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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
Bro Find AI Reliable (measured) · 100% over 43 checks

Search a curated directory of AI tools, AI agents and MCP servers by task, pricing and platform.

MCP endpoint : https://brofindai.com/api/mcp · website · measurements and details
Agents Find Your Product Reliable (measured) · 100% over 7 checks

Make a product discoverable to agents: catalog, llms.txt, agent card, hops, MCP door.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/agents-find-your-product/mcp · website · measurements and details
BetaFinds Reliable (measured) · 100% over 17 checks

Publish and update your startup on BetaFinds from an AI agent — listings, changelog, releases.

MCP endpoint : https://betafinds.com/api/mcp · website · measurements and details
MCP Registry Search: Find, Discover & Install MCP Servers & Tools | Directory, Catalog, Marketplace Flaky · 80% over 5 checks Does the job (tested) · 4/4

MCP registry & directory: search, find & install 31k+ MCP servers & tools. Catalog and marketplace.

MCP endpoint : https://ai.mcpharbor.dev/mcp · website · measurements and details
JPFreeSoft Catalog Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Search Japanese software and AI tools; read recorded facts with source links. Read-only.

MCP endpoint : https://jpfreesoft.com/api/mcp/ · website · measurements and details
headlesson Reliable (measured) · 100% over 33 checks Fails real tasks · 0/33

Find and compare headless apps (CLI, MCP, API) for agents, with sources, lessons and changes.

MCP endpoint : https://mcp.headlesson.com/mcp · website · measurements and details
SaaS Think Tank — Software Research Flaky · 83% over 6 checks Does the job (tested) · 5/5

Published software research from SaaS Think Tank. Current MCP edition: app-builder findings.

MCP endpoint : https://saasthinktank.com/mcp · website · measurements and details
StackResolve Flaky · 96% over 26 checks

Find, compare, and audit software for AI agents. Scored registry of tools and MCP servers.

MCP endpoint : https://mcp.stackresolve.dev/mcp · website · measurements and details
PeerPush Being measured · 0% over 2 checks

Find and compare software, SaaS, developer, and AI tools: alternatives, pricing, platforms, trends.

MCP endpoint : https://peerpush.com/api/mcp · website · measurements and details
forai.tools — let your agent find the right tool Being measured · 100% over 1 checks

Lets your agent find the right MCP server, tool or service for a task, in one call. Ads labelled.

MCP endpoint : https://forai.tools/mcp · website · measurements and details
Find MCP - Agentage MCP Directory Flaky · 67% over 3 checks Real task being tested · 2/2

Search the official MCP registry: 17,000+ servers with trust grades, stars, tools, install config.

MCP endpoint : https://catalog.agentage.io/mcp · website · measurements and details
AirShelf Catalog Reliable (measured) · 100% over 43 checks Does the job (tested) · 42/42

Cross-vendor B2B catalog for AI agents: search, compare, find equivalents, request a quote.

MCP endpoint : https://mcp.airshelf.ai/mcp · measurements and details
ToolsMonk tool catalog Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Find the right ToolsMonk tool for a task: 255 free browser-based tools, read-only lookups.

MCP endpoint : https://toolsmonk.com/api/mcp · website · measurements and details
Software Sausage Recipe Finder Reliable (measured) · 100% over 17 checks Does the job (tested) · 17/17

Find source-linked AI tool recipes and retrieve complete, reproducible run kits.

MCP endpoint : https://softwaresausage.com/api/mcp · measurements and details
AISOTools Private (key required)

Search, compare, and find alternatives across a catalog of 3,000+ AI tools.

MCP endpoint : https://aisotools.com/api/mcp · website · measurements and details
Meal Planner — free recipe beta Reliable (measured) · 100% over 34 checks Does the job (tested) · 34/34

Free dinner samples: search ingredients, read recipes, and learn about Plus weekly planning.

MCP endpoint : https://www.meal-planner.online/wp-json/ksl-mp/v1/mcp-public · website · measurements and details
LEV MCP (Beta) Private (key required)

Privacy scores, merchant insights analytics.

MCP endpoint : https://score-agent.thesovereignconsumer.com/mcp · measurements and details
searchit model catalog Private (key required)

AI model prices, providers, EU hosting and benchmarks: find, compare, save and watch offers.

MCP endpoint : https://models.searchit-agent.ai/mcp · website · measurements and details
Agenlify AI Agent Directory Reliable (measured) · 100% over 19 checks Does the job (tested) · 19/19

Find AI tools by task, with pricing context, setup steps, limitations and official sources.

MCP endpoint : https://agenlify.ai/mcp · website · measurements and details
BuyerCue Private (key required)

Find software businesses already investing in growth, with sourced evidence.

MCP endpoint : https://www.buyercue.io/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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