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Free, agent-first social-post metrics — a post URL in, views/likes/comments out.
About
Free, agent-first social-post metrics — a post URL in, views/likes/comments out.
Security Report
10.0
Low Risk10.0Low RiskValid MCP server (2 strong, 4 medium validity signals). No known CVEs in dependencies. Package registry verified. Imported from the Official MCP Registry.
3 files analyzed · 1 issue found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
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This plugin requests these system permissions. Most are normal for its category.
How to Install
Add this to your MCP configuration file:
{
"mcpServers": {
"io-github-patwalls-pulse-mcp": {
"args": [
"-y",
"pulse-mcp"
],
"command": "npx"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
pulse-mcp
MCP server for Pulse — a free, agent-first social-post metrics API. Give any MCP client (Claude Desktop, Cursor, …) the numbers behind any public post: hand it a URL, get back views, likes, comments, and the publish date as clean JSON. No signup, no API key.
{ "mcpServers": { "pulse": { "command": "npx", "args": ["-y", "pulse-mcp"] } } }
That's it — drop it in your MCP config and your agent has four new tools.
Tools
| Tool | Input | Output |
|---|---|---|
metrics | one post URL (short links like vm.tiktok.com/t.co OK) | { platform, views, likes, comments, shares, publishedAt, title, author, thumbnail } |
metrics_batch | many URLs (mixed post + profile URLs welcome) | the same, one per URL (partial failures don't fail the batch) |
history | one post or profile URL (+ optional since for the delta) | the recorded growth curve — { count, points } (posts: { t, views, likes, comments }, profiles: { t, followers, posts }), a snapshot per fresh fetch |
profile | one profile URL | account-level metrics — { handle, name, followers, following, posts, verified, avatar } (YouTube, TikTok, Instagram, X, Bluesky) |
Example — ask your agent "how did this video do?" with a link, and it gets:
{
"platform": "youtube",
"views": 1781088936,
"likes": 19147197,
"comments": null,
"publishedAt": "2009-10-25T06:57:33.000Z",
"title": "Rick Astley - Never Gonna Give You Up (Official Video)"
}
Platform coverage
| Platform | Returns | Notes |
|---|---|---|
| YouTube | views, likes | |
| X / Twitter | views, likes, comments, shares (retweets) | views via X's own guest API (tweets since ~Dec 2022) |
| TikTok | views, likes, comments, shares | |
| Bluesky | likes, comments, shares (reposts) | public AppView API; Bluesky has no view counts |
| views, likes, comments | public posts via the guest API | |
| Threads, LinkedIn | — | need a logged-in session; returns a clear login_required (never fake zeros) |
It reads each platform's own public pages from a residential IP, so it sees what a browser
sees — and it's honest about the edges: a deleted/private post comes back content_unavailable,
a login-walled one login_required, never a silent row of zeros.
Config
- Free — no account, no key, no wallet.
PULSE_API_URL— override the backend (defaults tohttps://pulse.walls.sh).
Built in public as Wall #002 of walls.sh. Docs: https://pulse.walls.sh/docs ·
machine-readable: /llms.txt · OpenAPI.
MIT.
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