MCP YouTube Transcript
An MCP server retrieving transcripts of YouTube videos
Description from the maker (original English)
Your LinkedIn profile and recent activity as JSON, via CLI or MCP server (EEA and Switzerland only).
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
LINKEDIN_TOKEN, UNLINKED_CACHE_TTLValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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Pick your app above. We remember it, so next time the button says “Install in …”.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"unlinked": {
"command": "npx",
"args": [
"-y",
"@larsbaunwall/unlinked",
"--mcp"
],
"env": {
"LINKEDIN_TOKEN": "your-value",
"UNLINKED_CACHE_TTL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add unlinked --env LINKEDIN_TOKEN=your-value --env UNLINKED_CACHE_TTL=your-value -- npx -y @larsbaunwall/unlinked --mcpFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"unlinked": {
"command": "npx",
"args": [
"-y",
"@larsbaunwall/unlinked",
"--mcp"
],
"env": {
"LINKEDIN_TOKEN": "your-value",
"UNLINKED_CACHE_TTL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"unlinked": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"@larsbaunwall/unlinked",
"--mcp"
],
"env": {
"LINKEDIN_TOKEN": "your-value",
"UNLINKED_CACHE_TTL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This one runs on your computer, and ChatGPT can only connect to servers on the internet. Pick another app.
Your choice stays on this device in a cookie; no account needed.
UNLINKED_CACHE_TTL envThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
Runs on your computer; the tool list appears in your AI app after you install it.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 7, 2026
The registry name was verified with the GitHub account larsbaunwall, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
This one runs on your computer; there is no internet endpoint
Runs on your computer and uses local settings instead
Runs on your computer; we can only read tool lists from internet endpoints
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: LINKEDIN_TOKEN
It runs on your computer. Your AI app starts it when needed, and data does not pass through the maker’s servers (unless it calls an online service itself).
The GitHub repo last changed –, and the latest version (2.0.0) reached the registry 31 days ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. You also need Node.js on your computer.
In the same category: MCP YouTube Transcript, Google Analytics MCP, BibiGPT YouTube Video Summarizer
Servers in the same category from other makers, sorted by stars.
Reading a card:★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
An MCP server retrieving transcripts of YouTube videos
GA4 MCP server for AI agents: schema discovery, server-side aggregation, analysis-ready defaults.
AI video summarizer: summarize and transcribe YouTube, Bilibili, TikTok and podcast videos.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Your LinkedIn profile, up to date, in one call. From your terminal or from your AI assistant.
Unlinked reads your own data from LinkedIn's official Member Data Portability API and hands it over as tidy JSON. It works two ways:
unlinked profile prints your profile as JSON.unlinked --mcp gives Model Context Protocol clients such as Claude Desktop and GitHub Copilot four read-only tools.LinkedIn's data export can lag behind what you just did. Unlinked also reads your recent changes (the last 28 days) and merges them in, so a headline you edited yesterday or a comment you wrote last week is already there.
:eu: EEA / Switzerland only. LinkedIn's Member Data Portability API is currently available only to members located in the European Economic Area and Switzerland. Thank you, Digital Markets Act (DMA)!
:warning: Use at your own risk. You use Unlinked entirely on your own responsibility. See the Disclaimer.
You need Node.js 22+ and a member access token from the LinkedIn OAuth Token Generator (it requires a LinkedIn Developer app with the Member Data Portability API (Member) product).
LINKEDIN_TOKEN=<your_access_token> npx -y @larsbaunwall/unlinked profile
unlinked profile # résumé: intro, experience, education, skills, certifications, projects
unlinked profile --sections skills,languages unlinked profile --all # every résumé section unlinked section reactions --limit 20 # one section, a page at a time, newest first unlinked section posts --all-items # everything in a section, for exports unlinked activity --since 7d # what changed recently unlinked status # is LinkedIn sharing recent changes with this app? unlinked cache clear
Results are JSON on stdout (use --compact for one line). Errors are JSON on stderr, with exit code 1 for LinkedIn or token problems and 2 for usage mistakes such as an unknown section.
Add --mcp so Unlinked runs as an MCP server.
Add to your claude_desktop_config.json:
{
"mcpServers": { "unlinked": { "command": "npx", "args": ["-y", "@larsbaunwall/unlinked", "--mcp"], "env": { "LINKEDIN_TOKEN": " " } } } }
The config file is typically at:
~/Library/Application Support/Claude/claude_desktop_config.json%APPDATA%\Claude\claude_desktop_config.jsonAdd to your user-level MCP config or a workspace .vscode/mcp.json:
{
"servers": { "unlinked": { "command": "npx", "args": ["-y", "@larsbaunwall/unlinked", "--mcp"], "env": { "LINKEDIN_TOKEN": " " } } } }
| Tool | What it does |
|---|---|
linkedin_get_profile | Your résumé in one call, with recent edits included. Larger sections come back as links. |
linkedin_get_section | One section, a page at a time (limit 1-200, default 50, plus cursor). |
linkedin_get_recent_activity | What changed in the last 28 days: profile edits, posts, comments, reactions. |
linkedin_check_access | Whether LinkedIn is sharing recent changes with this app. |
All four are read-only. Each returns structured JSON plus a one-line summary.
Sections use the names you see on LinkedIn. profile embeds the small ones; the big ones (marked paged) are fetched with section .
| Section id | On LinkedIn | Notes |
|---|---|---|
intro | Intro + About | In the default profile |
experience | Experience | In the default profile |
education | Education | In the default profile |
skills | Skills | In the default profile |
certifications | Licenses & certifications | In the default profile |
projects | Projects | In the default profile |
languages, volunteering, honors, courses, publications, patents, test-scores, organizations, causes, services | Languages, Volunteering, Honors & awards, Courses, Publications, Patents, Test scores, Organizations, Causes, Services | With profile --all |
recommendations | Recommendations | With profile --all. Received and given are mixed; LinkedIn does not say which is which |
posts, comments, reactions, reposts, articles | Activity | Paged. Recent posts, comments and reactions are merged in |
connections, invitations | My Network | Paged. Email addresses are removed |
followed-companies, followed-people, groups | Interests | Paged |
saved-jobs, job-applications, job-preferences, job-postings | Jobs | Paged. Contact details and addresses are removed |
endorsements-given | Endorsements you gave | Paged |
learning | LinkedIn Learning history | Paged |
Sensitive data is never read: messages, login history, phone numbers, email addresses, contacts, ads, searches, receipts and similar. Private details inside the sections above (birth date, home address and so on) are removed.
Featured, your profile photo and banner, and contact info (beyond websites) are not in LinkedIn's API, so Unlinked cannot return them.
Every answer has a freshness block: when the data was fetched (asOf), how many recent changes were merged in, which sections have edits LinkedIn's export does not show yet (pendingEdits), and which came back empty.
An empty section has two possible meanings: you have no entries there, or LinkedIn has not prepared it yet (new data can take up to 24 hours after you first grant consent).
To be kind to LinkedIn's API, results are cached for up to 6 hours. The CLI keeps the cache in your OS cache folder (readable only by you, never containing your token); the MCP server keeps it in memory only.
unlinked profile --refresh # fetch fresh data now
unlinked profile --no-cache # do not read or write the cache unlinked cache clear # delete the cached files UNLINKED_CACHE_TTL=30m # change the lifetime (30m, 2h, 1d, or 0 for off)
| Environment variable | Required | Description |
|---|---|---|
LINKEDIN_TOKEN | Yes | LinkedIn access token. Accepts Bearer or a bare token. |
UNLINKED_CACHE_TTL | No | Cache lifetime: 30m, 2h, 1d, or 0 to turn it off. Defaults to 6h. |
LINKEDIN_API_VERSION is no longer used. LinkedIn accepts only version 202312 for this API, so Unlinked always sends that and warns on stderr if the variable is set to anything else.
2.0 is a breaking release.
args. Without it Unlinked runs as a CLI and exits.linkedin_get_profile, linkedin_get_section, linkedin_get_recent_activity and linkedin_check_access. linkedin_get_activity, linkedin_get_recent_changes and the domain/maxPages inputs are gone.experience, reactions) instead of internal ones (POSITIONS, ALL_LIKES), and rows use camelCase keys without empty values.startTime polling.unlinked cache clear to remove it. The MCP server keeps its cache in memory only.npm install
npm run build npm test npm run typecheck npm run dev -- profile # run from source with .env npm run inspect # try the MCP server in MCP Inspector (build first)
See AGENTS.md for implementation guidance.
Use of Unlinked is at your sole risk and responsibility.
Unlinked is provided "as is" and "as available", without warranty of any kind, express or implied. It is an independent, unofficial open-source project. It is not affiliated with, endorsed by, or sponsored by LinkedIn, GitHub, or Microsoft.
By installing or using Unlinked, you accept that:
Nothing in this notice limits any liability that cannot be excluded under applicable law. This notice supplements the MIT License, which also applies.
MIT