MCP.Market

JobSpy MCP server

by speedyapply·io.github.speedyapply/jobspy·v1.4.1·4.6k stars
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Search LinkedIn, Indeed, ZipRecruiter, Glassdoor and regional job boards

A94/100grade A
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Safety scan
A94/100

full report

Adoption
Established

4.6k stars430 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

JobSpy tools

No tool declarations could be read from the package source. They show once the server is installed.

Public scan report

scanner v0.1.10 · 2026-10-25 · same rubric, same numbers if you re-run it

no findings
  • Code scan2 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitylocal package, no credentials required12/15
  • Maintenancelast push 2 days ago15/15
  • Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
Overall 94/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How JobSpy compares

Against every graded Sales and outbound MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
94/100
higher than 91% of 818 Sales and outbound servers
GitHub stars
4,556
more than 100% of 395 Sales and outbound servers
Downloads a week
430
more than 88% of 144 Sales and outbound servers with a package

Install JobSpy in Claude Code, Cursor or VS Code

claude mcp add jobspy -- uvx mcp-jobspy
Add to Cursor

What the publisher says

From the JobSpy repository's README, as published. We do not edit it. Read it on GitHub

JobSpy is a job scraping library that aggregates jobs from popular job boards with one tool:

  • Scrapes job postings from LinkedIn, Indeed, Glassdoor, ZipRecruiter, Bayt, Naukri, BDJobs & HelloWork concurrently
  • Aggregates the job postings in a dataframe
  • Proxy support to bypass blocking

Installation

pip install -U python-jobspy

Python version >= 3.10 required

Usage

from jobspy import scrape_jobs

jobs = scrape_jobs(
    site_name=["indeed", "linkedin", "zip_recruiter", "glassdoor"],  # also "bayt", "naukri", "bdjobs", "hellowork"
    search_term="software engineer",
    location="San Francisco, CA",
    results_wanted=20,
    hours_old=72,
    country_indeed="USA",
    # fetch_description=True,  # read each job's page on boards whose search results have no description (slower)
    # proxies=["user:pass@host:port", "localhost"],
)
print(f"Found {len(jobs)} jobs")
print(jobs.head())
jobs.to_csv("jobs.csv", index=False)

Output

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

JobSpy: common questions

Is JobSpy MCP server safe?
Yes, by our scan: it is graded A (94/100). Read the JobSpy safety report
How do I install JobSpy?
It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does JobSpy need an API key?
Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is JobSpy maintained?
The last commit was 2 days ago (2026-10-23). The latest release is v1.4.1.
What can I use instead of JobSpy?
Servers from other publishers that do the same job: Linkedin Company Employees MCP server, NotFair MCP server and HeyLead — AI agent for LinkedIn outreach MCP server.
How does JobSpy compare with other Sales and outbound MCP servers?
safety score 94/100 (higher than 91% of 818 Sales and outbound servers); github stars 4,556 (more than 100% of 395 Sales and outbound servers); downloads a week 430 (more than 88% of 144 Sales and outbound servers with a package). Full comparison.

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