
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.
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.
Installation
In SourceWeft
- Open Social Data Mcp in the dashboard and add it to a workspace.
- 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).
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:
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:
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
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
0Version history
3- v1.2.0LatestOct 18, 2026
- v1.1.0Oct 17, 2026
- v1.0.0Sep 16, 2026
Score
50% of the applicable checks met
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- Reached in the last 30 days25 pts
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- Auth declared10 pts
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- 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