Social Data Mcp

io.github.mrockerPublished by GitHub account mrockerv1.2.0Updated Oct 25, 2026

X, YouTube, TikTok and LinkedIn data plus video transcripts in one stdio MCP server. Pay per result.

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Overview

AI-generated overview

A local MCP server that pulls X, YouTube, TikTok and LinkedIn profile, post and video data plus platform captions through Apify, billed per result.

What you can do
Fetch X profiles, tweets and single-tweet lookups, with engagement filters and incremental runs. Retrieve YouTube video metadata and channel data, filtered by views, duration or date. Retrieve TikTok profiles and per-video statistics. Pull YouTube and TikTok captions as text with timed segments, optionally alongside the stats. Look up LinkedIn companies and public profiles without logging in.
When to use it
Useful when an assistant needs public social-media and video data for research, content analysis or competitor tracking, and you are willing to pay per returned result rather than manage platform API keys.
Requirements
A local Node.js runtime to run the npm package via npx, plus an Apify account and an APIFY_TOKEN environment variable; a free Apify account is enough. Network access to Apify is required. Full X timelines additionally need cookies from your own X session.
Before you install
Every returned result is billed to your Apify account at the listed per-item prices, so large runs cost real money. The APIFY_TOKEN is a paid-account credential and should be kept private. Full X timelines require cookies from your own session, which are sensitive login credentials. Data is fetched through Apify's hosted Actors, so queries and inputs go to that third party.

Installation

In SourceWeft

  1. Open Social Data Mcp in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Desktop only via STDIO. STDIO servers start a local process, so they need the SourceWeft desktop host.

Other MCP clients

Follow the launch instructions in the repository.

README

social-data-mcp

Pay-per-result data tools — X/Twitter profiles & tweets, YouTube videos & channels, TikTok profiles & video stats, YouTube / TikTok transcripts, and LinkedIn companies & public profiles — exposed to AI agents as MCP servers and as Agent Skills. They run on Apify. No platform API key is needed and nothing logs in on its own; the one exception is full X timelines, which need cookies from a session of your own (X shows logged-out visitors only an account's latest few posts). You are charged only for results that actually came back, at the same price on every Apify plan (free included).

ToolApify ActorPrice
X (Twitter) profiles, tweets, single-tweet lookup, engagement filters, incremental runs (full timelines with your own cookies)nick.cheng/x-twitter-profile-tweets-scraper$0.005/account · $0.0003/tweet · $0.005/tweet lookup
YouTube video metadata & channel data, filters by views/duration/datenick.cheng/youtube-video-channel-scraper$0.015/video · $0.005/channel
TikTok profiles & per-video statsnick.cheng/tiktok-profile-stats-scraper$0.02/profile · $0.003/video
YouTube transcripts — spoken-language captions as text + timed segments, from links or channelsnick.cheng/youtube-transcript-scraper$0.005/transcript; no captions, no charge
TikTok transcripts — TikTok's captions as text + timed segmentsnick.cheng/tiktok-transcript-scraper$0.003/transcript; no captions, no charge
LinkedIn companies (industry, size, HQ, website, followers, employees, latest job openings) and public profiles (name, headline, titles, companies, location, education) — no loginnick.cheng/linkedin-company-profile-scraper$0.004/company · $0.004/profile

The YouTube and TikTok tools can also return the transcript alongside the stats (includeSubtitles: true, no extra charge).

Narrower single-purpose variants of the same code, for when you want exactly one thing: x-profile-data · single-tweet-scraper · youtube-video-stats · tiktok-follower-count · tiktok-video-stats.

Use as an MCP server (hosted, no install)

Apify hosts an MCP endpoint for every Actor. Add one URL to any client that supports remote MCP servers (Claude, Cursor, VS Code, …) and authenticate with your Apify account when prompted:

https://mcp.apify.com/?tools=nick.cheng/x-twitter-profile-tweets-scraper,nick.cheng/youtube-video-channel-scraper,nick.cheng/tiktok-profile-stats-scraper,nick.cheng/youtube-transcript-scraper,nick.cheng/tiktok-transcript-scraper,nick.cheng/linkedin-company-profile-scraper

Or pick one: https://mcp.apify.com/?tools=nick.cheng/youtube-transcript-scraper.

The servers are also listed in the official MCP Registry as io.github.mrocker/x-twitter-profile-tweets, io.github.mrocker/youtube-video-channel, io.github.mrocker/tiktok-profile-stats, io.github.mrocker/youtube-transcripts, io.github.mrocker/tiktok-transcripts, io.github.mrocker/linkedin-company-profile (see servers/), and the first three on Smithery: nick-cheng/x-twitter-profile-tweets · nick-cheng/youtube-video-channel · nick-cheng/tiktok-profile-stats (the Smithery gateway forwards your Apify token as a token query parameter).

Use as a local stdio server

Published on npm as social-data-mcp and in the MCP Registry as io.github.mrocker/social-data-mcp:

json
{  "mcpServers": {    "social-data": {      "command": "npx",      "args": ["-y", "social-data-mcp"],      "env": { "APIFY_TOKEN": "<your token>" }    }  }}

This is a thin wrapper that starts Apify's own @apify/actors-mcp-server pre-scoped to the six Actors above. Get a token at https://console.apify.com/account/integrations (free account is enough).

Use as Agent Skills

bash
npx skills add mrocker/social-data-mcp

Installs six skills — x-twitter-profile-tweets, youtube-video-channel, tiktok-profile-stats, youtube-transcripts, tiktok-transcripts, linkedin-company-profile — each a short SKILL.md telling the agent when to call the tool, how (one curl), what comes back, and what the tool cannot do.

What these tools will not do

Keyword search on X, follower lists, reply threads, TikTok video lists per account, LinkedIn people/company search, employee lists and Sales Navigator (all login-only), and speech recognition of their own (transcripts are the platforms' own captions; a video without captions gets none). Full X timelines need cookies you supply; nothing here signs in on its own or uses anyone else's account. The READMEs on Apify say so up front.

Correction (October 2026): earlier versions of this page said YouTube transcripts were impossible and that nothing here needed a login. The first was true only of the YouTube web player's caption links, the only ones we had tested; the second stopped being true for X timelines when X rebuilt its web app.

License

MIT for the code in this repository. The Actors themselves are used under Apify's terms.

Source: README.md at commit b53f326

Tools

0
SourceWeft has not started this package in its sandbox yet, so its tools are not known.

Version history

3
  1. v1.2.0LatestOct 18, 2026
  2. v1.1.0Oct 17, 2026
  3. v1.0.0Sep 16, 2026

Score

50% 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 days25 pts

    Keep the endpoint answering the MCP handshake; SourceWeft probes it every 30 days.

  • Auth declared10 pts

    Declare the credential headers in the registry entry, or keep the endpoint answering the probe so its auth can be classified.

  • Tools listed15 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