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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
Archestack Reliable (measured) · 100% over 13 checks Does the job (tested) · 13/13

Search, rank and compare open-source AI projects with Archestack's open data

MCP endpoint : https://mcp.archestack.com/mcp · website · measurements and details
kwnva.design portfolio Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Catalog MCP for kwnva.design case studies, studio profile, and project inquiries.

MCP endpoint : https://kwnva.design/mcp · website · measurements and details
mcp-architector Not measured yet

MCP server for architecture and system design. Store and manage project architecture locally.

Package npm : mcp-architector · website · measurements and details
Unleashed Software MCP by usefulapi Reliable (measured) · 100% over 3 checks

Check products, stock on hand, customers, orders, invoices and quotes, and create records.

MCP endpoint : https://unleashed-software.usefulapi.io/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
Chaparral Software MCP Reliable (measured) · 100% over 43 checks

Independent AI consulting — services, dispatches, cairns, and 40-year client history.

MCP endpoint : https://chapsoft.com/mcp · measurements and details
R3PLICA AI Connector Being measured · 100% over 2 checks Real task being tested · 2/2

Catalog of certified digital replicas from premium design brands, for any MCP-compatible AI agent.

MCP endpoint : https://mcp.r3plica.space/mcp · website · measurements and details
AIBuilder Marketplace: software pricing dossiers Reliable (measured) · 100% over 18 checks Does the job (tested) · 18/18

Dated plan prices, cost traps with evidence and hands-on results for 540 business-software tools.

MCP endpoint : https://api.aibuildermarketplace.com/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
meek_brand_architecture_mcp Not measured yet

MEEK Brand Architecture MCP — the 3-layer brand orchestrator (SOV3³ = DEF ONE OS, SOV3 = meok, CSOAI

Package pypi : meek_brand_architecture_mcp · website · measurements and details
openflowkit-mcp Not measured yet

Architecture diagrams for your agent: draw on the live OpenFlowKit canvas or edit diagram files.

Package npm : @vrun-design/openflowkit-mcp · website · measurements and details
Execute architecture-dna-mcp Being measured · 0% over 1 checks

Premium agentic endpoint for architecture-dna-mcp.

MCP endpoint : https://api.m2mcent.com/architecture-dna-mcp/sse · measurements and details
NLP.COM.AI Open Model Catalog Reliable (measured) · 100% over 3 checks Does the job (tested) · 3/3

Search curated open-weight AI model releases, licenses, architectures, and primary sources.

MCP endpoint : https://nlp.com.ai/mcp · measurements and details
Componecat Private (key required)

Software component catalog: search your org's services, docs, APIs, dependencies, and ownership.

MCP endpoint : https://app.componecat.ai/api/mcp · website · measurements and details
Clairvoyance Reliable (measured) · 100% over 39 checks Does the job (tested) · 39/39

Software design skills for AI coding agents, inspired by A Philosophy of Software Design.

MCP endpoint : https://clairvoyance.fyi/mcp · website · measurements and details
Mike Reams: architecture writing, diagrams and toolbox Flaky · 75% over 4 checks Real task being tested · 2/2

Read-only search of mikereams.com: CSDM diagrams, posts and the Architect's Toolbox

MCP endpoint : https://mikereams.com/mcp · 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
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
CAST Imaging MCP Server Not measured yet

MCP server exposing CAST Imaging software architecture insights to AI agents

Package oci : docker.io/castimaging/imaging-mcp-server:3.0.4 · 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

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