All MCP Servers
Dev Tools & GitMCP RegistryremoteB · 71

LinkedIn Profile Finder - Email to LinkedIn URL Lookup MCP server

io.github.AnshumanAtrey · Updated

LinkedIn Profile Finder - Email to LinkedIn URL Lookup

At a glance

LinkedIn Profile Finder - Email to LinkedIn URL Lookup is an MCP server in the Dev Tools & Git category. It is hosted remotely and connects over HTTP, and needs Authorization. It scores B (71/100) on the MCP Skills Hub health score as of Oct 28, 2026.

Source 0GitHub stars

One-click install

Opens your editor and pre-fills the config. Your editor will ask before adding it.

How to install LinkedIn Profile Finder - Email to LinkedIn URL Lookup in your AI client

Setup for Claude Code, Claude Desktop, Cursor, Codex, Windsurf, Cline and VS Code — copy-paste ready.

How to install LinkedIn Profile Finder - Email to LinkedIn URL Lookup in Claude CodeAnthropic's agentic CLI

  1. Add the server

    bash
    claude mcp add --transport http linkedin-harvester https://mcp.apify.com/?tools=anshumanatrey/linkedin-harvester --header 'Authorization: Bearer <YOUR_TOKEN>'
  2. Fill in your credentials

    Replace Bearer <YOUR_TOKEN> with your real value. Keep secrets out of any config file you commit.

  3. Verify it's connected

    bash
    claude mcp list
  4. Sharing it with your team?

    Add `--scope project` to write it to .mcp.json in the repository root, which you can commit (with the secrets left as environment variables).

  5. Use it in a session

    Ask Claude to use the tools this server exposes. It discovers them automatically.

What does LinkedIn Profile Finder - Email to LinkedIn URL Lookup need from you?

Bearer token — Apify API token, as 'Bearer <apify-api-token>'. Runs bill to this account.

  • AuthorizationrequiredsecretHTTP header

    Apify API token, as 'Bearer <apify-api-token>'. Runs bill to this account.

What tools does LinkedIn Profile Finder - Email to LinkedIn URL Lookup expose?

This server requires credentials before it will list its tools, so we cannot enumerate them here. Connect it in your client to see what it offers.

What the code can do

This is a remote server — nothing is installed or run on your machine, so there is no local code to analyze. What it can reach is described above: your requests go to the provider's host.

Before you install

Signals gathered from the source repo and package registry — not a safety verdict.

What it can reach

  • Third-party hosted service — Your requests and any data in them are sent to mcp.apify.com.
  • No local execution — Nothing is installed or run on your machine.
  • Last commit today — Actively maintained.
  • 0 GitHub stars — Very little community usage so far.

Client compatibility

Claude Code: NativeClaude Desktop: Via mcp-remoteCursor: NativeCodex CLI: Via mcp-remoteWindsurf: NativeCline: NativeVS Code: Native

Health score

B · 71

Maintenance, adoption, transparency and packaging — not a safety audit. How this is calculated

  • Maintenance30%100%

    Last commit 0 days ago.

  • Adoption20%0%

    0 stars.

  • Transparency20%75%

    3/4: ✓ public source repo, ✓ declared license, ✓ documentation, ✗ discoverable tool list.

  • Provenance15%75%

    Links to its own repository; package linkage unverified.

  • Packaging15%100%

    Remote endpoint with documented authentication.

Documentation

Full README

LinkedIn Profile Finder - Email to LinkedIn URL

Turn an email address into the person's public LinkedIn profile, with a confidence score on every match. Paste one email or a whole list and get back a clean table of LinkedIn URLs for your CRM, outreach or recruiting pipeline. No LinkedIn login, no cookies, nothing tied to your account.

Available as an Apify Actor. $0.005 per email checked plus $0.02 per confident match. Works with no API keys; free Brave Search and Groq keys widen coverage.

What you get

  • Email in, best-match LinkedIn URL out, with a 0 to 100% confidence score on every row so you know which matches to trust.
  • Bulk or one-off. A single address or thousands, one result row each.
  • Pay for results. Half a cent per email checked; the match fee applies only when a URL clears your confidence gate.
  • Public information only. GitHub commit authors, Gravatar, PGP keyservers and handle probes on 8 platforms. No data broker, no private database.
  • Account-safe. It never logs into LinkedIn or touches your session, so there is nothing to get flagged.

Who it's for

  • Sales and growth: enrich inbound leads and sign-ups with the right LinkedIn profile before you reach out.
  • Recruiting: turn a list of candidate emails into LinkedIn profiles.
  • RevOps / CRM: clean, verify and backfill contact records at scale.
  • Founders and operators: see who actually emailed you.

How to use it

  1. Paste a single email, or a list of emails. The form comes prefilled with two demo addresses; replace them with yours.
  2. Leave Check public profiles on. It recovers the name and a cross-platform handle, which is what resolves a URL without a search key.
  3. Pick a matching mode. Balanced is the default and works for most lists.
  4. Optional: add your free Brave Search and Groq keys for web-search corroboration and AI name-splitting.
  5. Hit Start. Results appear in the dataset, one row per email.

Matching modes

| Mode | Best for | |---|---| | No AI | Fastest and free. Accepts only the clear, unambiguous matches. | | Balanced (recommended) | The default. Spends extra effort only on the uncertain matches. | | Full AI | Highest match rate. Works hardest on every email. Needs a Groq key. |

What does the output look like?

This is the real dataset from a run on 2026-09-12 (build 0.1.5, no API keys, default settings). Six emails, 25 seconds, 1 GB of memory.

| Email | Found | LinkedIn URL | Confidence | Confident | Name | Name from | Evidence | |---|---|---|---|---|---|---|---| | anshumanatrey@gmail.com | yes | linkedin.com/in/anshumanatrey | 97% | yes | Anshuman Atrey | GitHub commit | handle confirmed on 4 platforms | | satya.nadella@microsoft.com | yes | linkedin.com/in/satyanadella | 78% | no | Satya Nadella | address | handle confirmed on 4 platforms | | jensen.huang@nvidia.com | yes | linkedin.com/in/jensenhuang | 78% | no | Jensen Huang | address | handle confirmed on 6 platforms | | tim.cook@apple.com | yes | linkedin.com/in/timcook | 78% | no | Tim Cook | address | handle confirmed on 3 platforms | | sayujpillai63@gmail.com | yes | linkedin.com/in/sayuj63 | 64% | no | Sayuj Pillai | GitHub commit | handle confirmed on 1 platform | | info@stripe.com | no | | 0% | no | | | role mailbox, no candidate |

Excerpt — the full document is on GitHub.

Maintain LinkedIn Profile Finder - Email to LinkedIn URL Lookup? Add a badge to your README

Shows its health grade, and links readers to install steps for every client.

markdown
[![LinkedIn Profile Finder - Email to LinkedIn URL Lookup on MCP Skills Hub](https://mcp-skills-hub.vercel.app/badge/io-github-anshumanatrey-linkedin-harvester)](https://mcp-skills-hub.vercel.app/mcps/io-github-anshumanatrey-linkedin-harvester)

Catalog data refreshed . Something wrong? Report it.