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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
19,887measured
6,168proven reliable
Laravilt Reliable (measured) · 100% over 28 checks Does the job (tested) · 28/28

Laravilt docs, packages and plugins for agents: a Laravel admin panel on Inertia with Vue or React.

MCP endpoint : https://mcp.laravilt.com/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
Laravel Forge MCP by usefulapi Being measured · 100% over 2 checks

Manage Laravel Forge servers, sites, and deployments from your AI assistant.

MCP endpoint : https://laravel-forge.usefulapi.io/mcp · website · measurements and details
Titan Frameworks (LangChain, LlamaIndex, Ollama, XRPL) Flaky · 86% over 7 checks Fails real tasks · 0/6

Review and rewrite LangChain, LlamaIndex, Ollama, and XRPL code against current APIs.

MCP endpoint : https://titan-frameworks-production.up.railway.app/mcp · website · measurements and details
KIRUPA Tutorials & Code Library Being measured · 100% over 2 checks Real task being tested · 2/2

Search and read hundreds of web development, JavaScript, CSS, canvas, and DSA tutorials from KIRUPA.

MCP endpoint : https://www.kirupa.com/mcp/ · website · measurements and details
TraceTail Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Browser fingerprinting for web apps: integration code for any framework, docs search and pricing.

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

Error tracking for Laravel and PHP apps. Let your agent fetch errors, stack traces and context.

MCP endpoint : https://flareapp.io/mcp · website · measurements and details
LaraBench Flaky · 88% over 8 checks Does the job (tested) · 7/7

Search Laravel jobs, remote roles, Laravel news, and package releases in real time.

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

Verified, version-pinned answers about fast-moving frameworks for coding agents.

MCP endpoint : https://framework-mcp-production.up.railway.app/mcp · website · measurements and details
State of Web Vitals Being measured · 50% over 2 checks Real task being tested · 1/1

Core Web Vitals metrics by CMS, CDN, and framework — free remote MCP, no auth.

MCP endpoint : https://www.corewebvitals.io/api/state-of-cwv/mcp · website · measurements and details
Currency PHP Not measured yet

ISO 4217 currency PHP.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/fx-php/mcp · website · measurements and details
Umbraco-CMS-MCP-Dev Not measured yet

A developer focused model context protocol (MCP) server for Umbraco CMS

Package npm : @umbraco-cms/mcp-dev · website · measurements and details
stellify-mcp Private (key required)

Build Laravel apps through conversation. Code stored as structured JSON for surgical AI edits.

MCP endpoint : https://api.stellisoft.com/mcp · website · measurements and details
ai-optimizer Not measured yet

MCP server that cuts AI coding agent token usage via framework-aware context optimization

Package npm : @ai-optimizer/core · website · measurements and details
Cms Being measured · 0% over 1 checks

CMS Open Data MCP — US Centers for Medicare & Medicaid Services.

MCP endpoint : https://gateway.pipeworx.io/cms/mcp · website · measurements and details
CMS Medicare Data Reliable (measured) · 100% over 43 checks

Medicare spending, chronic conditions, hospital quality, readmissions, and enrollment

MCP endpoint : https://mcp.olyport.com/cms-medicare/mcp · website · measurements and details
xmp4 — Semantic code knowledge for your stack Flaky · 75% over 4 checks

OSS libs in your stack, really used: source, tests, callers. C#, Java, TS, Python, Rust, PHP+.

MCP endpoint : https://mcp.example4.ai/mcp · website · measurements and details
ISO country CM Being measured · 100% over 2 checks

Public ISO 3166-1 record for CM.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/cc-cm/mcp · website · measurements and details
Web & Developer Data Tools Private (key required)

Website tech stacks, domain WHOIS/DNS/SSL, sitemaps, PDF text, GitHub trending and more.

MCP endpoint : https://mcp.apify.com/?tools=highbrow_fame/pdf-text-extractor,highbrow_fame/domain-whois-dns-ssl,highbrow_fame/website-tech-stack,highbrow_fame/sitemap-url-extractor,highbrow_fame/domain-authority-rank,highbrow_fame/rss-feed-reader,highbrow_fame/openstreetmap-places,highbrow_fame/github-trending-repos · website · measurements and details
Technology Stack Detection API Being measured · 0% over 1 checks

Detect 50+ technologies on any website: CMS, frameworks, analytics, CDN. x402.

MCP endpoint : https://tech-enrichment.api.klymax402.com/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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