How do I install the gemsift mcp server?

Use a recorded configuration for your client, replace example credential values and paths, and verify the documented runtime. Restart or reconnect the client, then inspect the available tools.

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Gemsift MCP Server

AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.

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What is the Gemsift MCP Server?

AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT.

What it actually does

Gemsift is an AI resume-triage tool for recruiters. This MCP server connects your AI assistant directly to your own candidate pool, so you can screen, shortlist, and move candidates by chat. Drop in a pile of applicants and ask your AI who is actually worth a call, including the strong people a keyword filter would normally bury, with the reasons why. The recruiter always makes the final call.

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Compare MCP servers by category, or browse hosted MCP servers if you prefer an endpoint over a local process.

Maintainer setup documentation.

Recorded tools

Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.

Tool	What it does
list_positions	Your open roles with candidate counts
get_shortlist	Top candidates for a role, including hidden gems
get_candidate_analysis	Full parsed profile and per-role evaluations for one person
why_ranked	Why a candidate scores the way they do: matched, missing, transferable
list_trust_flags	Duplicate, consistency, and fraud signals in your pool
get_email_forwarding_address	A forwarding address to send resumes straight into the pool
create_position	Create a role from a job description
set_candidate_status	Move a candidate (shortlist, pass, and so on) by chat

How to install the Gemsift MCP Server

{
  "mcpServers": {
    "gemsift": {
      "url": "https://gemsift.com/api/mcp/mcp",
      "headers": { "Authorization": "Bearer <your-workspace-key>" }
    }
  }
}

Configuration as documented by the project. Restart the client after saving.

Example prompts to try

“Use Gemsift to list positions.”
“Use Gemsift to get shortlist.”
“Use Gemsift to get candidate analysis.”

Frequently asked questions

AI resume triage for recruiters. Query your candidate pool from Claude or ChatGPT. Confirm the tools offered by your installed version in the connected client. Tool availability and permissions depend on the server and account configuration.

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