Koskamo

PopCVs MCP

An official MCP server for PopCVs that allows AI assistants to import, tailor, ATS-check, and export resumes. It integrates with tools like Claude, ChatGPT, and Cursor, enabling users to manage their resume portfolio, score matches against job descriptions, and generate cover letters using their existing PopCVs account and credits.

Visit TheSampleCV

Endpoint and access

OAuth sign-in: the first time you connect, your client opens the vendor's own authorization prompt in a browser.

PopCVs MCP logo, by TheSampleCVVendor evidenceStreamable HTTPOAuth sign-inEndpoint checked 2026-11-01Operated by TheSampleCV
MCP endpoint (Streamable HTTP)
https://popcvs.com/api/mcp
Vendor documentation

What you can do with it

  • Import a resume from a PDF and run an ATS check
  • Score a resume against a specific job description
  • Tailor a resume to a job and export as PDF
  • Write a cover letter using a tailored resume

Source and maintenance

Vendor evidenceRegistry 1.0.0
mcp-registry: com.popcvs/popcvs@1.0.0Project website

Tools

Reported by the attributed source; not independently observed by Koskamo.

No tool definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
1185 ms
95th percentile latency
1185 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 1185 ms · metadata changed · refuses unauthenticated initialize (HTTP 401)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http popcvs-mcp https://popcvs.com/api/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add popcvs-mcp --url https://popcvs.com/api/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable popcvs-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "popcvs-mcp": {
      "url": "https://popcvs.com/api/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "popcvs-mcp": {
      "type": "streamableHttp",
      "url": "https://popcvs.com/api/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start popcvs-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "popcvs-mcp": {
      "type": "http",
      "url": "https://popcvs.com/api/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http popcvs-mcp https://popcvs.com/api/mcp

Claude Desktop

Merge this into claude_desktop_config.json (macOS: ~/Library/Application Support/Claude/, Windows: %APPDATA%\Claude\), then restart Claude Desktop.
Claude Desktop configuration
{
  "mcpServers": {
    "popcvs-mcp": {
      "url": "https://popcvs.com/api/mcp"
    }
  }
}

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "popcvs-mcp": {
      "serverUrl": "https://popcvs.com/api/mcp"
    }
  }
}

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Do you run PopCVs MCP?

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