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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
21,334measured
6,521proven reliable
10ML Perfume Finder Reliable (measured) · 100% over 9 checks Real task being tested · 2/2

Free perfume MCP server and fragrance API: 6,000+ perfumes, note pyramids, accords, similar scents.

MCP endpoint : https://mcp.10ml.com/mcp · website · measurements and details
Scento Perfume API (MCP server) Reliable (measured) · 100% over 7 checks Does the job (tested) · 6/6

Free perfume & fragrance API and MCP server: notes, families, similar scents, 1,400+ perfumes.

MCP endpoint : https://www.scento.com/mcp · website · measurements and details
Fragrance & Perfume MCP (Noteboxd) Flaky · 88% over 8 checks

Fragrance & perfume MCP: search fragrances, notes, accords, brands, perfumers, reviews & charts.

MCP endpoint : https://mcp.noteboxd.com/mcp · website · measurements and details
PerfuMate Flaky · 75% over 4 checks Partly does the job · 2/3

Perfumery materials, IFRA Category 4, EU allergens, and your formulas and shelf via OAuth.

MCP endpoint : https://perfumate.app/mcp · website · measurements and details
fragrances Flaky · 96% over 24 checks

Fragrance encyclopedia: note pyramids, accords, perfumers and dupes (parfica.com).

MCP endpoint : https://parfica.com/mcp · website · measurements and details
ScentVerdict Flaky · 86% over 7 checks Does the job (tested) · 6/6

Fragrance catalogue with verdicts, similarity scores, scent profiles, drydowns and local prices.

MCP endpoint : https://scentverdict.com/mcp · website · measurements and details
Word Counter API Being measured · 0% over 1 checks

Count words, characters, sentences, paragraphs, reading time. x402 micropayment.

MCP endpoint : https://word-counter.api.klymax402.com/mcp · website · measurements and details
Zovo Word Counter Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Exact word & character counts

MCP endpoint : https://word-counter.zovo.one/mcp · website · measurements and details
Perfume Picks Flaky · 86% over 7 checks Does the job (tested) · 6/6

Search the Perfume Picks fragrance database: 10,000+ scents with notes, dupes, and wear data.

MCP endpoint : https://mcp.perfumepicks.app/?src=registry · website · measurements and details
compliance Not measured yet

GPSR, EUDR plots, nutrition labels, fragrance allergens, CPSC and EU conformity declarations.

Package npm : yaktool-compliance-mcp · measurements and details
Bottled Flaky · 83% over 6 checks

Branded email on your own domain: send, reply, search, aliases, contacts and campaigns.

MCP endpoint : https://bottled.email/api/mcp/mcp · website · measurements and details
Tester Exchange Reliable (measured) · 100% over 8 checks Does the job (tested) · 8/8

Get 12 testers for 14 days for Google Play closed testing, with verified daily use on real phones.

MCP endpoint : https://vvrlxzbngxfxddywidoq.supabase.co/functions/v1/mcp · website · measurements and details
Webhook Tester API Being measured · 0% over 1 checks

Test webhook endpoints — send requests, measure latency, validate responses. x402 micropayment.

MCP endpoint : https://webhook-tester.api.klymax402.com/mcp · website · measurements and details
A2A Cosmetics Flaky · 95% over 19 checks Fails real tasks · 0/18

Agent-to-Agent (A2A) hub for cosmetics: skin care, fragrance, sun care, dermocosmetics.

MCP endpoint : https://mcp.a2a-cosmetics.ai/mcp · website · measurements and details
Print Shop by Bottle Your Brand Being measured · 100% over 1 checks Real task being tested · 1/1

Turn your AI images into die-cut vinyl stickers. Print specs, sizing, and a ready-to-order link.

MCP endpoint : https://mcp.bottleyourbrand.com/mcp · website · measurements and details
Execute counter-offer-bot-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for counter-offer-bot-mcp.

MCP endpoint : https://api.m2mcent.com/counter-offer-bot-mcp/sse · measurements and details
Token Counter Being measured · 0% over 2 checks

Counts tokens under OpenAI-compatible (tiktoken) encodings, by model or encoding name.

MCP endpoint : https://apished.com/mcp/v1/tokens · website · measurements and details
Regex Tester API Being measured · 0% over 1 checks

Test, validate and explain regular expressions with match highlighting. x402 micropayment.

MCP endpoint : https://regex-generator.api.klymax402.com/mcp · website · measurements and details
ai-token-counter Reliable (measured) · 100% over 49 checks

Cloudflare Workers MCP server: ai-token-counter

MCP endpoint : https://api.lazy-mac.com/ai-token-counter/mcp · website · measurements and details
Cellarion Private (key required)

Wine cellar manager: bottles, racks, drink windows, pairings and a shared wine registry.

MCP endpoint : https://cellarion.app/api/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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