ai-job-apply
Rank #25,529glama/ajstars1/ai-job-apply
Enables AI agents to discover postings from watched company boards ranked by keyword fit, tailor and fact-check resumes against a source-cited profile, render ATS-readable PDFs, submit applications through the user's own browser, and track replies and follow-ups. All ranking, claim checking and email classification run as plain code, so LLM tokens are spent only on writing.
What you can do with ai-job-apply
ai-job-apply is a Model Context Protocol (MCP) server published by ajstars1. It ranks #25,529 of 154,470 active servers on MCP Toplist, and its repository has 1 GitHub stars. ai-job-apply is listed on Glama, with 3 release tags tracked from its GitHub repository. It was first listed on Oct 17, 2026 and most recently updated on Oct 17, 2026.
Not verifiedMCP Toplist has not yet written a checked profile for this server, so the paragraph above is assembled from registry data only. The repository README is the authority on what it does.
What ai-job-apply can and cannot do
Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.
What you need before using ai-job-apply
The registry listing declares no required environment variables or authentication. This is declared metadata, not a verified install — the repository README is the authority.
Declared by Glama, last synced Oct 20, 2026. Not independently verified by MCP Toplist.
No runtime, credential or payment requirements are recorded for this server beyond the declaration above.
Connect ai-job-apply and confirm it works
Install configuration unavailable. No registry publishes a machine-readable install config for this server — follow the repository README.
After adding the config, ask your client to list this server's tools. A tool list confirms the connection; an empty list or an error means the server did not start or needs credentials.
When to choose another server
No task-specific alternatives are catalogued for ai-job-applyyet; the list above is its publisher's other servers.
What changed, and when this was checked
- First listed
- Oct 17, 2026
- Latest release tag
- Oct 17, 2026
- Version history
- 3 release tags tracked (below)
- Requirements evidence
- Declared by Glama, last synced Oct 20, 2026. Not independently verified by MCP Toplist.
- Profile checked
- Not yet — purpose, capabilities and requirements above come from registry data only
- Ranking data as of
- Oct 20, 2026
- Glama ↗listed since Oct 17, 2026 · still listed
Do you maintain ai-job-apply? to correct or enrich this profile.
GitHub releases (3)
No registry surfaces explicit version metadata for this server. The list below shows release tags from the linked GitHub repository.
| Version | Published |
|---|---|
| v0.1.2 | Oct 17, 2026 |
| v0.1.1 | Oct 17, 2026 |
| v0.1.0 | Oct 17, 2026 |
Ranks ahead of 128,941 of 154,470 servers on MCP Toplist.
Show your rank
Maintain this server? Add the live rank badge to your README — it updates automatically as the leaderboard changes.
[](https://mcptoplist.com/server/glama%2Fajstars1%2Fai-job-apply)<a href="https://mcptoplist.com/server/glama%2Fajstars1%2Fai-job-apply"><img src="https://mcptoplist.com/badge/glama%2Fajstars1%2Fai-job-apply.svg" alt="MCP Toplist: Top 25% of 154,470" /></a>Variants: append ?metric=score or ?metric=stars to the image URL.
Frequently asked questions
- Who maintains ai-job-apply?
- ai-job-apply is maintained by ajstars1, which publishes 2 MCP servers (5 total versions) tracked on MCP Toplist.
- Is ai-job-apply listed on the Official MCP Registry?
- ai-job-apply is not on the Official MCP Registry. It is listed on Glama.
- How many versions does ai-job-apply have?
- No registry surfaces explicit version metadata for ai-job-apply; MCP Toplist tracks 3 release tags from its GitHub repository, most recently published on Oct 17, 2026.
- Where can I find the source code for ai-job-apply?
- The source code for ai-job-apply is hosted at github.com/ajstars1/ai-job-apply.
Do you run this server?
Community projects list the MCP servers behind real agents and apps. Publish yours and this page will link to it.