Gemsift Mcp

io.github.erashev-fedorPublished by GitHub account erashev-fedorv1.0.0Updated Oct 24, 2026

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

VerifiedStreamable HTTPWeb executableProductivity & WorkflowBusiness & Commerce

Overview

AI-generated overview

Gemsift is a hosted MCP server that lets an AI assistant query a recruiter's candidate pool to screen, shortlist and move applicants by chat.

What you can do
List open roles with candidate counts and get shortlists for a role, including hidden gems a keyword filter would miss. Read a candidate's parsed profile and per-role evaluations, and see why they ranked as they did (matched, missing, transferable). Check the pool for duplicate, consistency and fraud signals. Create a role from a job description and get a forwarding address for sending resumes into the pool. Move candidates between statuses such as shortlist or pass.
When to use it
Useful for individual or agency recruiters and small in-house hiring teams doing their own first-pass screening who want to ask an assistant who is worth a call, why someone ranked where they did, or to move candidates along without leaving the chat.
Requirements
A hosted remote endpoint; no install. A Gemsift account and a per-workspace key from the account settings, sent as an Authorization bearer header. Network access to the service.
Before you install
The workspace key is a secret sent in the Authorization header and grants access to your candidate pool. Tools can create roles and change candidate statuses, so assistant actions modify recruiting data. Candidate profiles and evaluations are sent to the AI assistant you connect.

Installation

In SourceWeft

  1. Open Gemsift Mcp in the dashboard and add it to a workspace.
  2. Connect Authorization token credentials. They are stored privately and never shown on public pages.
  3. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/io.github.erashev-fedor%2Fgemsift-mcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "gemsift": {
      "type": "http",
      "url": "https://gemsift.com/api/mcp/mcp",
      "headers": {
        "Authorization": "Bearer <YOUR_TOKEN>"
      }
    }
  }
}

README

Gemsift MCP Server

Query your recruiting pipeline from Claude or ChatGPT.

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.

Who it's for

Individual and agency recruiters, and small in-house hiring teams who do their own first-pass screening, drown in inbound applications, and do not want to lose a good candidate just because they look weak on paper.

What you can do (ask your AI things like)

  • "Show me the shortlist for my Backend Engineer role, and flag any hidden gems."
  • "Why is Maria ranked above the other candidates for this position?"
  • "Any duplicate or suspicious applications in my pool right now?"
  • "Create a role from this job description and tell me who already fits."
  • "Move James to shortlist and pass on the rest for the Designer role."

Connect

Hosted, remote server. No install. You authenticate with a per-workspace key from your Gemsift account: gemsift.com → Settings → Connect AI.

  • Streamable HTTP: https://gemsift.com/api/mcp/mcp
  • SSE (legacy): https://gemsift.com/api/mcp/sse
  • Auth header: Authorization: Bearer <your-workspace-key>
json
{  "mcpServers": {    "gemsift": {      "url": "https://gemsift.com/api/mcp/mcp",      "headers": { "Authorization": "Bearer <your-workspace-key>" }    }  }}

Tools

ToolWhat it does
list_positionsYour open roles with candidate counts
get_shortlistTop candidates for a role, including hidden gems
get_candidate_analysisFull parsed profile and per-role evaluations for one person
why_rankedWhy a candidate scores the way they do: matched, missing, transferable
list_trust_flagsDuplicate, consistency, and fraud signals in your pool
get_email_forwarding_addressA forwarding address to send resumes straight into the pool
create_positionCreate a role from a job description
set_candidate_statusMove a candidate (shortlist, pass, and so on) by chat

How it is different

Most screeners rank against keywords and quietly drop everyone below a threshold. Gemsift does the opposite: it surfaces the strong people who read weak on paper, unifies applicants from every source into one pool, removes duplicates, and flags likely fraud, all with the reasoning visible so you can trust or overrule it.

Learn more and get a key: https://gemsift.com

Source: README.md at commit fb1cdfd

Tools

0
SourceWeft has not read this server's tools yet.

Version history

1
  1. v1.0.0LatestSep 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts

    Answer tools/list without a credential, or ship a package that starts in a sandbox without one.

  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts
  • License10 pts

    Declare a license in the repository or the registry entry.