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

21,308measured

6,585proven reliable

Scento Perfume API (MCP server) Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

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

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

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

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

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

compliance Not measured yet

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

Package npm : yaktool-compliance-mcp · 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

MetricDuck — Financial Analysis Reliable (measured) · 100% over 51 checks

Research U.S. public companies from their SEC filings: financials, XBRL facts and filing text.

MCP endpoint : https://mcp.metricduck.com/mcp · 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

iLook Face Analysis Flaky · 98% over 48 checks

Analyze user-submitted face photos with a complete report or 13 focused face-analysis tools.

MCP endpoint : https://www.ilook.fit/mcp · website · measurements and details

SateAIs Private (key required)

Satellite SAR analysis: ship, oil slick, building change, and time-series change detection

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

FINLY Balance Report Analysis Flaky · 83% over 6 checks

Israeli mortgage reports with Hebrew results, 15-minute recovery and authorized external OCR.

MCP endpoint : https://finly.co.il/mcp/reports · measurements and details

Trends Agents: AI Trend Analysis Private (key required)

AI trend analysis agents: what's trending on Google, TikTok, YouTube and Reddit, and if it lasts

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

invest-like: Buffett-style stock analysis Reliable (measured) · 100% over 27 checks Partly does the job · 14/27

Check any of 21,000+ stocks against Buffett, Munger, Graham and 4 more legendary investors.

MCP endpoint : https://invest-like.com/api/mcp · website · measurements and details

EzBiz SEO & Marketing Analysis Being measured · 0% over 2 checks

AI-powered SEO and marketing: keyword research, SERP analysis, and content optimization tools.

MCP endpoint : https://seo.ezbizservices.com/mcp · measurements and details

TSUNG AI Research & Analysis Private (key required)

Multi-LLM AI Research & Analysis — smart routing, consensus analysis, due diligence reports

MCP endpoint : https://tsung-mcp-custom.a0985344368.workers.dev/mcp · website · measurements and details

Crypto Data & Market Analysis Agent Flaky · 94% over 16 checks Partly does the job · 12/15

Crypto positioning and macro for agents: funding, open interest, execution cost, volatility

MCP endpoint : https://crypto-asistent.com/mcp · measurements and details

FinSight Market Analysis Private (key required)

Signals, technicals, regime and news for 1,000+ US/TR symbols. Data only, not investment advice.

MCP endpoint : https://mcp.getfinsight.ai/mcp · website · measurements and details

Dietary Supplement Analysis (NIH data) Flaky · 92% over 12 checks Fails real tasks · 0/11

NIH supplement checks: upper limits, drug and herb interactions, FDA recalls, with citations.

MCP endpoint : https://agents.trackmysupplement.com/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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