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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
ainote Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Agent-native notes, tasks, dev-docs, vaults, sync & handoffs. MCP + OpenAPI dual surface.

MCP endpoint : https://api.ainote.dev/api/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
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
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
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
Speech AI - Pronunciation, STT & TTS Flaky · 92% over 12 checks

Pronunciation scoring, speech-to-text, and text-to-speech for language learning

MCP endpoint : https://apim-ai-apis.azure-api.net/mcp/pronunciation/mcp · website · measurements and details
genai-capture Not measured yet

Capture & annotate your screen from an AI agent: arrows, boxes, text, highlight, blur/redact.

Package npm : genai-capture-mcp · website · measurements and details
Kai AGI - Autonomous AI Agent Being measured · 0% over 1 checks

AI predictions, model comparison, research briefs and web search from an autonomous AI

MCP endpoint : https://annotated-lot-operational-tourism.trycloudflare.com/mcp · website · measurements and details
Handover Reliable (measured) · 100% over 3 checks Fails real tasks · 0/3

Shared, versioned context that humans and AI agents can publish, review, annotate, and continue.

MCP endpoint : https://handover.sh/api/mcp?profile=core · website · measurements and details
Cobalt Capture Flaky · 75% over 4 checks Does the job (tested) · 3/3

Annotated-screenshot reviews and ready-made product studies your AI agent can read, run, and share.

MCP endpoint : https://cobaltcapture.com/mcp · 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
Genomic Intelligence Flaky · 95% over 19 checks Fails real tasks · 0/17

Hosted DNA language models: promoter, splice, enhancer, chromatin, expression, annotation

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

Europe PMC search, full text, annotations, data links, batch lookups and export for AI agents

Package pypi : pyeuropepmc · website · measurements and details
LINE WORKS AiNote (unofficial) Not measured yet

Unofficial read-only access to LINE WORKS AiNote meeting notes: list, search, summaries, transcripts

Package pypi : lineworks-ainote-mcp · website · measurements and details
Translate text and documents (Faceabot) Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

Translate text or a document's text into another language: about 100 languages (English, French, Dutch, German, Spanish, Chinese, Arabic…), source language detected automatically. Machine translation, free, no API key.

MCP endpoint : https://faceabot.com/tools-mcp/translate · website · measurements and details
Roboflow (Official) Private (key required)

Roboflow computer vision for AI agents: datasets, annotation, versioning, workflows, inference.

MCP endpoint : https://mcp.roboflow.com/mcp · website · measurements and details
groupdocs-redaction-mcp Not measured yet

MCP server for GroupDocs.Redaction — redact text, metadata, annotations, image areas via AI agents.

Package nuget : GroupDocs.Redaction.Mcp · website · measurements and details
Pathwize Flaky · 75% over 4 checks Fails real tasks · 0/3

Run data annotation and evaluation tasks with vetted domain experts: create, publish, get results.

MCP endpoint : https://www.gopathwize.com/api/mcp · website · measurements and details
Learning Model Context Protocol Not measured yet

Basic arithmetic tools with natural-language expression parsing and evaluation.

Package pypi : mcp-learning · website · measurements and details
mygene-mcp Not measured yet

MyGene.info gene annotation API.

Package npm : mygene-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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