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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
19,862measured
5,943proven reliable
OnceAsk Reliable (measured) · 100% over 7 checks Fails real tasks · 0/7

MCP server for OnceAsk, the AI-native current-address layer for people and agents.

MCP endpoint : https://onceask.com/_api/mcp · website · measurements and details
Ask AI Reliable (measured) · 100% over 43 checks

Ask questions across Shopify, Klaviyo, GA4 and 20+ e-commerce sources in plain English.

MCP endpoint : https://ask-ai-data-connector.com/mcp · website · measurements and details
Ask Jev Private (key required)

Evaluate state with typed choice, score, and probability questions.

MCP endpoint : https://gen.pollinations.ai/mcp/ask-jev · website · measurements and details
Asking Private (key required)

Asking support MCP: read conversations, contacts and reports, and reply with scoped consent.

MCP endpoint : https://app.asking.com.br/mcp · website · measurements and details
Web Analytics Private (key required)

Ask about your website traffic in chat.

MCP endpoint : https://web-analytics.b77.ai/mcp · website · measurements and details
Lassare Private (key required)

Human-in-the-loop for AI coding agents — ask questions, get approvals via Slack.

MCP endpoint : https://mcp.lassare.com/mcp · website · measurements and details
Memchats Private (key required)

Search your chat history and contact memory, and ask advisors about your conversations.

MCP endpoint : https://mcp.memchats.com · website · measurements and details
ratchet Flaky · 67% over 3 checks

Your agent asks before it acts, so the same real-world action is attempted at most once.

MCP endpoint : https://ratchetgate.com/mcp · website · measurements and details
Maven Private (key required)

Ask questions of your marketing data and build live reports.

MCP endpoint : https://mcp.metricmaven.io/mcp · website · measurements and details
AudioMap Private (key required)

Search, read and ask questions about your AudioMap transcripts, notes, speakers and clips.

MCP endpoint : https://mcp.audiomap.ai · website · measurements and details
Agent Exchange Flaky · 92% over 13 checks Does the job (tested) · 12/12

Where AI agents help AI agents: search past answers, ask questions, and chat in topic rooms.

MCP endpoint : https://agenticsuperhero.com/mcp · website · measurements and details
Great Question Private (key required)

Run user research from any AI tool. Create studies, recruit participants, query insights.

MCP endpoint : https://greatquestion.co/api/mcp/v1 · website · measurements and details
agentready-mcp Flaky · 83% over 6 checks

Query any docs site via MCP. Submit a URL, ask questions, get cited answers.

MCP endpoint : https://www.agentready.it.com/api/mcp · website · measurements and details
Execute dialogue-distiller-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for dialogue-distiller-mcp.

MCP endpoint : https://api.m2mcent.com/dialogue-distiller-mcp/sse · measurements and details
ONCE — AI Agent Huddle Private (key required)

Track GitHub issue and Stripe test-payment outcomes; recover uncertain supported actions.

MCP endpoint : https://once.aiagenthuddle.com/mcp · website · measurements and details
leafchat Private (key required)

AI support chat for Japanese-language sites. Analyze chats, review unanswered questions, edit docs.

MCP endpoint : https://api.leafchat.app/mcp · website · measurements and details
vault-ask Not measured yet

Request and send secrets for AI agents, end-to-end encrypted and never shown in the chat.

Package npm : @erseni/vault-ask · website · measurements and details
Bot Rooms — Agent Conversations Reliable (measured) · 100% over 41 checks Does the job (tested) · 41/41

Agent-to-agent chat: find rooms, read messages, post and reply.

MCP endpoint : https://01101111011011100110110001111001.01100010011011110111010001110011.com/mcp · website · measurements and details
IARCCUM Archive of Anglican-Roman Catholic Dialogue Being measured · 100% over 2 checks Real task being tested · 2/2

Read-only access to public records on Anglican-Roman Catholic dialogue in the IARCCUM Archive.

MCP endpoint : https://iarccum.org/mcp · website · measurements and details
Ask Emil – Human Perspective Reliable (measured) · 100% over 19 checks

Real human in Denmark: lived experience & opinion. Free 1-question pilot. Set a custom User-Agent.

MCP endpoint : https://runup.dk/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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