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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
19,897measured
6,296proven reliable
Plaud Reliable (measured) · 100% over 8 checks Fails real tasks · 0/8

Your Plaud recordings in natural language: list recordings, read speaker-attributed transcripts and

MCP endpoint : https://api.mcp.ai/p_plaud · website · measurements and details
Receita Federal: Agenda Tributária Being measured · 100% over 1 checks Real task being tested · 0/1

Receita Federal: Agenda Tributária, official-source lookup. Platform-hosted, pay per query with prep

MCP endpoint : https://api.mcp.ai/p_receita_federal_agenda_tribut · website · measurements and details
image-recognition-mcp Not measured yet

MCP server for AI-powered image recognition and description using OpenAI vision models.

Package npm : image-recognition-mcp · website · measurements and details
TaleSpinner Being measured · 0% over 1 checks

Create personalized stories, gifts, memoirs, tributes, classroom books, and printed keepsakes.

MCP endpoint : https://www.littletalespinner.com/mcp · website · measurements and details
FeedbackPulse Being measured · 0% over 1 checks

Employee surveys, performance reviews, recognition, and team pulse for AI assistants.

MCP endpoint : https://app.feedbackpulse.com/mcp · website · measurements and details
AudD Music Recognition Private (key required)

Music recognition with AudD: identify songs, monitor streams, call the API, plus account tools

MCP endpoint : https://mcp.audd.io · website · measurements and details
Jinero Being measured · 100% over 2 checks Real task being tested · 2/2

AI-agent design tools: fonts, font recognition, palettes, color naming, contrast, code, SVG, CSS.

MCP endpoint : https://jinero.online/mcp · website · measurements and details
defrr Private (key required)

Deterministic revenue recognition schedules, repricing and cancellation for contracts.

MCP endpoint : https://defrr.com/v1/mcp · website · measurements and details
spines Not measured yet

Access book collections, reading lists, and bookshelf recognition from AI assistants.

Package npm : @spines/mcp-server · website · measurements and details
mcp Flaky · 92% over 13 checks Does the job (tested) · 12/12

Passport, ID and MRZ recognition via doc.cheap – Free: 100 documents every month, then $0.01 each

MCP endpoint : https://mcp.doc.cheap/mcp · website · measurements and details
salutespeech-mcp Not measured yet

MCP server for Sber SaluteSpeech API — speech recognition and synthesis.

Package npm : @theyahia/salutespeech-mcp · website · measurements and details
yandex-speechkit-mcp Not measured yet

MCP server for Yandex SpeechKit API — speech recognition and synthesis.

Package npm : @theyahia/yandex-speechkit-mcp · website · measurements and details
January AI Nutrition Private (key required)

Food photo recognition, nutrition search, meal logging and glucose prediction for health apps

MCP endpoint : https://mcp.january.ai/mcp · website · measurements and details
Bourdon Not measured yet

Recognition-first cross-agent memory federation. One shared memory across all your agents.

Package pypi : bourdon · website · measurements and details
DECIMER MCP Server Not measured yet

MCP server for DECIMER image-to-SMILES chemical structure recognition

Package pypi : decimer-mcp-server · website · measurements and details
Calories Club: AI Food Tracker Private (key required)

AI-powered calorie tracking with photo recognition, barcode scanning, and voice logging

MCP endpoint : https://api.recordo.app/api/mcp/calories/mcp · website · measurements and details
image-recongnition-mcp Not measured yet

MCP server for AI-powered image recognition and description using OpenAI vision models.

Package npm : image-recongnition-mcp · website · measurements and details
Sheet Music OMR Not measured yet

Converts photos or scans of printed sheet music to MusicXML with optical music recognition

Package pypi : omr-mcp · website · measurements and details
bring-photo-mcp Not measured yet

Add products to Bring! from a photo — MCP for AI recognition, catalog matching, and verified writes.

Package npm : bring-photo-mcp · website · measurements and details
Ui.Vision MCP Not measured yet

MCP server for browser and desktop automation: OCR, image recognition, real mouse and keyboard input

Package npm : uivision-mcp-bridge · 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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