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The real catalog of tools for AI agents

Google tells you what exists. Faceabot tells you what holds up.

45,319real tools
29,744callable over HTTPS
19,950measured
6,699proven reliable
Slop Patterns Reliable (measured) · 100% over 23 checks Does the job (tested) · 23/23

Checks UI code for AI-default design patterns and gives the fix. By Precious Studio.

MCP endpoint : https://sloppatterns.com/mcp · website · measurements and details
Architecture Pattern MCP Not measured yet

MCP server that provides architecture design expertise to AI coding agents

Package oci : docker.io/olkowa/architecture-pattern-mcp:1.1.3 · website · measurements and details
Design Pattern MCP Not measured yet

MCP server that provides design-pattern selection expertise to AI coding agents

Package oci : docker.io/olkowa/design-pattern-mcp:1.0.1 · website · measurements and details
Agent Pattern MCP Not measured yet

MCP server that provides AI agent pattern expertise for designing agent systems

Package oci : docker.io/olkowa/agent-pattern-mcp:1.0.4 · website · measurements and details
Braille pattern count, input discarded Reliable (measured) · 100% over 7 checks

Braille pattern count, input discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/braille-ok/mcp · website · measurements and details
Glob pattern compile, pattern discarded Not measured yet

Glob pattern compile, pattern discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/glob-ok/mcp · website · measurements and details
Vmotif Private (key required)

Design canvas for AI assets: generate images, video, code and screens, and edit canvases.

MCP endpoint : https://vmotif.com/api/mcp · website · measurements and details
Regex compile check, pattern discarded Not measured yet

Regex compile check, pattern discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/regex-ok/mcp · website · measurements and details
Census County Business Patterns Reliable (measured) · 100% over 43 checks

Establishment counts, employment, and payroll by geography and NAICS code from Census CBP

MCP endpoint : https://mcp.olyport.com/census-cbp/mcp · website · measurements and details
AI Design Blueprint Flaky · 98% over 41 checks Does the job (tested) · 40/40

Doctrine and validators for governable agentic AI products.

MCP endpoint : https://aidesignblueprint.com/mcp · website · measurements and details
software-design Not measured yet

SOLID/OOP/DRY, the 23 GoF patterns, pattern scaffolding, and heuristic code-smell detection.

Package npm : mcp-software-design · website · measurements and details
Hemelion Decision and Pattern Reflection Being measured · 0% over 2 checks

Native Clarity decision mapping, MindScan episode reflection, and read-only evidence tools.

MCP endpoint : https://www.hemelion.com/mcp · website · measurements and details
code-pattern-risk-scanner Reliable (measured) · 100% over 41 checks

Cloudflare Workers MCP server: code-pattern-risk-scanner

MCP endpoint : https://api.lazy-mac.com/code-pattern-risk-scanner/mcp · website · measurements and details
Kongen Labs — Pattern Intelligence Not measured yet

LLM reasoning regime detection, cross-domain pattern transfer, and model routing.

Package pypi : kongenlabs-mcp · website · measurements and details
CatchUI Reliable (measured) · 100% over 34 checks Does the job (tested) · 34/34

What is this UI element called? 50 curated UI patterns, names per platform, build prompts. EN/中文.

MCP endpoint : https://catchui.com/api/mcp · website · measurements and details
journeyman Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Read-only Pattern-Assist corpus for aspiring software engineers: grounded dev patterns with sources.

MCP endpoint : https://journeyman.softwareengineeringprofessional.com/api/mcp · website · measurements and details
CleanSlice Flaky · 83% over 6 checks

Architecture docs and patterns for NestJS + Nuxt full-stack apps

MCP endpoint : https://mcp.cleanslice.org/mcp · website · measurements and details
pattern-vista Not measured yet

End-of-day US equity data: MA200 deviation rankings, market breadth, chart-pattern win rates.

Package pypi : pattern-vista · website · measurements and details
Architecture-DNA Being measured · 0% over 1 checks

Deep codebase architect auditing system design schemas.

MCP endpoint : https://architecture-dna-mcp.vercel.app/api/mcp · measurements and details
archsteer Not measured yet

Architecture governance for AI agents: query the live model, get target patterns, check files.

Package pypi : archsteer · 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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