >- Registry package `mcp.linkedin/antidetect_browser_proxies`, served on MCP mount `linkedin.browsers`. - name: antidetect_browsers description: >- Registry package `mcp.linkedin/antidetect_browsers`, served on MCP mount `linkedin.browsers`. - name: cloud_browser_sessions description: >- Registry package `mcp.linkedin/cloud_browser_sessions`, served on MCP mount `linkedin.browsers`. - name: cloud_browsers description: >- Registry package `mcp.linkedin/cloud_browsers`, served on MCP mount `linkedin.browsers`. - name: data_requests description: >- Registry package `mcp.linkedin/data_requests`, served on MCP mount `linkedin.data`. - name: linkedin_account_activity_log description: >- Registry package `mcp.linkedin/linkedin_account_activity_log`, served on MCP mount `linkedin.account-monitor`. - name: linkedin_account_block_log description: >- Registry package `mcp.linkedin/linkedin_account_block_log`, served on MCP mount `linkedin.account-monitor`. - name: linkedin_account_quota_hits description: >- Registry package `mcp.linkedin/linkedin_account_quota_hits`, served on MCP mount `linkedin.account-monitor`. - name: linkedin_account_smart_limits description: >- Registry package `mcp.linkedin/linkedin_account_smart_limits`, served on MCP mount `linkedin.accounts`. - name: linkedin_account_snapshots description: >- Registry package `mcp.linkedin/linkedin_account_snapshots`, served on MCP mount `linkedin.account-monitor`. - name: linkedin_account_sync_runs description: >- Registry package `mcp.linkedin/linkedin_account_sync_runs`, served on MCP mount `linkedin.account-monitor`. - name: linkedin_accounts description: >- Registry package `mcp.linkedin/linkedin_accounts`, served on MCP mount `linkedin.accounts`. - name: linkedin_auto_scrape_results description: >- Registry package `mcp.linkedin/linkedin_auto_scrape_results`, served on MCP mount `linkedin.auto-scrapes`. - name: linkedin_auto_scrape_runs description: >- Registry package `mcp.linkedin/linkedin_auto_scrape_runs`, served on MCP mount `linkedin.auto-scrapes`. - name: linkedin_auto_scrapes description: >- Registry package `mcp.linkedin/linkedin_auto_scrapes`, served on MCP mount `linkedin.auto-scrapes`. - name: linkedin_benchmarks description: >- Registry package `mcp.linkedin/linkedin_benchmarks`, served on MCP mount `linkedin.account-monitor`. - name: linkedin_connection_invitations description: >- Registry package `mcp.linkedin/linkedin_connection_invitations`, served on MCP mount `linkedin.network`. - name: linkedin_connection_requests description: >- Registry package `mcp.linkedin/linkedin_connection_requests`, served on MCP mount `linkedin.network`. - name: linkedin_connections description: >- Registry package `mcp.linkedin/linkedin_connections`, served on MCP mount `linkedin.network`. - name: linkedin_conversations description: >- Registry package `mcp.linkedin/linkedin_conversations`, served on MCP mount `linkedin.messaging`. - name: linkedin_custom_requests description: >- Registry package `mcp.linkedin/linkedin_custom_requests`, served on MCP mount `linkedin.platform`. - name: linkedin_enrichment description: >- Registry package `mcp.linkedin/linkedin_enrichment`, served on MCP mount `linkedin.enrichment`. - name: linkedin_followers description: >- Registry package `mcp.linkedin/linkedin_followers`, served on MCP mount `linkedin.network`. - name: linkedin_messages description: >- Registry package `mcp.linkedin/linkedin_messages`, served on MCP mount `linkedin.messaging`. - name: linkedin_posting description: >- Registry package `mcp.linkedin/linkedin_posting`, served on MCP mount `linkedin.content`. - name: linkedin_scraping description: >- Registry package `mcp.linkedin/linkedin_scraping`, served on MCP mount `linkedin.scraping`. paths: /api/linkedin-scraping/search-recruiter-people: post: tags: - linkedin_scraping summary: Scrape LinkedIn Recruiter people search description: >- One page of a LinkedIn Recruiter (talent) people search, by a structured filters object (the Recruiter facets: titles, skills, companies, locations, postal codes, industries, education, languages, seniority, function, company size and type, year sliders, network, open-to-work) OR by a pasted Recruiter search url. A Recruiter URL carries no filters, only the searchHistoryId of the search LinkedIn keeps on the seat, so the url half replays that stored search on your page; every answer returns search_history_id and search_url, so page 2 onwards is addressed by the URL alone. 25 hits a page, page 1..40, a real total; rows carry talent_id (for send_linkedin_recruiter_message), headline, location, current position, can_send_inmail. Needs a Recruiter-seat executor with a live session (422 recruiter_required, 409 recruiter_reauth_required); 429 recruiter_search_usage_limit is LinkedIn's per-seat throttle, wait a minute. Ids via scrape_linkedin_recruiter_param_id_lookup. One scraping-bucket slot per page. Contract: - MCP tool `scrape_linkedin_search_recruiter_people`, registry package `mcp.linkedin/linkedin_scraping`, mount `linkedin.scraping`. - Operation `action`, response envelope `action`. - Flags: none. operationId: scrape_linkedin_search_recruiter_people requestBody: required: false content: application/json: schema: $ref: '#/components/schemas/ScrapeLinkedinSearchRecruiterPeopleRequest' responses: '200': description: '`action` success envelope.' content: application/json: schema: $ref: >- #/components/schemas/ScrapeLinkedinSearchRecruiterPeopleResponse 4XX: $ref: '#/components/responses/McpClientError' 5XX: $ref: '#/components/responses/McpServerError' components: schemas: ScrapeLinkedinSearchRecruiterPeopleRequest: type: object description: Request body of `scrape_linkedin_search_recruiter_people`. properties: linkedin_account_sid: type: string nullable: true minLength: 18 maxLength: 18 pattern: ^ln_ac_ description: >- Executor account (ln_ac_...). OPTIONAL everywhere on this surface. Given: the call runs on that account ONLY; a saturated or held scraping bucket refuses 429 bucket_saturated (with retry_after). Omitted: the service auto-picks one of your connected accounts with remaining capacity (SN verbs pick only Sales-Navigator seats; 422 no_connected_accounts when none is ready, 429 when all are at capacity). idempotency_key: type: string nullable: true maxLength: 128 description: >- Ledger replay guard: a repeat call with the same (team, key) returns the stored outcome; no re-execution. Recommended on every search run. The KEY ALONE decides: the probe does not compare arguments, so reusing one key after changing the arguments hands back the FIRST result. On the twelve search verbs that matters twice over, because switching a call from filters to url (or back) under one key replays instead of running the new search. New search, new key. url: type: string nullable: true maxLength: 2048 pattern: ^https:\/\/www\.linkedin\.com\/talent\/search description: >- EXCLUSIVE with `filters`: send url OR filters, never both (422) and never neither (422). A search URL built in the LinkedIn UI, and the escape hatch for everything the filter vocabulary cannot express. MUST start with https://www.linkedin.com/talent/search : a URL from another LinkedIn search screen is refused here and again by the backend (422 invalid_search_url), because running it would silently scrape the wrong thing. The URL LinkedIn Recruiter shows after a search (/talent/search?...searchHistoryId=N...): it names the search by its searchHistoryId only, so a URL without one is refused (422) rather than run as a keywords-only search. Use the search_url a previous answer returned to page on. filters: type: object nullable: true properties: keywords: type: string nullable: true maxLength: 256 first_name: type: string nullable: true maxLength: 100 last_name: type: string nullable: true maxLength: 100 job_titles: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. scope: type: string nullable: true enum: - CURRENT - PAST - CURRENT_OR_PAST - PAST_NOT_CURRENT description: >- Where in the career the chip must sit; omitted = CURRENT_OR_PAST. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Job titles. Ids via lookup(type: "occupation") (urn:li:ts_title:N) or free text: [{text: "Head of Growth"}]. scope: 'CURRENT' | 'PAST' | 'CURRENT_OR_PAST' (default) | 'PAST_NOT_CURRENT'. occupations: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. scope: type: string nullable: true enum: - CURRENT - PAST - CURRENT_OR_PAST - PAST_NOT_CURRENT description: >- Where in the career the chip must sit; omitted = CURRENT_OR_PAST. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Standardized titles (LinkedIn's title taxonomy), id REQUIRED via lookup(type: "occupation"). scope: 'CURRENT' | 'PAST' | 'CURRENT_OR_PAST' (default) | 'PAST_NOT_CURRENT'. skills: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Skills. Ids via lookup(type: "skill") (urn:li:ts_skill:N) or free text. companies: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. scope: type: string nullable: true enum: - CURRENT - PAST - CURRENT_OR_PAST - PAST_NOT_CURRENT description: >- Where in the career the chip must sit; omitted = CURRENT_OR_PAST. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Employers, current or past. Ids via lookup(type: "company") (urn:li:ts_company:N) or free text; exclude: true is the classic "not my own company". scope: 'CURRENT' | 'PAST' | 'CURRENT_OR_PAST' (default) | 'PAST_NOT_CURRENT'. current_companies: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- The employer right now (the CURRENT_COMPANY facet). Ids via lookup(type: "company"). locations: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. scope: type: string nullable: true enum: - CURRENT - PREFERRED_NOT_CURRENT - CURRENT_OR_PREFERRED description: >- 'CURRENT' lives there, 'PREFERRED_NOT_CURRENT' would move there, 'CURRENT_OR_PREFERRED' either. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Geography. Ids via lookup(type: "geo") (urn:li:ts_geo:N). scope: 'CURRENT' (lives there) | 'PREFERRED_NOT_CURRENT' (would move there) | 'CURRENT_OR_PREFERRED'. postal_codes: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Postal codes. id via lookup(type: "zip") (urn:li:ts_geo:N) REQUIRED, plus its text; a text-only postal code is refused. Pair with postal_code_distance. postal_code_distance: type: integer nullable: true minimum: 1 maximum: 500 description: Radius around every postal code, miles. Default 50. industries: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Industries. Ids via lookup(type: "industry") (urn:li:ts_industry:N). schools: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Schools attended. Ids via lookup(type: "school"): the row id is the school's urn:li:ts_organization:N, which is what this facet matches on (a ts_school id answers zero). fields_of_study: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Fields of study. Ids via lookup(type: "fieldOfStudy") (urn:li:ts_field_of_study:N). degrees: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: 'Degrees. Ids via lookup(type: "degree") (urn:li:ts_degree:N).' spoken_languages: type: array nullable: true items: type: object properties: id: type: string nullable: true maxLength: 128 description: >- The typeahead row id VERBATIM (urn:li:ts_*:N; the lowercase language name for spoken_languages). A bare numeric id is accepted for the urn kinds. text: type: string nullable: true maxLength: 256 description: >- The chip label (the typeahead row's display_name). REQUIRED on job_titles / occupations / skills / companies / postal_codes, id or no id: LinkedIn refuses an entity chip without its label. On job_titles / skills / companies a text-only chip is a free-text search term. exclude: type: boolean nullable: true description: true → the chip is a negative filter. required: type: boolean nullable: true description: >- true → a must-have chip (the Recruiter UI "required" toggle); omitted → nice-to-have. scope: type: string nullable: true enum: - ELEMENTARY - LIMITED_WORKING - PROFESSIONAL_WORKING - FULL_PROFESSIONAL - NATIVE_OR_BILINGUAL description: Minimum proficiency of the spoken language. description: 'One Recruiter facet chip: at least one of id / text.' maxItems: 20 description: >- Languages the member speaks. Ids via lookup(type: "language") - the lowercase language name, e.g. "danish". scope = minimum proficiency: 'ELEMENTARY' | 'LIMITED_WORKING' | 'PROFESSIONAL_WORKING' | 'FULL_PROFESSIONAL' | 'NATIVE_OR_BILINGUAL'. network: type: array nullable: true items: type: string enum: - F - S - A - O maxItems: 4 description: >- Relationship: 'F' 1st, 'S' 2nd, 'A' group members, 'O' 3rd+ and everyone else. seniority_levels: type: array nullable: true items: type: string enum: - '1' - '2' - '3' - '4' - '5' - '6' - '7' - '8' - '9' - '10' maxItems: 10 description: >- Seniority: '1' Unpaid, '2' Training, '3' Entry, '4' Senior, '5' Manager, '6' Director, '7' VP, '8' CXO, '9' Partner, '10' Owner. NOT the Sales Navigator codes. functions: type: array nullable: true items: type: string enum: - '1' - '2' - '3' - '4' - '5' - '6' - '7' - '8' - '9' - '10' - '11' - '12' - '13' - '14' - '15' - '16' - '17' - '18' - '19' - '20' - '21' - '22' - '23' - '24' - '25' - '26' maxItems: 26 description: >- Job function: '1' Accounting, '2' Administrative, '3' Arts and Design, '4' Business Development, '5' Community and Social Services, '6' Consulting, '7' Education, '8' Engineering, '9' Entrepreneurship, '10' Finance, '11' Healthcare Services, '12' Human Resources, '13' Information Technology, '14' Legal, '15' Marketing, '16' Media and Communication, '17' Military and Protective Services, '18' Operations, '19' Product Management, '20' Program and Project Management, '21' Purchasing, '22' Quality Assurance, '23' Real Estate, '24' Research, '25' Sales, '26' Customer Success and Support. company_sizes: type: array nullable: true items: type: string enum: - A - B - C - D - E - F - G - H - I maxItems: 9 description: >- Company size: 'A' Self-employed, 'B' 1-10, 'C' 11-50, 'D' 51-200, 'E' 201-500, 'F' 501-1000, 'G' 1001-5000, 'H' 5001-10000, 'I' 10001+. company_types: type: array nullable: true items: type: string enum: - P - C - D - 'N' - G - S - O - E - A maxItems: 9 description: >- Company type: 'P' Privately Held, 'C' Public Company, 'D' Educational Institution, 'N' Non Profit, 'G' Government Agency, 'S' Partnership, 'O' Self Owned, 'E' Self Employed, 'A' College Page. profile_languages: type: array nullable: true items: type: string enum: - en - es - fr - pt - zh - de - it - in - tr - pl - nl - ru - ar - cs - sv - ro - ko - da - 'no' - uk - ms - ja - _o maxItems: 23 description: Profile language, ISO 639-1 ('_o' = others). recently_joined: type: array nullable: true items: type: string enum: - '1' - '2' - '3' - '4' - '5' maxItems: 5 description: >- Joined LinkedIn: '1' 1 day ago, '2' 2-7 days, '3' 8-14 days, '4' 15-30 days, '5' 1-3 months ago. workplace_preferences: type: array nullable: true items: type: string enum: - O - R - H maxItems: 3 description: 'Workplace: ''O'' on-site, ''R'' remote, ''H'' hybrid.' employment_types: type: array nullable: true items: type: string enum: - F - P - C - I maxItems: 4 description: >- Employment type: 'F' full-time, 'P' part-time, 'C' contract, 'I' internship (the only codes LinkedIn Recruiter accepts here). us_military_background: type: boolean nullable: true description: >- true → members with a US military background (IS_VETERAN); false dispatches nothing. years_in_current_position: type: object nullable: true properties: min: type: integer minimum: 1 maximum: 30 max: type: integer minimum: 1 maximum: 30 required: - min - max description: Years in the current position, {min, max} in 1..30 (30 = 30+). years_in_current_company: type: object nullable: true properties: min: type: integer minimum: 1 maximum: 30 max: type: integer minimum: 1 maximum: 30 required: - min - max description: Years at the current company, {min, max} in 1..30. years_of_experience: type: object nullable: true properties: min: type: integer minimum: 1 maximum: 30 max: type: integer minimum: 1 maximum: 30 required: - min - max description: Total years of experience, {min, max} in 1..30. description: >- EXCLUSIVE with `url`: send filters OR url, never both (422) and never neither (422). LinkedIn Recruiter people-search filters, the COMPLETE Recruiter facet vocabulary. At least one member must be non-empty. lookup = scrape_linkedin_recruiter_param_id_lookup; chip facets take [{id, text, exclude, required, scope}], closed enums take flat code arrays (their full sets are inline), the three year sliders take {min, max}. page: type: integer minimum: 1 maximum: 40 description: >- LinkedIn Recruiter page number, default 1; 25 hits a page, 40 pages at most (1000 hits per search). Re-call with page + 1 while paging.has_more. On the url half OUR number wins over the start= in the URL. ScrapeLinkedinSearchRecruiterPeopleResponse: type: object properties: success: type: boolean enum: - true operation: type: string enum: - action action: type: string description: kebab-case verb; matches the route segment. item: {} result: type: object properties: rows: type: array items: type: object properties: ln_member_id: type: string nullable: true description: Canonical member id (decoded in-process). ln_id: type: string nullable: true sn_id: type: string nullable: true nickname: type: string nullable: true full_name: type: string nullable: true headline: type: string nullable: true position: type: string nullable: true company_name: type: string nullable: true location: type: string nullable: true avatar_url: type: string nullable: true connection_degree: type: string nullable: true talent_id: type: string description: >- The Recruiter (talent) profile id, AEMAA…: what send_linkedin_recruiter_message addresses as recipient_profile_id. Same member as ln_member_id. industry: type: string nullable: true can_send_inmail: type: boolean nullable: true description: LinkedIn says this seat may InMail the member right now. open_to_work: type: boolean nullable: true description: The member signalled openness to new opportunities. connections_count: type: integer nullable: true anonymized: type: boolean description: >- LinkedIn hid the name (out-of-network privacy); the names are what it showed. required: - ln_member_id - ln_id - sn_id - nickname - full_name - headline - position - company_name - location - avatar_url - connection_degree - talent_id - industry - can_send_inmail - open_to_work - connections_count - anonymized description: >- The transient result list, in LinkedIn’s order; NOTHING persisted. paging: type: object properties: page: type: integer page_size: type: integer has_more: type: boolean total: type: integer nullable: true required: - page - page_size - has_more - total description: >- Page-numbered paging with LinkedIn Recruiter's own total; has_more is false at the 40-page ceiling even when total says more. data_request: type: object properties: {} description: >- The kind="scrape" DataRequest journal row for this call (terminal completed), embedded as result.data_request; served_from_cache always false. Full DataRequestDomain shape owned by ./data_requests.md, so it is left passthrough here. search_history_id: type: string nullable: true description: >- The searchHistoryId LinkedIn Recruiter gave this search (the seat's "Recent searches" entry); null only when the wire returned none. search_url: type: string nullable: true description: >- https://www.linkedin.com/talent/search?searchHistoryId=N&start=0: pass it as `url` (with page) to page on, or to re-run this exact search later, without re-sending the filters. required: - rows - paging - data_request - search_history_id - search_url meta: type: object properties: trace_id: type: string description: UUID v7; same 128-bit value as the X-Trace-Id header. span_id: type: string pattern: ^[0-9a-f]{16}$ description: 16 hex chars, root span of this request. timestamp: type: string description: ISO 8601 UTC (Y-m-dTH:i:sZ), response time. duration_ms: type: integer minimum: 0 description: Server-side wall clock. team_sid: type: string nullable: true description: >- The team this call ran in (the token team, or the team_sid override). Null when unauthenticated; absent from pre-2026-08-20 backends. actor_type: type: string nullable: true description: >- user | agent | api_key | system. Null when unauthenticated; absent from pre-2026-08-20 backends. required: - trace_id - span_id - timestamp - duration_ms required: - success - operation - action - item - result - meta McpError: type: object properties: success: type: boolean enum: - false error: type: object properties: code: type: string enum: - validation_failed - nothing_to_update - not_found - relation_not_found - invalid_transition - limit_exceeded - payment_required - duplicate_rejected - conflict - delete_blocked - unauthorized - forbidden - rate_limited - internal_error - service_unavailable - not_implemented message: type: string recoverable: type: boolean suggestion: type: string field_errors: type: object additionalProperties: type: array items: type: object properties: rule: type: string message: type: string required: - rule - message blockers: type: array items: type: object properties: type: type: string description: >- Machine-readable blocker type (active_flow, pending_tasks, …). severity: type: string enum: - hard - soft description: >- hard = external action required; soft = acknowledge is enough. description: type: string entity_sid: type: string nullable: true count: type: integer resolution: type: string description: 'Hard: tool name to call. Soft: code for acknowledge[].' resolution_hint: type: string required: - type - severity - description - entity_sid - resolution - resolution_hint context: type: object additionalProperties: {} required: - code - message - recoverable meta: type: object properties: trace_id: type: string description: UUID v7; same 128-bit value as the X-Trace-Id header. span_id: type: string pattern: ^[0-9a-f]{16}$ description: 16 hex chars, root span of this request. timestamp: type: string description: ISO 8601 UTC (Y-m-dTH:i:sZ), response time. duration_ms: type: integer minimum: 0 description: Server-side wall clock. team_sid: type: string nullable: true description: >- The team this call ran in (the token team, or the team_sid override). Null when unauthenticated; absent from pre-2026-08-20 backends. actor_type: type: string nullable: true description: >- user | agent | api_key | system. Null when unauthenticated; absent from pre-2026-08-20 backends. required: - trace_id - span_id - timestamp - duration_ms required: - success - error responses: McpClientError: description: >- MCP error envelope. `error.code` is one of validation_failed, nothing_to_update, not_found, relation_not_found, invalid_transition, limit_exceeded, payment_required, duplicate_rejected, conflict, delete_blocked, unauthorized, forbidden, rate_limited, not_implemented. content: application/json: schema: $ref: '#/components/schemas/McpError' McpServerError: description: >- MCP error envelope with `error.code` internal_error or service_unavailable. content: application/json: schema: $ref: '#/components/schemas/McpError' securitySchemes: BearerJwt: type: http scheme: bearer bearerFormat: JWT description: >- Access token issued by gtm.service.id. Its `access_identity` claim carries `team_sid`, `actor_sid` and `actor_type`, and that team scope is authoritative. TeamSid: type: apiKey in: header name: Team-SID description: >- Team scope for tokens that do not carry one. Ignored when the token already names a team. ````