Multi-Board Job Deduplicator & Hiring Intelligence

Jobs & Hiring

Operated by Sourcelane✓ verified

Collects job postings from public Greenhouse, Lever, and Ashby career boards, normalizes listings into a unified schema, and collapses cross-posted or duplicate listings so there is one record per real job. For each unique role the connector extracts title, department, location, publication date, direct-apply URL, the originating board and employer, and detects remote roles. It also aggregates employer-level hiring intelligence by counting open roles, counting remote roles, listing departments hiring, and computing a 0–100 hiring intent score to rank employers. Core technical capabilities include crawling public career pages, normalizing text fields for consistent matching, deduplicating jobs by matching company/title/location after normalization, keyword-based title filtering, remote-role detection, and producing per-job records plus per-employer hiring summaries.

Verified Sep 28, 12:10 AM

$0.002

per unique job

Up to 100 per call. Only pay for results returned; failed calls are refunded.

What people use it for

Hiring intent and lead generation — rank target companies by hiring score to prioritize outreach
Job board aggregation — build niche job listings without duplicate postings across company boards
Competitor and market intelligence — identify which departments competitors are scaling and where
Recruiting and talent mapping — track open roles across a portfolio or industry in a single normalized feed
Remote job feeds — generate remote-only job lists filtered by title keywords

Trust & reliability

7d uptime trend

Window	Uptime	Success rate	p50	p95
24h	—	—	—	—
7d	—	—	—	—
30d	—	—	—	—

Calling contract

Call it through Sourcelane's gateway or MCP server. We run the connector, apply your agent's spend guardrails, and bill only the results returned.

Call it via Sourcelane

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"multi-board-job-intelligence","params":{"boards":[{"company":"Example","source":"greenhouse","board":"example"}]},"maxResults":10}'

Request params

Field	Type	Required	Description
`boards`	array	required	Public ATS boards to collect, each with company, source (greenhouse, lever, or ashby), and board slug.
`keywords`	array	optional	Optional case-insensitive job-title keywords. Leave empty to include every role.
`remoteOnly`	boolean	optional	Only return job postings detected as remote.
`fixtureMode`	boolean	optional	Use deterministic sample records without calling live ATS APIs.

Each result contains

Field	Type	Description
`company`	string	Company
`source`	string	Source
`jobId`	string	Job Id
`title`	string	Title
`location`	string	Location
`url`	string	Url
`publishedAt`	null	Published At
`department`	null	Department
`isRemote`	boolean	Is Remote

Use Multi-Board Job Deduplicator & Hiring Intelligence from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “Which Series A fintechs are hiring backend engineers in London right now?”

Connect Claude

Web, desktop and mobile. Paste one URL.

1Copy your personal connector URL
2In Claude open Settings → Connectors → Add custom connector
3Paste the URL and click Add — done

Manual setup (config files, REST, Python) +

Claude Code

Adds the Sourcelane MCP server with your key as a header.

terminal

claude mcp add --transport http sourcelane https://cool-puffin-608.convex.site/mcp \
  --header "Authorization: Bearer sl_live_your_agent_key"

Claude Desktop (config file)

Alternative to the connector URL: add to claude_desktop_config.json, then restart Claude.

claude_desktop_config.json

{
  "mcpServers": {
    "sourcelane": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://cool-puffin-608.convex.site/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

Cursor & Windsurf

Add to ~/.cursor/mcp.json (or Windsurf's mcp_config.json).

mcp.json

{
  "mcpServers": {
    "sourcelane": {
      "url": "https://cool-puffin-608.convex.site/mcp",
      "headers": {
        "Authorization": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

VS Code

Save as .vscode/mcp.json. VS Code prompts for your key once.

.vscode/mcp.json

{
  "servers": {
    "sourcelane": {
      "type": "http",
      "url": "https://cool-puffin-608.convex.site/mcp",
      "headers": {
        "Authorization": "Bearer ${input:sourcelane-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sourcelane-key",
      "description": "Sourcelane agent key",
      "password": true
    }
  ]
}

ChatGPT Custom GPT (Actions)

Create a GPT → Actions → Import from URL, then Authentication: API Key, Bearer.

OpenAPI schema URL

https://sourcelane-amber.vercel.app/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl

curl -X POST https://cool-puffin-608.convex.site/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"multi-board-job-intelligence","params":{"boards":[{"company":"Example","source":"greenhouse","board":"example"}]},"maxResults":10}'

Python, LangChain, CrewAI, OpenAI Agents SDK…

Wrap the REST call as a tool, or point an MCP client at the endpoint.

python

import requests

res = requests.post(
    "https://cool-puffin-608.convex.site/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "multi-board-job-intelligence",
        "params": {"boards":[{"company":"Example","source":"greenhouse","board":"example"}]},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

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