Facebook Ads Library Scraper (Apify)
io.github.harshmaurPublished by GitHub account harshmaurv1.0.0Updated Oct 25, 2026
Export Meta ads with copy, media, dates and audience data. No Facebook login. From $0.40/1k
The publisher's own server: Apify MCP Server
Overview
Facebook Ads Library Scraper (Apify)'s hosted MCP server (mcp.apify.com); OAuth sign-in or API key required; Streamable HTTP.
No AI overview yet: these facts come from the registry entry and the server itself.
- Endpoint
- mcp.apify.com
- Last checked
Installation
In SourceWeft
- Open Facebook Ads Library Scraper (Apify) in the dashboard and add it to a workspace.
- Connect the required credentials. They are stored privately and never shown on public pages.
- Enable the server for the chats that should use its tools.
Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.
Use with an agent
Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.
Read https://sourceweft.com/mcp/io.github.harshmaur%2Ffacebook-ads-library-scraper/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.Other MCP clients
Add this to your client's mcpServers config. The client completes OAuth sign-in on first connect.
{
"mcpServers": {
"facebook-ads-library-scraper-apify": {
"type": "http",
"url": "https://mcp.apify.com/?tools=harshmaur/facebook-ads-library-scraper"
}
}
}README
Facebook Ads Library Scraper — MCP and agent skill
Explore Facebook, Instagram, Messenger and Audience Network ads with the Facebook Ads Library Scraper Apify Actor. Provide search words through an Ad Library URL or choose an advertiser's Facebook Page. Export ad copy, headlines, media links, dates, platforms and the audience figures Meta discloses.
This repo contains an agent skill and hosted MCP configuration. Use your own Apify account; no Facebook login is needed.
Connect an MCP client
Use Apify sign-in when your client offers it, or supply Authorization: Bearer <APIFY_TOKEN> with a token from Apify Console settings.
Claude Code:
Install the agent skill
For other skill-aware agents:
The skill maps advertiser pages and Ad Library searches to input fields, explains flat dotted keys, and estimates run prices.
Research examples
- Compare active ads from two advertisers by publication date.
- Find long-running ads for a product and export their creative links.
- Review disclosed political-ad spending and audience data.
Spend and audience figures can be absent for ordinary commercial ads. The skill explains which fields to expect; it does not estimate undisclosed spending.
Price and results
The Free plan price is $0.50 per 1,000 ads. Paid Apify plans range from $0.40 to $0.47 per 1,000. Ad details have no added per-ad charge. Set count to bound a run and limitPerSource to divide its budget among URLs.
Published registry entry: io.github.harshmaur/facebook-ads-library-scraper.
Questions about the Actor: Apify Issues.
Disclosure: this paid Actor is built by the repo author. Links have no affiliate parameters. The skill and configuration use the MIT license.
Source: README.md at commit 7df4af7
Tools
0Version history
1- v1.0.0LatestOct 20, 2026
Score
85% 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 daysRequired25 pts
- Auth declaredRequired10 pts
- 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
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