Scrape LinkedIn people search
curl --request POST \
--url https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--header 'Team-SID: <api-key>' \
--data '
{
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"url": "<string>",
"filters": {
"keywords": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"title": "<string>",
"company": "<string>",
"school": "<string>",
"network": [],
"locations": [
"<string>"
],
"industries": [
"<string>"
],
"current_companies": [
"<string>"
],
"past_companies": [
"<string>"
],
"service_categories": [
"<string>"
],
"connections_of": [
"<string>"
],
"followers_of": [
"<string>"
],
"profile_languages": [
"<string>"
],
"open_to_volunteer": true
},
"page": 50
}
'import requests
url = "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people"
payload = {
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"url": "<string>",
"filters": {
"keywords": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"title": "<string>",
"company": "<string>",
"school": "<string>",
"network": [],
"locations": ["<string>"],
"industries": ["<string>"],
"current_companies": ["<string>"],
"past_companies": ["<string>"],
"service_categories": ["<string>"],
"connections_of": ["<string>"],
"followers_of": ["<string>"],
"profile_languages": ["<string>"],
"open_to_volunteer": True
},
"page": 50
}
headers = {
"Authorization": "Bearer <token>",
"Team-SID": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {
Authorization: 'Bearer <token>',
'Team-SID': '<api-key>',
'Content-Type': 'application/json'
},
body: JSON.stringify({
linkedin_account_sid: '<string>',
idempotency_key: '<string>',
url: '<string>',
filters: {
keywords: '<string>',
first_name: '<string>',
last_name: '<string>',
title: '<string>',
company: '<string>',
school: '<string>',
network: [],
locations: ['<string>'],
industries: ['<string>'],
current_companies: ['<string>'],
past_companies: ['<string>'],
service_categories: ['<string>'],
connections_of: ['<string>'],
followers_of: ['<string>'],
profile_languages: ['<string>'],
open_to_volunteer: true
},
page: 50
})
};
fetch('https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'linkedin_account_sid' => '<string>',
'idempotency_key' => '<string>',
'url' => '<string>',
'filters' => [
'keywords' => '<string>',
'first_name' => '<string>',
'last_name' => '<string>',
'title' => '<string>',
'company' => '<string>',
'school' => '<string>',
'network' => [
],
'locations' => [
'<string>'
],
'industries' => [
'<string>'
],
'current_companies' => [
'<string>'
],
'past_companies' => [
'<string>'
],
'service_categories' => [
'<string>'
],
'connections_of' => [
'<string>'
],
'followers_of' => [
'<string>'
],
'profile_languages' => [
'<string>'
],
'open_to_volunteer' => true
],
'page' => 50
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json",
"Team-SID: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people"
payload := strings.NewReader("{\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"url\": \"<string>\",\n \"filters\": {\n \"keywords\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"title\": \"<string>\",\n \"company\": \"<string>\",\n \"school\": \"<string>\",\n \"network\": [],\n \"locations\": [\n \"<string>\"\n ],\n \"industries\": [\n \"<string>\"\n ],\n \"current_companies\": [\n \"<string>\"\n ],\n \"past_companies\": [\n \"<string>\"\n ],\n \"service_categories\": [\n \"<string>\"\n ],\n \"connections_of\": [\n \"<string>\"\n ],\n \"followers_of\": [\n \"<string>\"\n ],\n \"profile_languages\": [\n \"<string>\"\n ],\n \"open_to_volunteer\": true\n },\n \"page\": 50\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Team-SID", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people")
.header("Authorization", "Bearer <token>")
.header("Team-SID", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"url\": \"<string>\",\n \"filters\": {\n \"keywords\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"title\": \"<string>\",\n \"company\": \"<string>\",\n \"school\": \"<string>\",\n \"network\": [],\n \"locations\": [\n \"<string>\"\n ],\n \"industries\": [\n \"<string>\"\n ],\n \"current_companies\": [\n \"<string>\"\n ],\n \"past_companies\": [\n \"<string>\"\n ],\n \"service_categories\": [\n \"<string>\"\n ],\n \"connections_of\": [\n \"<string>\"\n ],\n \"followers_of\": [\n \"<string>\"\n ],\n \"profile_languages\": [\n \"<string>\"\n ],\n \"open_to_volunteer\": true\n },\n \"page\": 50\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Team-SID"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"url\": \"<string>\",\n \"filters\": {\n \"keywords\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"title\": \"<string>\",\n \"company\": \"<string>\",\n \"school\": \"<string>\",\n \"network\": [],\n \"locations\": [\n \"<string>\"\n ],\n \"industries\": [\n \"<string>\"\n ],\n \"current_companies\": [\n \"<string>\"\n ],\n \"past_companies\": [\n \"<string>\"\n ],\n \"service_categories\": [\n \"<string>\"\n ],\n \"connections_of\": [\n \"<string>\"\n ],\n \"followers_of\": [\n \"<string>\"\n ],\n \"profile_languages\": [\n \"<string>\"\n ],\n \"open_to_volunteer\": true\n },\n \"page\": 50\n}"
response = http.request(request)
puts response.read_body{
"success": true,
"operation": "action",
"action": "<string>",
"item": "<unknown>",
"result": {
"rows": [
{
"ln_member_id": "<string>",
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>",
"full_name": "<string>",
"headline": "<string>",
"position": "<string>",
"company_name": "<string>",
"location": "<string>",
"avatar_url": "<string>",
"connection_degree": "<string>"
}
],
"paging": {
"page": 123,
"page_size": 123,
"has_more": true,
"total": 123
},
"data_request": {},
"commercial_use_limit_hit": true
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}linkedin_scraping
Scrape LinkedIn people search
One page of a regular LinkedIn people search, addressed EITHER by filters OR by a pasted search url: exactly one of the two, never both, never neither. Use filters when the agent composes the search itself, url for a search already built in the LinkedIn UI or for anything the filter vocabulary cannot express. Same engine and the same person rows either way; page on with paging.has_more. commercial_use_limit_hit true means LinkedIn’s monthly search paywall fired and rows may be truncated: switch to the Sales Navigator people tool or wait for the reset.
Contract:
- MCP tool
scrape_linkedin_search_people, registry packagemcp.linkedin/linkedin_scraping, mountlinkedin.scraping. - Operation
action, response envelopeaction. - Flags: none.
POST
/
api
/
linkedin-scraping
/
search-people
Scrape LinkedIn people search
curl --request POST \
--url https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people \
--header 'Authorization: Bearer <token>' \
--header 'Content-Type: application/json' \
--header 'Team-SID: <api-key>' \
--data '
{
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"url": "<string>",
"filters": {
"keywords": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"title": "<string>",
"company": "<string>",
"school": "<string>",
"network": [],
"locations": [
"<string>"
],
"industries": [
"<string>"
],
"current_companies": [
"<string>"
],
"past_companies": [
"<string>"
],
"service_categories": [
"<string>"
],
"connections_of": [
"<string>"
],
"followers_of": [
"<string>"
],
"profile_languages": [
"<string>"
],
"open_to_volunteer": true
},
"page": 50
}
'import requests
url = "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people"
payload = {
"linkedin_account_sid": "<string>",
"idempotency_key": "<string>",
"url": "<string>",
"filters": {
"keywords": "<string>",
"first_name": "<string>",
"last_name": "<string>",
"title": "<string>",
"company": "<string>",
"school": "<string>",
"network": [],
"locations": ["<string>"],
"industries": ["<string>"],
"current_companies": ["<string>"],
"past_companies": ["<string>"],
"service_categories": ["<string>"],
"connections_of": ["<string>"],
"followers_of": ["<string>"],
"profile_languages": ["<string>"],
"open_to_volunteer": True
},
"page": 50
}
headers = {
"Authorization": "Bearer <token>",
"Team-SID": "<api-key>",
"Content-Type": "application/json"
}
response = requests.post(url, json=payload, headers=headers)
print(response.text)const options = {
method: 'POST',
headers: {
Authorization: 'Bearer <token>',
'Team-SID': '<api-key>',
'Content-Type': 'application/json'
},
body: JSON.stringify({
linkedin_account_sid: '<string>',
idempotency_key: '<string>',
url: '<string>',
filters: {
keywords: '<string>',
first_name: '<string>',
last_name: '<string>',
title: '<string>',
company: '<string>',
school: '<string>',
network: [],
locations: ['<string>'],
industries: ['<string>'],
current_companies: ['<string>'],
past_companies: ['<string>'],
service_categories: ['<string>'],
connections_of: ['<string>'],
followers_of: ['<string>'],
profile_languages: ['<string>'],
open_to_volunteer: true
},
page: 50
})
};
fetch('https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people', options)
.then(res => res.json())
.then(res => console.log(res))
.catch(err => console.error(err));<?php
$curl = curl_init();
curl_setopt_array($curl, [
CURLOPT_URL => "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people",
CURLOPT_RETURNTRANSFER => true,
CURLOPT_ENCODING => "",
CURLOPT_MAXREDIRS => 10,
CURLOPT_TIMEOUT => 30,
CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
CURLOPT_CUSTOMREQUEST => "POST",
CURLOPT_POSTFIELDS => json_encode([
'linkedin_account_sid' => '<string>',
'idempotency_key' => '<string>',
'url' => '<string>',
'filters' => [
'keywords' => '<string>',
'first_name' => '<string>',
'last_name' => '<string>',
'title' => '<string>',
'company' => '<string>',
'school' => '<string>',
'network' => [
],
'locations' => [
'<string>'
],
'industries' => [
'<string>'
],
'current_companies' => [
'<string>'
],
'past_companies' => [
'<string>'
],
'service_categories' => [
'<string>'
],
'connections_of' => [
'<string>'
],
'followers_of' => [
'<string>'
],
'profile_languages' => [
'<string>'
],
'open_to_volunteer' => true
],
'page' => 50
]),
CURLOPT_HTTPHEADER => [
"Authorization: Bearer <token>",
"Content-Type: application/json",
"Team-SID: <api-key>"
],
]);
$response = curl_exec($curl);
$err = curl_error($curl);
curl_close($curl);
if ($err) {
echo "cURL Error #:" . $err;
} else {
echo $response;
}package main
import (
"fmt"
"strings"
"net/http"
"io"
)
func main() {
url := "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people"
payload := strings.NewReader("{\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"url\": \"<string>\",\n \"filters\": {\n \"keywords\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"title\": \"<string>\",\n \"company\": \"<string>\",\n \"school\": \"<string>\",\n \"network\": [],\n \"locations\": [\n \"<string>\"\n ],\n \"industries\": [\n \"<string>\"\n ],\n \"current_companies\": [\n \"<string>\"\n ],\n \"past_companies\": [\n \"<string>\"\n ],\n \"service_categories\": [\n \"<string>\"\n ],\n \"connections_of\": [\n \"<string>\"\n ],\n \"followers_of\": [\n \"<string>\"\n ],\n \"profile_languages\": [\n \"<string>\"\n ],\n \"open_to_volunteer\": true\n },\n \"page\": 50\n}")
req, _ := http.NewRequest("POST", url, payload)
req.Header.Add("Authorization", "Bearer <token>")
req.Header.Add("Team-SID", "<api-key>")
req.Header.Add("Content-Type", "application/json")
res, _ := http.DefaultClient.Do(req)
defer res.Body.Close()
body, _ := io.ReadAll(res.Body)
fmt.Println(string(body))
}HttpResponse<String> response = Unirest.post("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people")
.header("Authorization", "Bearer <token>")
.header("Team-SID", "<api-key>")
.header("Content-Type", "application/json")
.body("{\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"url\": \"<string>\",\n \"filters\": {\n \"keywords\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"title\": \"<string>\",\n \"company\": \"<string>\",\n \"school\": \"<string>\",\n \"network\": [],\n \"locations\": [\n \"<string>\"\n ],\n \"industries\": [\n \"<string>\"\n ],\n \"current_companies\": [\n \"<string>\"\n ],\n \"past_companies\": [\n \"<string>\"\n ],\n \"service_categories\": [\n \"<string>\"\n ],\n \"connections_of\": [\n \"<string>\"\n ],\n \"followers_of\": [\n \"<string>\"\n ],\n \"profile_languages\": [\n \"<string>\"\n ],\n \"open_to_volunteer\": true\n },\n \"page\": 50\n}")
.asString();require 'uri'
require 'net/http'
url = URI("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-people")
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true
request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Team-SID"] = '<api-key>'
request["Content-Type"] = 'application/json'
request.body = "{\n \"linkedin_account_sid\": \"<string>\",\n \"idempotency_key\": \"<string>\",\n \"url\": \"<string>\",\n \"filters\": {\n \"keywords\": \"<string>\",\n \"first_name\": \"<string>\",\n \"last_name\": \"<string>\",\n \"title\": \"<string>\",\n \"company\": \"<string>\",\n \"school\": \"<string>\",\n \"network\": [],\n \"locations\": [\n \"<string>\"\n ],\n \"industries\": [\n \"<string>\"\n ],\n \"current_companies\": [\n \"<string>\"\n ],\n \"past_companies\": [\n \"<string>\"\n ],\n \"service_categories\": [\n \"<string>\"\n ],\n \"connections_of\": [\n \"<string>\"\n ],\n \"followers_of\": [\n \"<string>\"\n ],\n \"profile_languages\": [\n \"<string>\"\n ],\n \"open_to_volunteer\": true\n },\n \"page\": 50\n}"
response = http.request(request)
puts response.read_body{
"success": true,
"operation": "action",
"action": "<string>",
"item": "<unknown>",
"result": {
"rows": [
{
"ln_member_id": "<string>",
"ln_id": "<string>",
"sn_id": "<string>",
"nickname": "<string>",
"full_name": "<string>",
"headline": "<string>",
"position": "<string>",
"company_name": "<string>",
"location": "<string>",
"avatar_url": "<string>",
"connection_degree": "<string>"
}
],
"paging": {
"page": 123,
"page_size": 123,
"has_more": true,
"total": 123
},
"data_request": {},
"commercial_use_limit_hit": true
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}{
"success": false,
"error": {
"code": "validation_failed",
"message": "<string>",
"recoverable": true,
"suggestion": "<string>",
"field_errors": {},
"blockers": [
{
"type": "<string>",
"severity": "hard",
"description": "<string>",
"entity_sid": "<string>",
"resolution": "<string>",
"resolution_hint": "<string>",
"count": 123
}
],
"context": {}
},
"meta": {
"trace_id": "<string>",
"span_id": "<string>",
"timestamp": "<string>",
"duration_ms": 1,
"debug_url": "<string>"
}
}Authorizations
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.
Team scope for tokens that do not carry one. Ignored when the token already names a team.
Body
application/json
Request body of scrape_linkedin_search_people.
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).
Required string length:
18Pattern:
^ln_ac_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.
Maximum string length:
128EXCLUSIVE 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/search/results/people/ : 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.
Maximum string length:
2048Pattern:
^https:\/\/www\.linkedin\.com\/search\/results\/people\/EXCLUSIVE with url: send filters OR url, never both (422) and never neither (422). Regular people-search filters. At least one member must be non-empty. Members are LinkedIn-ready wire values (passed through untranslated), except network, whose degrees the node maps onto LinkedIn codes. lookup = scrape_linkedin_param_id_lookup, and each id-bearing member names the type it takes.
Show child attributes
Show child attributes
LinkedIn page number, default 1; ONE page per call, so re-call with page + 1 while paging.has_more.
Required range:
1 <= x <= 100Response
action success envelope.