In-depth architectural comparison of the Career Site Job Feed and Jdl MCP Server MCP servers. Compare execution transports, security boundaries, tool capabilities, quality scores, and ready-to-paste client installation snippets for Claude, Cursor, Windsurf, and VS Code.
At a Glance & Executive Verdict
Career Site Job Feed
Search & Data Extraction · Remote HTTP/SSE
Quality: 73/100 (Great) | Auth: API Key required
Jdl MCP Server
Search & Data Extraction · Local stdio
Quality: 63/100 (Good) | Auth: No auth required
Verdict Summary: Choose Career Site Job Feed if you need specialized Search & Data Extraction tools running via a hosted cloud SSE transport. Choose Jdl MCP Server if your workspace requires Search & Data Extraction integration with local subprocess execution. Both servers can be configured concurrently in your client's mcpServers manifest.
Which MCP Server Should You Choose?
C
Choose Career Site Job Feed when:
You need dedicated capabilities in the Search & Data Extraction domain.
You prefer remote streaming HTTP/SSE transport architecture.
Your security boundary fits: API Key required (Paid Service).
Primary tools included: Live ATS job-posting retrieval, Coverage of 27,681 company boards, Support for 10 applicant tracking systems.
Read job postings live from each employer's own applicant tracking system at run time —
Greenhouse, Lever, Workday, Ashby, Workable, SmartRecruiters, Breezy, Personio, Pinpoint and
Rippling. 27,681 company boards, one normalized schema, no stored index so a row cannot outlive
the posting.Remote MCP endpoint: https://mcp.apify.com/?tools=starbright_overlap/ats-job-feed
(the auto-generated snippet above shows the store page URL, not the MCP endpoint)
Search 1M+ enriched job listings from 20,000+ companies. Filter by skills, salary, location, seniority, remote type, and more. Free — 500 calls/day, no signup required. Also available as a remote MCP server at https://mcp.jobdatalake.com.
Tools & Capabilities Breakdown
Career Site Job Feed Tools (5)
Live ATS job-posting retrieval
Coverage of 27,681 company boards
Support for 10 applicant tracking systems
Normalized job-posting schema
No stored job index
Jdl MCP Server Tools (5)
search_jobs
Search 1M+ job listings from 20K+ companies. Supports keyword search, AI semantic search, filters for location, salary, remote type, seniority, skills, and more.
Ready-to-Paste Client Configurations
Paste either (or both) of these JSON server blocks into your client config file (e.g. claude_desktop_config.json or ~/.cursor/mcp.json).
Career Site Job Feed is categorized under Search & Data Extraction and uses a remote streaming HTTP/SSE transport. In contrast, Jdl MCP Server belongs to Search & Data Extraction using local stdio subprocess. Select Career Site Job Feed when you need capabilities focused on search & data extraction and Jdl MCP Server when you require tools for search & data extraction.
Get full details for a specific job listing including description, requirements, salary, and apply link. Use the job_handle ID from search_jobs results.
get_company
Get company profile including open job count, industry, size, and career page URL.
find_similar_jobs
Find jobs similar to a given job listing using AI vector similarity. Great for "more like this" discovery.
get_filter_options
Get available filter values (seniority levels, job functions, skills, etc.) with job counts. Useful for discovering what values to use in search filters.