The real catalog of tools for AI agents

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

47,279real tools

31,340callable over HTTPS

21,426measured

6,554proven reliable

geoseo-mcp Not measured yet

SEO + GEO: Search Console, Bing, Yandex, IndexNow, AI Overviews and LLM citation tracking.

Package pypi : geoseo-mcp · website · measurements and details

IP Location MCP Being measured · 0% over 2 checks

MCP server for IPv4 geolocation with Chinese output: country/region/city, ISP and ASN.

MCP endpoint : https://mcp.pianam.cn/ip-mcp/mcp · website · measurements and details

mcp-local-rank-map-pack-tracker Not measured yet

Google organic, map pack, and local finder positions per keyword and location.

Package npm : @mambalabsdev/mcp-local-rank-map-pack-tracker · website · measurements and details

Location and Timezone MCP Server by RoxyAPI Reliable (measured) · 100% over 51 checks Fails real tasks · 0/51

City geocoding and timezone resolution for birth data, for AI agents, one API key.

MCP endpoint : https://roxyapi.com/mcp/location · website · measurements and details

mapnetwork-mcp Reliable (measured) · 100% over 12 checks

Generate styled PNG/SVG map images of any location with 11 customizable color themes.

MCP endpoint : https://mapnetwork.app/mcp · website · measurements and details

Locate Jobs Network Job Search Reliable (measured) · 100% over 51 checks Does the job (tested) · 51/51

Search live U.S. jobs and unemployment benefits for 13 states, by role or place. No sign-in.

MCP endpoint : https://locatejobsnetwork.com/api/mcp · measurements and details

Google Maps Scraper Private (key required) · 0% over 1 checks

Live Google Maps business search, review, and photo data for AI agents over MCP.

MCP endpoint : https://cloud.gmapsextractor.com/api/mcp · website · measurements and details

AI Agent Search Optimization Not measured yet

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

Package npm : mcp-server-ai-agent-search-optimization · measurements and details

OSRMRoute Private (key required)

Routing, geocoding, places, matrix and map tools for location-aware AI workflows.

MCP endpoint : https://osrmroute.com/api/mcp · website · measurements and details

Geospatial System — Location Profile Flaky · 67% over 3 checks

Elevation, slope, terrain maps & 3-D surfaces for any site — near-global 30 m, US 10 m, AU/NZ 5 m.

MCP endpoint : https://api.geospatialsystem.com/mcp · website · measurements and details

Wikipedia Reliable (measured) · 100% over 98 checks Does the job (tested) · 96/96

Wikipedia page summary and full Wikipedia article about any subject, Wikipedia search, every language.

MCP endpoint : https://faceabot.com/tools-mcp/wikipedia · website · measurements and details

serpgrab: Google Search and Maps Private (key required)

Real-time Google search (AI Overview, answer box, People also ask) and Google Maps places.

MCP endpoint : https://api.serpgrab.com/mcp · website · measurements and details

LLM Optimizer Being measured · 0% over 1 checks

AI brand visibility analytics: visibility scores, optimizations, video, Reddit, and search rankings.

MCP endpoint : https://llmopt.metavert.io/mcp · website · measurements and details

Latest news today (Faceabot) Reliable (measured) · 100% over 94 checks Does the job (tested) · 93/93

Today's news headlines and breaking news — world, business, tech, science, sport — from BBC, NPR, The Guardian, France 24 and more; search the news. National news worldwide in 30 languages: Japan, China, Korea, India, Brazil, Arab world, Russia, Africa, Europe, US. Free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/news · website · measurements and details

Reddit reader (Faceabot) Reliable (measured) · 100% over 79 checks Partly does the job · 4/5

Read Reddit: posts of any subreddit (hot, new, top), Reddit search, and a discussion with its comments. Free, no API key.

MCP endpoint : https://social.faceabot.com/reddit/mcp · website · measurements and details

What people say — Bluesky, Mastodon, Lemmy, Hacker News, forums, Reddit (Faceabot) Reliable (measured) · 100% over 78 checks Does the job (tested) · 76/78

Search opinions, experiences and reviews of real people across Bluesky, Mastodon, Lemmy, Hacker News, product forums, GitHub discussions, Stack Overflow and Reddit at once; trending posts; read a whole thread. Reddit alternative. Free, no API key.

MCP endpoint : https://social.faceabot.com/discussions/mcp · website · measurements and details

Restaurants, hotels, museums & places nearby (Faceabot) Reliable (measured) · 100% over 38 checks Does the job (tested) · 37/37

Find restaurants, cafes, hotels, museums, pharmacies, ATMs and other places in any city or near you, with address, opening hours and map link. OpenStreetMap, worldwide. Free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/places · website · measurements and details

Handled Locator Private (key required)

Manage a store locator by chatting: locations, tags, booking buttons, map styling, embed code.

MCP endpoint : https://app.handledlocal.com/api/mcp · website · measurements and details

Moving Polygons (published maps) Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Search and read published animated maps of borders and history. No sign-in needed.

MCP endpoint : https://www.movingpolygons.com/mcp/public · website · measurements and details

Apple Maps Private (key required)

Search Apple Maps businesses with Apple ratings and aggregated Yelp + TripAdvisor reviews.

MCP endpoint : https://mcp.apify.com/?tools=johnvc/apple-maps-api · 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

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