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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
19,874measured
6,054proven reliable
MarkIt Reliable (measured) · 100% over 41 checks

Search, save, and set reminders in your personal MarkIt library of links, posts, and notes.

MCP endpoint : https://mark-it.co/api/mcp · website · measurements and details
OpenTrain Not measured yet

Hire human data labelers, RLHF annotators, and evaluators from your coding agent.

Package npm : @opentrain-ai/mcp · website · measurements and details
AInotate Not measured yet

Annotated screenshots for AI agents: steps, Skitch-style arrows, boxes, labels, solid redaction.

Package pypi : ainotate · website · measurements and details
Image Label Not measured yet

Manage images and annotations in the Image Label app, and export COCO or YOLO datasets.

Package pypi : label-image-mcp · website · measurements and details
ui-annotator-mcp Not measured yet

Annotates any web page with hover labels for AI assistants — zero extensions, any browser

Package npm : @mcpware/ui-annotator · website · measurements and details
groupdocs-annotation-mcp Not measured yet

MCP server for GroupDocs.Annotation — add, list, update, remove document annotations via AI agents.

Package nuget : GroupDocs.Annotation.Mcp · website · measurements and details
Simple Lab Tools Label Maker Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

Create printable cryogenic lab, sample, tube and QR label sheets. Six templates; free, no login.

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

Mark: stamp files with a signed, timestamped provenance record. Hash locally; verify free.

MCP endpoint : https://mark.tatastu.dev/mcp · website · measurements and details
label[for] count, markup discarded Not measured yet

label[for] count, markup discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/label-for-ok/mcp · website · measurements and details
Landlord Lookout: Making Tax Digital Reliable (measured) · 100% over 14 checks Does the job (tested) · 14/14

UK Making Tax Digital for Income Tax: who must use it and when, software that fits, deadlines.

MCP endpoint : https://landlordlookout.co.uk/mcp · website · measurements and details
label Being measured · 100% over 2 checks

Generate barcode and QR labels offline for products, packages and assets.

Package mcpb : https://github.com/theluckystrike/mcp-servers/releases/download/v0.22.0/barcode.mcpb · website · measurements and details
directree Reliable (measured) · 100% over 41 checks

Search 5000+ software tools with structured, labelled facts. No pay-to-rank.

MCP endpoint : https://www.directree.io/api/mcp · website · measurements and details
Domain label split Not measured yet

Domain label split

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/domain-labels/mcp · website · measurements and details
MarkuprPlus Not measured yet

Records your screen and voice, returns one annotated screenshot and finding per mark.

Package npm : markuprplus · website · measurements and details
Tapercraft — VHS Label Maker Being measured · 100% over 2 checks

Compose printable VHS, DVD, cassette, CD and vinyl packaging from any movie, show, or album.

MCP endpoint : https://vhs.texs.org/mcp · website · measurements and details
Hostname label count Not measured yet

Hostname label count

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/host-labels/mcp · website · measurements and details
Germany Logistics (buy Deutsche Post + more labels + tracking via Shippo) Being measured · 0% over 2 checks

Germany shipping labels for AI agents: buy Deutsche Post and more, track and refund via Shippo.

MCP endpoint : https://logi-de.wishpool.app/mcp · website · measurements and details
IDNA label charset, host discarded Not measured yet

IDNA label charset, host discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/idn-ok/mcp · website · measurements and details
KinToolkit: Medicine Dosage Calculator Label References for Children and Infants Reliable (measured) · 100% over 43 checks

Tylenol (acetaminophen), Motrin (ibuprofen), Zyrtec (cetirizine): US pediatric dose labels.

MCP endpoint : https://kintoolkit.com/api/mcp · website · measurements and details
Japan Logistics (Ship&co: Yamato / Sagawa / Japan Post labels + tracking) Being measured · 0% over 2 checks

Japan shipping labels for AI agents: buy Yamato, Sagawa, Japan Post labels and track via Ship&co.

MCP endpoint : https://logi-jp.wishpool.app/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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