Data·Pro kit

Company Research Kit

Map an account from its people, because nothing here reads a company page.

VerifiedMedium riskYour LinkedIn sessionv1.0.0

What it is

An account map built the only way the tools allow: search the company, cluster who comes back by function and seniority, sample profiles for tenure and job-change dates, and write down what that sample can and cannot support. The output is a document and a CSV that state their own sampling limits.

Who it is for

  • Account-based sellers and anyone doing pre-pitch homework on a named list of companies, who would rather have a sample labelled as a sample than a headcount figure nobody can source.

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.

Read what someone has posted

MCP toolMedium risk

Up to twenty recent posts by one member, newest first, with reposts flagged. An empty array — not an error — is the normal answer for a senior buyer who does not post, and a workflow has to handle that as a case rather than as a failure.

Your LinkedIn session · get_linkedin_posts

Read one profile in depth

MCP toolMedium risk

One call returns identity, current role and the date it started, follower count, the premium flag and the latest post. Every enrichment field is best-effort: a profile that hides its activity still returns its identity, with the post fields simply absent.

Your LinkedIn session · get_linkedin_profile

Find people matching an ICP

MCP toolMedium risk

Runs an ICP description through a connected account's LinkedIn search and returns up to 50 profiles per call. Profiles LinkedIn masks as "LinkedIn Member" because they are out of network are dropped rather than returned with a blank name. Typed Sales Navigator filters are used only when the account has a Navigator seat; otherwise every criterion is folded into one keyword string.

Your LinkedIn session · search_linkedin_people

See which LinkedIn identity is available

MCP toolLow risk

The accounts this workspace can act as, each with status, warm-up stage, how much of today's invite and message budget is spent, and a health score. Reads our own database, so it costs nothing against the LinkedIn rate limit and is the cheapest first call an agent can make.

Read only · list_sender_accounts

Check the remaining LinkedIn budget

MCP toolLow risk

How many LinkedIn tool calls this workspace has made this month, broken down by tool, plus the rate limit in force. The call an agent makes to pace itself instead of discovering the limit by hitting it.

Read only · get_usage

Map a company from its people

AI skillLow risk

Builds a picture of a company out of the employees a search returns: functions, seniority spread, recent joiners and recent leavers. It is a sample of who is visible to the searching account, and the skill is required to label it as one rather than to present it as headcount.

Read only

Write a brief on one person

AI skillLow risk

Compresses a profile and its posts into a one-screen brief in which every claim names the call that produced it. Anything the tools did not return is written as "not visible" rather than inferred, because an invented detail in a first message is worse than a missing one.

Read only

One company, mapped from its people

WorkflowMedium risk

Search the company, cluster what comes back by function and seniority, sample a few profiles for tenure and job-change dates, and write the map with its sampling limits stated in the document itself.

Your LinkedIn session

Read a LinkedIn company page

Planned — not available yetMedium risk

Not built yet. No tool reads a company page, so headcount, follower count and the company's own description are not available to any product here. Company research is done from the people a search returns, which is a sample, not a roster.

Your LinkedIn session

Write a researched lead into a CRM

Planned — not available yetLow risk

Not built yet. Research comes out as files you own. There is no CRM write path, so the last step is still a copy-paste or an import.

Official API

Read a company's open roles

Planned — not available yetMedium risk

Not built yet. Hiring signals available today are indirect: recent joiners and job-change dates on individual profiles. The job board itself is not readable through any tool.

Your LinkedIn session

3 capabilities are marked planned: nothing fulfils them today. They are listed because the roadmap should be visible, and they do not run when you install this.

A worked example

Lifted from the kit’s own EXAMPLES.md The one search. Field names are real. Values are illustrative.

request · json
{ "jsonrpc": "2.0", "id": 1, "method": "tools/call",
  "params": { "name": "search_linkedin_people",
              "arguments": { "company": "Northbeam", "limit": 50,
                             "sales_navigator": true } } }
response · json
{
  "searchedAs": "Marcus Feld",
  "count": 47,
  "people": [
    { "providerId": "ACoAAB1x…", "fullName": "Dana Whitfield",
      "headline": "CTO at Northbeam", "company": "Northbeam",
      "location": "Austin, Texas, United States",
      "profileUrl": "https://www.linkedin.com/in/example",
      "networkDistance": "DISTANCE_2" },
    { "providerId": "ACoAAC8y…", "fullName": "Luis Ferrara",
      "headline": "Senior Platform Engineer", "company": "Northbeam",
      "location": "Lisbon, Portugal",
      "profileUrl": "https://www.linkedin.com/in/example-2",
      "networkDistance": "DISTANCE_3" }
  ]
}

What is included

  • A company dossier template with a sampling-limits section that is not optional
  • A clustering pass: functions, seniority spread, recent joiners, recent leavers
  • Job-change detection from the start date on each profile's current role
  • A CSV of the people found, with the search arguments that found them recorded alongside

The files

FileWhat it holds
README.mdWhat it is, what it needs, what it cannot do, and what is in the directory.
INSTALL.mdThe exact commands for Claude Code, Claude Desktop, Cursor and VS Code, plus a call that proves the connection before you trust it.
AGENT.mdThe agent definition to paste into your client's project instructions: role, tool budget, rules, and where it stops.
SKILL.mdThe judgement written down — the rubric, what counts as evidence, and what to write when the evidence is not there.
WORKFLOW.mdThe run step by step, with the exact tool calls, the cost of each, and the human gate it ends at.
PROMPTS.mdPrompts to paste, each one naming the tools it will spend.
EXAMPLES.mdReal request and response shapes from the endpoint, with illustrative values and the field names that are not.
TROUBLESHOOTING.mdThe errors this endpoint actually returns, quoted verbatim, and what each one means.
.env.exampleThe values the install asks for, in one place. Nothing in the kit reads it by itself.

What it cannot do

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

  • No company page. Headcount, follower count and the company's own description are not readable by any tool, so this kit never prints them.
  • No job board. Hiring signals here are indirect — recent joiners and role start dates — and the document labels them as inference.
  • The people you see are the people that account can see. Treat every count as a lower bound on a visible sample, which is exactly how the template words it.
  • One company of any size costs a search plus two calls per sampled profile. Ten sampled profiles is about twenty-one calls.

What a run costs: 1 search + 2 calls per sampled profile. A ten-profile sample ≈ 21 LinkedIn 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 Code

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

Claude Desktop — custom connector

Settings → Connectors → Add custom connector. That dialog has no header field, so the key goes in the URL.

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

Claude Desktop — older builds, via mcp-remote

For builds without native remote connectors, the community bridge in claude_desktop_config.json.

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

Cursor

.cursor/mcp.json:

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

VS Code

.vscode/mcp.json — the same server, nested under servers, with the transport named explicitly.

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

Prove it before you trust it

verify
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":{"company":"Northbeam","limit":5,"sales_navigator":true}}}'

Compatibility

TargetSupported
ClaudeYes
CursorYes
VS CodeYes
Run hereNo — hosted seats are a separate tier
DownloadYes

What you need before it runs

  • A TopClozer workspace API key
  • A connected LinkedIn account; a Sales Navigator seat on it makes the company filter a real filter rather than a keyword
  • An MCP-capable client

LinkedIn plan: A free LinkedIn account works, but this is the one product where a Sales Navigator seat genuinely matters: without it the company filter is a keyword, and a keyword search of a company name returns people who merely mention it.

Security and risk

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

Your LinkedIn session. Acts as you, from your connected account, under pacing limits.

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

$49A 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. Company dossier with a required sampling-limits section, people.csv carrying the search arguments, and indirect hiring signals labelled as inference.

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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From an ICP to approved first messages, with a stop where the send button would be.

Capabilities

List the sending account's networkRead what someone has postedRead one profile in depthFind people matching an ICP+14 more
Medium riskHuman approvesVerified

$49

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Prospect Research Kit

One screen on one person, with every claim traced to the call that returned it.

Capabilities

List the sending account's networkRead what someone has postedRead one profile in depthFind people matching an ICP+8 more
Medium riskYour LinkedIn sessionVerified

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