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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
19,887measured
6,168proven reliable
Oneul Sanji (오늘산지) catalog Reliable (measured) · 100% over 9 checks Does the job (tested) · 9/9

Read-only catalog of a Korean farm-produce shop: search products, prices, origin facts, guides.

MCP endpoint : https://oneulsanji.com/mcp · website · measurements and details
Tool catalog size Reliable (measured) · 100% over 6 checks

Tool catalog size

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/catalog-tools/mcp · website · measurements and details
오늘냥이 (Oneul Nyangi) Being measured · 100% over 2 checks Real task being tested · 2/2

Real cat photos from 오늘냥이 (nyangi.today), a Korean cat diary, shown as an in-chat gallery.

MCP endpoint : https://nyangi.today/mcp · website · measurements and details
Korea MCP Not measured yet

Get around Korea: subway routes in English, fares, public holidays and guides. No API key.

Package npm : korea-mcp · website · measurements and details
Execute catalog-engine-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for catalog-engine-mcp.

MCP endpoint : https://api.m2mcent.com/catalog-engine-mcp/sse · measurements and details
Gwas Catalog Being measured · 0% over 1 checks

GWAS Catalog (EBI/NHGRI) MCP — curated catalog of genome-wide association studies.

MCP endpoint : https://gateway.pipeworx.io/gwas-catalog/mcp · website · measurements and details
AirShelf Catalog Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

MCP endpoint : https://mcp.airshelf.ai/mcp · measurements and details
mcp-catalog Being measured · 50% over 2 checks

Search MCP servers in the public mcp-catalog.ru directory.

MCP endpoint : https://mcp-catalog.ru/mcp · website · measurements and details
Catalog Attribute Normalizer Flaky · 80% over 5 checks

Catalog attribute normalizer, taxonomy-grounded — no fabricated Google/Shopify category IDs.

MCP endpoint : https://catalog-normalizer.acjlabs.com/mcp · website · measurements and details
Short status catalog Not measured yet

Short status catalog

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/status-short/mcp · website · measurements and details
BlinkCodes catalog Reliable (measured) · 100% over 43 checks

Read-only catalog of gift cards, service top-ups and travel eSIMs sold by BlinkCodes.

MCP endpoint : https://blinkcodes.com/mcp · website · measurements and details
Catalogue Homeoceutics / Homeoceutics Catalog Flaky · 80% over 5 checks Does the job (tested) · 4/4

Catalogue public anonyme en lecture seule. Anonymous, read-only public catalog.

MCP endpoint : https://homeoceutics.com/api/v1/mcp · website · measurements and details
Merchant Catalog Acceptance Reliable (measured) · 100% over 43 checks

Deterministic acceptance report for a supplied product catalog: validates price/currency/availabi...

MCP endpoint : https://mcp-factory.bowling-anthony.workers.dev/merchant-catalog-acceptance/mcp · website · measurements and details
The Network Catalog (webGCP) Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Semantic search over The Network catalog (skills, agencies, roles) with signed webGCP provenance.

MCP endpoint : https://catalog.myparallel.dev/mcp · website · measurements and details
KodShop catalog Flaky · 86% over 7 checks

Read-only catalog of gift cards, service top-ups and travel eSIMs sold by KodShop.

MCP endpoint : https://kodshop.cloud/mcp · website · measurements and details
SoundCreation Catalog Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

52,000 musical instruments: prices, deals, bundles, open-box, alternatives, accessories, guides.

MCP endpoint : https://www.soundcreation.ro/api/agent/mcp.php · website · measurements and details
audioknihy.cz Catalog Flaky · 89% over 9 checks Fails real tasks · 0/8

Czech audiobook catalog MCP server. Search 12 000+ titles + compare prices across 5 partners.

MCP endpoint : https://audioknihy.cz/api/mcp · website · measurements and details
White Automotive & Media Services Catalog Being measured · 50% over 2 checks

Read-only catalog search for GM infotainment, cluster and electronics module parts.

MCP endpoint : https://www.whiteautoandmedia.com/wp-json/ucp/v1/mcp · website · measurements and details
Korea Flight MCP Flaky · 86% over 7 checks Does the job (tested) · 6/6

14 Korean airports flight info + Incheon arrival/departure congestion + facility search.

MCP endpoint : https://korea-flight.kimnchai.com/mcp · measurements and details
Agent Facing Catalog Reliable (measured) · 100% over 7 checks

Machine catalog for products that want agent clients: surfaces, hops, discovery paths.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agent-facing-catalog/mcp · 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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