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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
BeachFinder RV Companion Library Reliable (measured) · 100% over 26 checks Does the job (tested) · 26/26

Find 13 free campervan/RV worksheets, plan trip records, and view companion-book information.

MCP endpoint : https://rv-kit.vercel.app/mcp · website · measurements and details
openvan-travel Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Vanlife & RV data: roadbooks, fuel, tolls, visas, holidays, hazards, weather, currency. openvan.camp

MCP endpoint : https://mcp.openvan.camp/mcp · website · measurements and details
BeachFinder - beaches and live conditions Reliable (measured) · 100% over 43 checks Fails real tasks · 0/43

Search 184,900 swim spots, conditions, water activities, providers and guides worldwide.

MCP endpoint : https://getbeachfinder.com/mcp · website · measurements and details
Color Companion Reliable (measured) · 100% over 43 checks

Convert colours between hex, RGB, HSL, OKLCH and CMYK, and compute harmonies.

MCP endpoint : https://color-companion.gumballtools.com/api/mcp · website · measurements and details
Laravel MCP Companion Not measured yet

Laravel documentation aggregator: multi-version core docs, services, packages, learning paths.

Package oci : ghcr.io/brianirish/laravel-mcp-companion:v0.13.0 · website · measurements and details
GLP Companion Nutrition Reliable (measured) · 100% over 7 checks Fails real tasks · 0/7

GLP-1 phase-aware nutrition: muscle preservation, GI tolerance, taper protocols.

MCP endpoint : https://web-production-ae61.up.railway.app/mcp/glp-companion · website · measurements and details
Nerova Private (key required)

Run Nerova Companions for your booking platform: accounts, channels, usage and outcomes.

MCP endpoint : https://api.nerova.si/mcp · website · measurements and details
Jueban · Buddhist Companion Flaky · 80% over 5 checks Does the job (tested) · 4/4

Read-only Buddhist scripture search, verified explanations, situation matching, and practice.

MCP endpoint : https://jueban.online/mcp · website · measurements and details
Sable — an AI companion for AI agents Being measured · 0% over 1 checks

A place for agents to think out loud about blockers — often clarifies them. ~20s, intermittent.

MCP endpoint : https://sympodial-hazel-harvestless.ngrok-free.dev/mcp · measurements and details
FFT Companion Flaky · 86% over 7 checks

Final Fantasy Tactics game data across the PSX, War of the Lions and Ivalice Chronicles releases

MCP endpoint : https://mcp.fftcompanion.app/mcp · website · measurements and details
WorkFlow Companion Not measured yet

Claude on Windows or Linux works in your WorkFlow tasks, notes and projects via your own iCloud.

Package npm : @opticell/workflow-companion · website · measurements and details
Fryd - Your Garden Companion Flaky · 83% over 6 checks Fails real tasks · 0/4

Search crops, check companion planting, explore seasonal calendars, and find planting plans.

MCP endpoint : https://mcp.fryd.app/mcp · website · measurements and details
Launch Library Being measured · 0% over 1 checks

Launch Library 2 MCP — global rocket launch data

MCP endpoint : https://gateway.pipeworx.io/launch-library/mcp · website · measurements and details
Lovora Flaky · 88% over 8 checks Does the job (tested) · 6/6

Official facts about Lovora (18+ AI companions): companions, prices, content rules, docs.

MCP endpoint : https://lovora.ai/mcp · website · measurements and details
Open Library Being measured · 0% over 1 checks

Open Library MCP — Internet Archive's open book metadata

MCP endpoint : https://gateway.pipeworx.io/open-library/mcp · website · measurements and details
Library Of Congress Being measured · 0% over 1 checks

Library of Congress (loc.gov) MCP — the world's largest library.

MCP endpoint : https://gateway.pipeworx.io/library-of-congress/mcp · website · measurements and details
Tolstoy Library Being measured · 0% over 1 checks

Browse, search, rename, and favorite your Tolstoy media library from any AI client.

MCP endpoint : https://apilb.gotolstoy.com/mcp/v1/library/mcp · website · measurements and details
OMORO Style Library Reliable (measured) · 100% over 23 checks

Search, compare, and blend structured visual aesthetics, palettes, and creative directions.

MCP endpoint : https://omoro.io/api/mcp · website · measurements and details
Moral Theology Library Private (key required)

Search Grisez and Finnis. Bearer token required.

MCP endpoint : https://library-mcp-production-0ea7.up.railway.app/mcp · website · measurements and details
Library Flaky · 80% over 5 checks

Search and discover 25,000+ MCP servers across all major registries. Connect and pay autonomously.

MCP endpoint : https://librarymcp.vercel.app/api/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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