facebook-ads-library-mcp: MCP Server for Facebook ADs Library - Get instant answers from FB's ad library

by proxy-intell · MCP Server · ★ 322

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How to install facebook-ads-library-mcp

git clone http://github.com/talknerdytome-labs/facebook-ads-library-mcp.git
git clone https://github.com/trypeggy/facebook-ads-library-mcp.git

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 77/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours.

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

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Quick Facts

Stars322
Forks43
LanguagePython
CategoryMCP Server
LicenseMIT
Quality Score77/100
Open Issues1
Last Updated2026-11-03
Created2025-06-05
Platformsclaude-code, mcp, python
Est. Tokens~14k

About facebook-ads-library-mcp

Facebook Ads Library MCP Server This is a Model Context Protocol (MCP) server for the Facebook Ads Library. With this you can search Facebook's public ads library for any company or brand, see what they're currently running and analyze their advertising.

Compatible Skills

These tools work well together with facebook-ads-library-mcp for enhanced workflows:

  • facebook-ads-library-mcp — semantic(1.00)+rare_topics+same_lang+similar_pop+shared_platform (70%)
  • ai-marketing-claude — semantic(0.37)+complementary+rare_topics+same_lang+similar_pop+shared_platform (67%)
  • claude-ads — semantic(0.20)+complementary+same_lang+similar_pop+shared_platform (57%)
  • skene-cookbook — semantic(0.16)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)
  • instagram_dm_mcp — semantic(0.26)+rare_topics+same_lang+similar_pop+shared_platform (54%)

facebook-ads-library-mcp alternative? Top 6 similar tools

Looking for a facebook-ads-library-mcp alternative? If you're comparing facebook-ads-library-mcp with other mcp server tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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