FaceabotFREN
‹ Back

The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

44,737real tools
29,284callable over HTTPS
19,897measured
6,296proven reliable
HasData Google Images Reliable (measured) · 100% over 43 checks

Google Images results with source pages, thumbnails and full-resolution URLs, as JSON.

MCP endpoint : https://mcp.hasdata.com/mcp?apis=google_images · website · measurements and details
Google Images — FlashData Not measured yet

Google Images URLs, dimensions and source pages for visual research. Paid FlashData API.

Package mcpb : https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-images-0.1.1.mcpb · website · measurements and details
Google Places — FlashData Not measured yet

Google Places businesses, addresses, ratings and review counts. Paid FlashData API.

Package mcpb : https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-places-0.1.1.mcpb · website · measurements and details
Google Shopping — FlashData Not measured yet

Google Shopping product, merchant and price-label snapshots. Paid FlashData API.

Package mcpb : https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-shopping-0.1.1.mcpb · website · measurements and details
Google Search — FlashData Not measured yet

Google Search rankings, URLs and snippets for localized SERP research. Paid FlashData API.

Package mcpb : https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-search-0.1.1.mcpb · website · measurements and details
Google News — FlashData Not measured yet

Google News articles with publishers, date labels and links for topic briefs. Paid FlashData API.

Package mcpb : https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-news-0.1.1.mcpb · website · measurements and details
Google & YouTube Search, Transcripts and Data - FlashData Private (key required)

Google & YouTube data: search, news, images, shopping, places, transcripts, captions and downloads.

MCP endpoint : https://data.flashdata.dev/mcp · website · measurements and details
Google Video Search — FlashData Not measured yet

Google video search across websites, with titles, links and durations. Paid FlashData API.

Package mcpb : https://github.com/rocosen/flashdata-mcp/releases/download/smithery-task-servers-v0.1.1/flashdata-google-video-search-0.1.1.mcpb · website · measurements and details
Google Trends MCP Being measured · 0% over 2 checks

Google Trends: Search, Images, News, Shopping over time, growth metrics. Free key at trendsmcp.ai

MCP endpoint : https://google-trends.api.trendsmcp.ai/mcp · website · measurements and details
openFlow Reliable (measured) · 100% over 18 checks

Omni Flash and Veo video, Nano Banana images on Google Flow, from any MCP client

MCP endpoint : https://openflowmcp.com/mcp · website · measurements and details
google-image-search Reliable (measured) · 100% over 43 checks

Google Image Search: Fast and Simple Google Images Search API. You can get 100+ search results in.

MCP endpoint : https://mcp.jojapi.com/google-image-search · website · measurements and details
Ultimate Gemini MCP Not measured yet

Image generation with Google Gemini 3.1 Flash: 512px-4K, reference images, search grounding

Package pypi : ultimate-gemini-mcp · website · measurements and details
google-search Flaky · 90% over 10 checks

google search: google web search api, web, images, videos, news, music, favicon, proxy, audio.

MCP endpoint : https://mcp.jojapi.com/google-search · website · measurements and details
Fenlight Reliable (measured) · 100% over 10 checks

Google search results, forum threads, local and shopping data, keyword ideas, AI answer tracking.

MCP endpoint : https://fenlight.waggle.ae/mcp · measurements and details
Lightdrift Images MCP Being measured · 0% over 2 checks

Image search for AI agents: 1.85M openly licensed images with source, license and attribution.

MCP endpoint : https://lightdrift.ai/mcp · website · measurements and details
Google Images (via Apify) Private (key required)

Google Images for AI agents: full-size image URLs, sizes and source pages, with filters.

MCP endpoint : https://mcp.apify.com/?tools=automationnation/google-images-scraper · website · measurements and details
CrawlerData: Google Shopping & SERP Private (key required)

Google Shopping products and seller prices, plus Google Search, Images, News and Local results.

MCP endpoint : https://api.crawlerdata.com/mcp · website · measurements and details
AIsa SERP — Google Private (key required)

Google results: organic, paid, local, images, news, maps, jobs and the AI overview.

MCP endpoint : https://mcp.aisa.one/seo-serp/mcp · website · measurements and details
gemini-image Not measured yet

Google Gemini image generation, editing, and local processing via MCP

Package npm : @jimothy-snicket/gemini-image-mcp · website · measurements and details
Tanod Images Reliable (measured) · 100% over 38 checks Fails real tasks · 0/38

Image toolkit: resize, convert, compress, crop, metadata, hashes, favicons, OCR, QR codes, barcodes.

MCP endpoint : https://tanod.dev/mcp/images · website · measurements and details

AI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt

Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms