MCP tool
who_is_hiring_for
WHEN an agent needs to FIND the companies worth working -- the sourcing step, before it knows which companies exist. Reverse who's-hiring-for {role, geo} search: companies with active reqs matching `role`/`geo`/`since`, deduped by company, keyset-paginated via `cursor`. `role` is free text matched against the posting title, not an id. `geo` is resolved to a stored country before matching; an unresolvable one is an explicit error, never a quietly partial page. `limit` is bounded -- page through the full set with `cursor` instead of raising it. Billed per company returned (~0.10 USD each) -- an empty result bills nothing. role="backend engineer", geo="USA" -> the companies with matching active reqs, each with its pulse and its matched reqs. geo="Atlantis" -> an explicit unresolvable-country error rather than an empty page. No key yet? On the hosted HTTP endpoint the first calls are free: pass `plane_api_key` as an empty string and the search runs on a shared demo credential -- a smaller page, billed to nobody -- until a per-IP limit is reached, after which the answer becomes a signup link whose minted key finishes this exact search. On any other transport a blank key answers with that signup link straight away. Already holding a company_id and only need a yes/no? Use `is_hiring`.
Read from com.reqbeat/hiring-signals v1.1.2 on September 14, 2026 at 00:11 UTC · Refreshed every 3 hours
Connect
Reqbeat Hiring Signals is a remote MCP server over streamable HTTP. Paste this into your client's server config, replacing the placeholder with your own key:
{
"url": "https://mcp.reqbeat.com/mcp",
"headers": {
"X-API-Key": "YOUR_REQBEAT_API_KEY"
}
}
Or connect with no key at all. Same endpoint — leaving the
X-API-Key header off runs
the read tools in a rate-limited demo mode:
{
"url": "https://mcp.reqbeat.com/mcp"
}
Endpoint https://mcp.reqbeat.com/mcp, authenticated
with the X-API-Key request header.
Input schema
{
"properties": {
"role": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Role"
},
"geo": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Geo"
},
"since": {
"anyOf": [
{
"format": "date-time",
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Since"
},
"cursor": {
"anyOf": [
{
"type": "integer"
},
{
"type": "null"
}
],
"default": null,
"title": "Cursor"
},
"limit": {
"default": 20,
"title": "Limit",
"type": "integer"
},
"idempotency_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"title": "Idempotency Key"
},
"plane_api_key": {
"anyOf": [
{
"type": "string"
},
{
"type": "null"
}
],
"default": null,
"description": "Deprecated: pass the key in the `X-API-Key` header, or omit the header for demo mode. Removed in 1.2.",
"title": "Plane Api Key"
}
},
"title": "who_is_hiring_forArguments",
"type": "object"
}Calling it
Request
{
"name": "who_is_hiring_for",
"arguments": {
"role": "backend engineer",
"geo": "USA",
"limit": 5,
"plane_api_key": ""
}
}Response
Captured against the live server on this build — not written by hand, and not an example. Run the request above and you get the same shape.
{
"content": [
{
"type": "text",
"text": "{\n \"demo_notice\": \"Demo mode (no API key): 5 of 5 results shown. Full access: https://reqbeat.com\",\n \"mode\": \"demo\",\n \"companies\": [\n {\n \"company_id\": 643,\n \"company_domain\": \"systemone.com\",\n \"pulse\": {\n \"is_hiring\": {\n \"value\": true,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.313430+00:00\"\n },\n \"open_req_count\": {\n \"value\": 254,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.313430+00:00\"\n },\n \"new_roles_30d\": {\n \"value\": 270,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.313430+00:00\"\n },\n \"velocity\": {\n \"value\": 270.0,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.313430+00:00\"\n },\n \"direction\": {\n \"value\": \"up\",\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.313430+00:00\"\n },\n \"is_surge\": {\n \"value\": true,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.313430+00:00\"\n },\n \"by_function\": {\n \"10ba3132-f793-4903-a110-aec107560393.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 8,\n \"10ba3132-f793-4903-a110-aec107560393.320abde2-e346-45ab-a8fa-ae1c6e6bf2f6\": 1,\n \"10ba3132-f793-4903-a110-aec107560393.5c88b5c6-8d2d-54bc-831e-7f9854af530a\": 3,\n \"10ba3132-f793-4903-a110-aec107560393.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 16,\n \"11116e73-1c03-5de6-9130-5f9925ae8ab4\": 3,\n \"2b2bbea5-bee3-5fc3-818b-7a611c2d0104.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 3,\n \"2b2bbea5-bee3-5fc3-818b-7a611c2d0104.11a4188d-812b-5811-8f76-8ac1b0ab2383\": 2,\n \"2b2bbea5-bee3-5fc3-818b-7a611c2d0104.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"2b2bbea5-bee3-5fc3-818b-7a611c2d0104.8ce0f9c4-539a-5ff9-ad42-996655260351\": 1,\n \"2b2bbea5-bee3-5fc3-818b-7a611c2d0104.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 26,\n \"3571b52b-ac60-58f9-b769-9affa0174f93.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 2,\n \"35a729a4-8e24-56b7-a600-64ff8232b80a\": 1,\n \"4219a752-4516-4f80-9214-8b1ca42c58cb.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 1,\n \"4219a752-4516-4f80-9214-8b1ca42c58cb.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"4219a752-4516-4f80-9214-8b1ca42c58cb.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 2,\n \"4ea91c10-9aef-52f6-a422-85d0f1e8c5cb.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 3,\n \"54f81306-3000-5c4a-a088-dca4350b19ff\": 7,\n \"54f81306-3000-5c4a-a088-dca4350b19ff.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 2,\n \"54f81306-3000-5c4a-a088-dca4350b19ff.11a4188d-812b-5811-8f76-8ac1b0ab2383\": 2,\n \"54f81306-3000-5c4a-a088-dca4350b19ff.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 3,\n \"54f81306-3000-5c4a-a088-dca4350b19ff.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 91,\n \"55d4f86a-f841-4dcb-9317-23588467add4.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 1,\n \"72378e8a-e607-539a-a35e-3a132addb20c.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 1,\n \"72378e8a-e607-539a-a35e-3a132addb20c.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 1,\n \"c41b51e0-6723-40ee-8831-bd0ea2e70781.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 6,\n \"c41b51e0-6723-40ee-8831-bd0ea2e70781.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 4,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 2,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.35a729a4-8e24-56b7-a600-64ff8232b80a\": 1,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 6,\n \"df34e99c-c816-43e3-b37e-898fa2de5b29.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 1,\n \"df34e99c-c816-43e3-b37e-898fa2de5b29.11a4188d-812b-5811-8f76-8ac1b0ab2383\": 1,\n \"df34e99c-c816-43e3-b37e-898fa2de5b29.2d9eda27-eb13-5ed5-8236-7611d1665067\": 1,\n \"df34e99c-c816-43e3-b37e-898fa2de5b29.5ec7c80f-18a1-5abd-a98b-a62909a774d7\": 1,\n \"df34e99c-c816-43e3-b37e-898fa2de5b29.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 3,\n \"e9484440-d22a-5fbb-a4e6-130d541a01e9\": 7,\n \"fcfced89-70ca-4089-b77d-21cda8d1b487.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 2,\n \"unspecified\": 36\n },\n \"momentum\": [],\n \"as_of\": \"2026-09-14T00:12:47.313430+00:00\"\n },\n \"matched_reqs\": [\n {\n \"title\": \"Backend developer (Java)\",\n \"raw_title\": \"Lead Java Backend Engineer - AWS Cloud Migration\",\n \"function\": \"54f81306-3000-5c4a-a088-dca4350b19ff.e9484440-d22a-5fbb-a4e6-130d541a01e9\",\n \"country\": \"United States\",\n \"first_seen\": \"2026-08-27T00:00:00+00:00\",\n \"boards\": [\n \"dice\"\n ]\n },\n {\n \"title\": \"Software developer\",\n \"raw_title\": \"Software Engineer Lead - Backend\",\n \"function\": \"54f81306-3000-5c4a-a088-dca4350b19ff.e9484440-d22a-5fbb-a4e6-130d541a01e9\",\n \"country\": \"United States\",\n \"first_seen\": \"2026-08-27T00:00:00+00:00\",\n \"boards\": [\n \"careerbuilder\"\n ]\n }\n ]\n },\n {\n \"company_id\": 1090,\n \"company_domain\": \"corporate.visa.com\",\n \"pulse\": {\n \"is_hiring\": {\n \"value\": true,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.408452+00:00\"\n },\n \"open_req_count\": {\n \"value\": 104,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.408452+00:00\"\n },\n \"new_roles_30d\": {\n \"value\": 104,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.408452+00:00\"\n },\n \"velocity\": {\n \"value\": 104.0,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.408452+00:00\"\n },\n \"direction\": {\n \"value\": \"up\",\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.408452+00:00\"\n },\n \"is_surge\": {\n \"value\": true,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.408452+00:00\"\n },\n \"by_function\": {\n \"10ba3132-f793-4903-a110-aec107560393.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 9,\n \"10ba3132-f793-4903-a110-aec107560393.11a4188d-812b-5811-8f76-8ac1b0ab2383\": 2,\n \"10ba3132-f793-4903-a110-aec107560393.63bf1fba-f7f1-54ae-8cee-9b0b988b2c3f\": 2,\n \"10ba3132-f793-4903-a110-aec107560393.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"10ba3132-f793-4903-a110-aec107560393.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 3,\n \"11116e73-1c03-5de6-9130-5f9925ae8ab4\": 4,\n \"11a4188d-812b-5811-8f76-8ac1b0ab2383\": 1,\n \"2b2bbea5-bee3-5fc3-818b-7a611c2d0104.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"2b2bbea5-bee3-5fc3-818b-7a611c2d0104.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 3,\n \"3571b52b-ac60-58f9-b769-9affa0174f93.0b3e0157-a84a-5018-ace2-52e79c78cc94\": 1,\n \"3571b52b-ac60-58f9-b769-9affa0174f93.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 9,\n \"3571b52b-ac60-58f9-b769-9affa0174f93.35a729a4-8e24-56b7-a600-64ff8232b80a\": 1,\n \"3571b52b-ac60-58f9-b769-9affa0174f93.63bf1fba-f7f1-54ae-8cee-9b0b988b2c3f\": 1,\n \"3571b52b-ac60-58f9-b769-9affa0174f93.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"516e833a-4926-5edc-b42e-f5d8f59dbee7.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 1,\n \"539d1167-132b-5766-933d-684c69fb1cd9.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 3,\n \"539d1167-132b-5766-933d-684c69fb1cd9.63bf1fba-f7f1-54ae-8cee-9b0b988b2c3f\": 2,\n \"539d1167-132b-5766-933d-684c69fb1cd9.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"54f81306-3000-5c4a-a088-dca4350b19ff.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 2,\n \"54f81306-3000-5c4a-a088-dca4350b19ff.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"54f81306-3000-5c4a-a088-dca4350b19ff.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 28,\n \"55d4f86a-f841-4dcb-9317-23588467add4.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 1,\n \"63bf1fba-f7f1-54ae-8cee-9b0b988b2c3f\": 1,\n \"7fe41188-fa81-48b6-9dbf-fa3eb44cc20a.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 3,\n \"7fe41188-fa81-48b6-9dbf-fa3eb44cc20a.35a729a4-8e24-56b7-a600-64ff8232b80a\": 1,\n \"c41b51e0-6723-40ee-8831-bd0ea2e70781.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 1,\n \"c41b51e0-6723-40ee-8831-bd0ea2e70781.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.0b3e0157-a84a-5018-ace2-52e79c78cc94\": 1,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.11116e73-1c03-5de6-9130-5f9925ae8ab4\": 3,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.11a4188d-812b-5811-8f76-8ac1b0ab2383\": 1,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.35a729a4-8e24-56b7-a600-64ff8232b80a\": 1,\n \"dc8f3aa5-f5d2-4b14-a23f-500e25a2bdba.e9484440-d22a-5fbb-a4e6-130d541a01e9\": 2,\n \"e4e86fc4-0279-518d-8f1a-79d6bab08113.666bbc5e-03c4-55d0-b8b6-6413dc120071\": 1,\n \"e9484440-d22a-5fbb-a4e6-130d541a01e9\": 2,\n \"unspecified\": 8\n },\n \"momentum\": [\n {\n \"bucket_start\": \"2026-08-31T00:00:00\",\n \"open_req_count\": 19\n },\n {\n \"bucket_start\": \"2026-09-07T00:00:00\",\n \"open_req_count\": 111\n }\n ],\n \"as_of\": \"2026-09-14T00:12:47.408452+00:00\"\n },\n \"matched_reqs\": [\n {\n \"title\": \"Software developer\",\n \"raw_title\": \"Backend Senior Software Engineer\",\n \"function\": \"54f81306-3000-5c4a-a088-dca4350b19ff.e9484440-d22a-5fbb-a4e6-130d541a01e9\",\n \"country\": \"United States\",\n \"first_seen\": \"2026-08-25T00:00:00+00:00\",\n \"boards\": [\n \"careerbuilder\"\n ]\n }\n ]\n },\n {\n \"company_id\": 1249,\n \"company_domain\": \"l3harris.com\",\n \"pulse\": {\n \"is_hiring\": {\n \"value\": true,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.464069+00:00\"\n },\n \"open_req_count\": {\n \"value\": 117,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.464069+00:00\"\n },\n \"new_roles_30d\": {\n \"value\": 132,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.464069+00:00\"\n },\n \"velocity\": {\n \"value\": 132.0,\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.464069+00:00\"\n },\n \"direction\": {\n \"value\": \"up\",\n \"source_board\": null,\n \"observed_at\": \"2026-09-14T00:12:47.464069+00:00\"\n },\n \"is_surge\": {\n \"value\": true,\n \"source_board\": null,\n 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}
],
"isError": false
}