Recruiter Kit

What it is

Turn a role into a search, screen what comes back against requirements you wrote down first, and produce a ranked slate where each position carries its evidence and what is missing. The rubric is built from the job only, and the instructions refuse to score on anything a candidate cannot change.

Who it is for

• An in-house recruiter or a hiring founder sourcing from LinkedIn who needs the shortlist to survive a conversation with the hiring manager.

Capabilities

Each of these is one atomic thing the product can do, and each names what performs it. A capability fulfilled by a tool maps onto a tool the MCP endpoint serves today — follow the link and you can read the exact request it makes and what comes back.

One capability is marked planned: nothing fulfils it today. It is listed because the roadmap should be visible, and it does not run when you install this.

A worked example

Lifted from the kit’s own EXAMPLES.md — The search. Field names are real. Values are illustrative — nobody here is a real candidate.

{ "jsonrpc": "2.0", "id": 1, "method": "tools/call",
  "params": { "name": "search_linkedin_people",
              "arguments": { "keywords": "Staff Engineer distributed systems",
                             "location": "Berlin, Munich",
                             "exclude_company": "Halden Systems",
                             "limit": 40, "sales_navigator": true } } }

{
  "searchedAs": "Marcus Feld",
  "count": 34,
  "people": [
    { "providerId": "ACoAAB1x…", "fullName": "Jonas Pfeiffer",
      "headline": "Staff Engineer — platform & reliability",
      "company": "Kettner Digital", "location": "Berlin, Germany",
      "profileUrl": "https://www.linkedin.com/in/example",
      "networkDistance": "DISTANCE_2" },
    { "providerId": "ACoAAC8y…", "fullName": "Amara Oduya",
      "headline": "Senior Backend Engineer", "company": "Vossberg",
      "location": "Munich, Germany",
      "profileUrl": "https://www.linkedin.com/in/example-2",
      "networkDistance": "DISTANCE_3" }
  ]
}

What is included

• A requirements-to-search translation that keeps the requirements visible
• A screening rubric scored against evidence, with the refusals written into it
• A ranked slate with per-candidate evidence, gaps and an explicit confidence level
• An outreach draft per candidate that says what the role is and what it pays attention to

The files

What it cannot do

Printed before you pay, not after you ask for a refund.

• No resumes, no skills lists, no endorsements, no full employment history. Screening evidence is the headline, the current role, its start date and whatever the person has posted.
• No job posts and no ATS. Nothing is written anywhere but your own files.
• It scores against written role requirements and nothing else. A prompt that asks it to filter on a protected characteristic gets a refusal and a note in the output, not a quiet compliance.
• It cannot contact anyone. Every message it drafts is a draft, and reaching out is a decision you make outside the workflow.

What a run costs: 1 search + 1–2 calls per candidate screened. A slate of fifteen from a pool of forty ≈ 45 calls. The endpoint allows a fixed number of LinkedIn calls per five minutes per workspace, which is documented per tool.

Install

These are the commands from the kit’s INSTALL.md, read off disk at build time — so this page and the file you download cannot disagree. Pick the client you work in.

claude mcp add --transport http topclozer https://topclozer.com/api/mcp \
  --header "Authorization: Bearer tcz_live_YOUR_KEY"

https://topclozer.com/api/mcp?key=tcz_live_YOUR_KEY

{
  "mcpServers": {
    "topclozer": {
      "command": "npx",
      "args": ["-y", "mcp-remote", "https://topclozer.com/api/mcp",
               "--header", "Authorization: Bearer tcz_live_YOUR_KEY"]
    }
  }
}

{
  "mcpServers": {
    "topclozer": {
      "url": "https://topclozer.com/api/mcp",
      "headers": { "Authorization": "Bearer tcz_live_YOUR_KEY" }
    }
  }
}

{
  "servers": {
    "topclozer": {
      "type": "http",
      "url": "https://topclozer.com/api/mcp",
      "headers": { "Authorization": "Bearer tcz_live_YOUR_KEY" }
    }
  }
}

Prove it before you trust it

curl -s https://topclozer.com/api/mcp \
  -H "Authorization: Bearer tcz_live_YOUR_KEY" \
  -H "Content-Type: application/json" \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call",
       "params":{"name":"search_linkedin_people",
                 "arguments":{"keywords":"Staff Engineer","location":"Berlin",
                              "limit":5,"sales_navigator":true}}}'

Compatibility

What you need before it runs

• A TopClozer workspace API key
• A connected LinkedIn account; Recruiter and Sales Navigator seats change what search returns
• An MCP-capable client
• Written role requirements. The kit will ask for them before it searches.

LinkedIn plan: A free LinkedIn account works. A Sales Navigator or Recruiter seat makes location and industry typed filters rather than keywords, which for sourcing is the difference between a filter and a suggestion.

Security and risk

Medium risk. Acts through your own session or writes with a human approving each action. Restriction is unlikely but not impossible.

Human approves. Drafts the action; nothing irreversible happens until a person presses send.

The live MCP endpoint is read-only by design, and the outreach engine keeps every irreversible action behind a human approval gate. None of that is LinkedIn endorsing any of this, and nobody can promise your account will not be restricted — least of all a vendor selling you automation. What we store and who can read it is a separate page, and it is the one that answers that question.

Provider: TopClozer — a verified seller: we wrote it, we maintain it, and the support request comes to us.

Pricing

$49 — A skill plus MCP wiring, workflows and the files they read. The whole ladder is on the pricing page.

No payment processor is connected to this site, so nothing here can charge a card — and a button that looked like it could would be the lie this catalogue exists to avoid. What happens instead: the order button writes a real pending purchase against your workspace and hands you its reference, a person invoices you, and marking that order paid is what puts the files in your library. Slower than a card, and every step of it is real.

Version history

• v1.0.02026-09-20

  First release. Requirements template, two-pass screen, evidence-scored rubric with the refusals built in, and 200-character approach drafts.

Reviews

Nothing here. A review appears on this page only when it is attached to a verified purchase of this product, and none has been published. An empty section is the correct state for a catalogue this young — the alternative is the kind of testimonial that means nothing to the person reading it.

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