"A server for finding scientific articles, creating ad ideas, and deploying Facebook ads" matching MCP servers:

Enables managing Facebook ads campaigns, ad sets, ads, creatives, insights, and audience targeting via Meta's Marketing API.

Gives AI agents read access to ads running across Meta platforms without an API key, returning full creatives, real landing URLs, and complete platform lists.

Enables searching and analyzing Facebook's public ads library for any brand, including ad images, text, and video analysis.

Read WeChat (微信) Official Account articles with native multimodal output — body, images, and video keyframes returned as MCP content blocks. Handles all three embed types: Tencent Video, WeChat-native, and Channels (视频号 metadata via public API).

Enables semantic search across scientific papers in your Zotero library with hybrid search, incremental indexing, and cross-encoder reranking.

Provides offline search and retrieval of curated scientific computing Agent Skills for modeling, computational chemistry, DFT, molecular dynamics, and visualization. It exposes tools for skill cards, compatibility checks, content/bundle retrieval, version diffs, health checks, and issue reporting via HTTP or stdio MCP.

MCP server for Meta Ads (Facebook Ads) that provides tools for account discovery, campaign/adset/ad creation, custom audiences, status updates, performance reporting, and A/B testing.

Searches the Meta (Facebook) Ad Library by keyword and returns ad details including advertiser, ad copy, and EU reach, without requiring an API key.

Lets AI agents launch scans, inspect results, manage campaigns and policies, and read alerts directly against your Kaminari Ad workspace via your API key, with 82 tools covering most of the API surface.

Self-hosted Google Ads MCP server: 35 read tools and 10 opt-in, preview-first write tools. Maintained source relocated from getmcpads-com/google-ads-mcp-server; npm package remains @getmcpads/google-ads-mcp-server.

Self-hosted Meta Ads MCP server with 41 read tools and 23 opt-in, preview-first write tools. Maintained source relocated from getmcpads-com/meta-ads-mcp-server; npm package remains @getmcpads/meta-ads-mcp-server.

A Facebook/Messenger MCP server that lets AI agents read and engage with profiles, pages, posts, comments, groups, Messenger conversations, notifications, and events using the user's existing browser session cookies — no Graph API app, tokens, or browser automation required. It supports multi-account and Page switching, write operations (posting, commenting, messaging) with per-identity limits and cooldowns, and honest error reporting where Meta has decommissioned cookie-era endpoints.

Enables MCP clients to read and analyze Facebook (Meta) Ads marketing data, including campaigns, ad sets, ads, insights, and 190 metrics, with optional write tools that preview changes before applying.

Self-hosted TikTok Ads MCP server with 35 read tools and 29 opt-in, preview-first write tools. Maintained source relocated from getmcpads-com/tiktok-ads-mcp-server; npm package remains @getmcpads/tiktok-ads-mcp-server.

Meta (Facebook/Instagram) Ads MCP server for ad performance reporting, audience analysis, and competitor ad research.

Self-hosted X Ads MCP server with 25 read tools and 19 opt-in, preview-first write tools. Maintained source: get-mcp-ads/x-ads-mcp-server; npm package: @getmcpads/x-ads-mcp-server.

Enables access to the Facebook Scraper3 API to extract data from Facebook profiles, pages, groups, and the marketplace. It provides comprehensive tools for searching posts, people, and events, as well as retrieving detailed metadata for comments, reactions, and media.

Read-only MCP server for analyzing VK Ads campaigns, listing ad structures, retrieving statistics, and generating optimization recommendations.

A read-only MCP server that pulls Meta Ads campaign, ad-set, and ad performance data to help users spot problems and adjust them in Ads Manager.

An MCP server for the NASA Astrophysics Data System (ADS) that enables searching, citation graph traversal, and bibliography management for astrophysics literature. It provides tools for computing citation metrics, resolving astronomical object names, and managing paper libraries through natural language.