Scrape service providers

curl --request POST \
  --url https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --header 'Team-SID: <api-key>' \
  --data '
{
  "filters": {
    "keywords": "<string>",
    "service_categories": [
      "<string>"
    ],
    "locations": [
      "<string>"
    ]
  },
  "linkedin_account_sid": "<string>",
  "idempotency_key": "<string>",
  "page": 50
}
'

import requests

url = "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers"

payload = {
    "filters": {
        "keywords": "<string>",
        "service_categories": ["<string>"],
        "locations": ["<string>"]
    },
    "linkedin_account_sid": "<string>",
    "idempotency_key": "<string>",
    "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({
    filters: {
      keywords: '<string>',
      service_categories: ['<string>'],
      locations: ['<string>']
    },
    linkedin_account_sid: '<string>',
    idempotency_key: '<string>',
    page: 50
  })
};

fetch('https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers', 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-service-providers",
  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([
    'filters' => [
        'keywords' => '<string>',
        'service_categories' => [
                '<string>'
        ],
        'locations' => [
                '<string>'
        ]
    ],
    'linkedin_account_sid' => '<string>',
    'idempotency_key' => '<string>',
    '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-service-providers"

	payload := strings.NewReader("{\n  \"filters\": {\n    \"keywords\": \"<string>\",\n    \"service_categories\": [\n      \"<string>\"\n    ],\n    \"locations\": [\n      \"<string>\"\n    ]\n  },\n  \"linkedin_account_sid\": \"<string>\",\n  \"idempotency_key\": \"<string>\",\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-service-providers")
  .header("Authorization", "Bearer <token>")
  .header("Team-SID", "<api-key>")
  .header("Content-Type", "application/json")
  .body("{\n  \"filters\": {\n    \"keywords\": \"<string>\",\n    \"service_categories\": [\n      \"<string>\"\n    ],\n    \"locations\": [\n      \"<string>\"\n    ]\n  },\n  \"linkedin_account_sid\": \"<string>\",\n  \"idempotency_key\": \"<string>\",\n  \"page\": 50\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers")

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  \"filters\": {\n    \"keywords\": \"<string>\",\n    \"service_categories\": [\n      \"<string>\"\n    ],\n    \"locations\": [\n      \"<string>\"\n    ]\n  },\n  \"linkedin_account_sid\": \"<string>\",\n  \"idempotency_key\": \"<string>\",\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": {}
  },
  "meta": {
    "trace_id": "<string>",
    "span_id": "<string>",
    "timestamp": "<string>",
    "duration_ms": 1,
    "debug_url": "<string>"
  },
  "credits": {
    "charged": 1,
    "balance_after": 1
  }
}

{
  "success": false,
  "error": {
    "message": "<string>",
    "recoverable": true,
    "suggestion": "<string>",
    "field_errors": {},
    "blockers": [
      {
        "type": "<string>",
        "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": {
    "message": "<string>",
    "recoverable": true,
    "suggestion": "<string>",
    "field_errors": {},
    "blockers": [
      {
        "type": "<string>",
        "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 service providers

Search LinkedIn’s service-provider marketplace (freelancers and agencies) by filters. Returns the same person previews as the people search: the services screen carries no ratings or service labels in its results, only provider profiles. 2 credits per page. Filters are keywords plus LinkedIn’s own numeric service-category and geo ids; anything else on that screen is reachable by pasting the UI URL into the by-url twin.

Contract:

MCP tool scrape_linkedin_search_service_providers, registry package mcp.linkedin/linkedin_scraping, mount linkedin.scraping.
Operation action, response envelope action.
Flags: creditable: the response carries a credits block and the call can debit the team ledger.

POST

api

linkedin-scraping

search-service-providers

Scrape service providers

curl --request POST \
  --url https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --header 'Team-SID: <api-key>' \
  --data '
{
  "filters": {
    "keywords": "<string>",
    "service_categories": [
      "<string>"
    ],
    "locations": [
      "<string>"
    ]
  },
  "linkedin_account_sid": "<string>",
  "idempotency_key": "<string>",
  "page": 50
}
'

import requests

url = "https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers"

payload = {
    "filters": {
        "keywords": "<string>",
        "service_categories": ["<string>"],
        "locations": ["<string>"]
    },
    "linkedin_account_sid": "<string>",
    "idempotency_key": "<string>",
    "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({
    filters: {
      keywords: '<string>',
      service_categories: ['<string>'],
      locations: ['<string>']
    },
    linkedin_account_sid: '<string>',
    idempotency_key: '<string>',
    page: 50
  })
};

fetch('https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers', 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-service-providers",
  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([
    'filters' => [
        'keywords' => '<string>',
        'service_categories' => [
                '<string>'
        ],
        'locations' => [
                '<string>'
        ]
    ],
    'linkedin_account_sid' => '<string>',
    'idempotency_key' => '<string>',
    '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-service-providers"

	payload := strings.NewReader("{\n  \"filters\": {\n    \"keywords\": \"<string>\",\n    \"service_categories\": [\n      \"<string>\"\n    ],\n    \"locations\": [\n      \"<string>\"\n    ]\n  },\n  \"linkedin_account_sid\": \"<string>\",\n  \"idempotency_key\": \"<string>\",\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-service-providers")
  .header("Authorization", "Bearer <token>")
  .header("Team-SID", "<api-key>")
  .header("Content-Type", "application/json")
  .body("{\n  \"filters\": {\n    \"keywords\": \"<string>\",\n    \"service_categories\": [\n      \"<string>\"\n    ],\n    \"locations\": [\n      \"<string>\"\n    ]\n  },\n  \"linkedin_account_sid\": \"<string>\",\n  \"idempotency_key\": \"<string>\",\n  \"page\": 50\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://app.gtm-api.com/linkedin/v4/api/linkedin-scraping/search-service-providers")

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  \"filters\": {\n    \"keywords\": \"<string>\",\n    \"service_categories\": [\n      \"<string>\"\n    ],\n    \"locations\": [\n      \"<string>\"\n    ]\n  },\n  \"linkedin_account_sid\": \"<string>\",\n  \"idempotency_key\": \"<string>\",\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": {}
  },
  "meta": {
    "trace_id": "<string>",
    "span_id": "<string>",
    "timestamp": "<string>",
    "duration_ms": 1,
    "debug_url": "<string>"
  },
  "credits": {
    "charged": 1,
    "balance_after": 1
  }
}

{
  "success": false,
  "error": {
    "message": "<string>",
    "recoverable": true,
    "suggestion": "<string>",
    "field_errors": {},
    "blockers": [
      {
        "type": "<string>",
        "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": {
    "message": "<string>",
    "recoverable": true,
    "suggestion": "<string>",
    "field_errors": {},
    "blockers": [
      {
        "type": "<string>",
        "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

Authorization

string

header

required

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-SID

string

header

required

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_service_providers.

filters

object

required

Service-provider marketplace filters. At least one member must be non-empty. Anything these three cannot express is reachable by pasting the UI URL into scrape_linkedin_search_service_providers_by_url.

Show child attributes

linkedin_account_sid

string | null

Preferred executor account (ln_ac_…). OPTIONAL everywhere on this surface: omitted → platform pool + credits (reason infra_pool); given with scraping-bucket budget → own account, charged 0; given but the bucket is saturated/held → automatic pool fallback (reason limit_fallback), never a 429 (§9.5).

Required string length: 18

Pattern: ^ln_ac_

idempotency_key

string | null

Ledger replay guard: a repeat call with the same (team, key) returns the stored outcome; no re-execution, no double charge. Recommended on every paid call.

Maximum string length: 128

page

integer

Default 1.

Required range: 1 <= x <= 100

Response

action success envelope.

success

enum<boolean>

required

Available options:

true

operation

enum<string>

required

Available options:

action

action

string

required

kebab-case verb; matches the route segment.

item

any

required

result

object

required

Show child attributes

Overview

LinkedIn API

ID and Teams API

Orchestration API

Scrape service providers

Authorizations

Body

Response