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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
19,897measured
6,296proven reliable
Business Frameworks Reliable (measured) · 100% over 23 checks Does the job (tested) · 23/23

Operating judgement for businesses under $50M revenue. Free top layer; nodes and bundles over x402.

MCP endpoint : https://business-frameworks.matryoshka-paradigms.workers.dev/mcp · website · measurements and details
canvasaas Being measured · 0% over 1 checks

AI business strategy frameworks for coding agents. 19 frameworks + pitch decks from one idea.

MCP endpoint : https://mcp.canvasaas.com/sse · website · measurements and details
flevy Flaky · 98% over 40 checks Does the job (tested) · 39/39

Search 10,000+ consulting frameworks, templates, financial models, and management case studies

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

Governance framework, dispute resolution, and arbitration for agents

MCP endpoint : https://hivelaw.onrender.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
SUBSTRATE Being measured · 0% over 1 checks

Persistent AI entity framework with causal memory, emotional state, and identity.

MCP endpoint : https://substrate.garmolabs.com/mcp-server/mcp · website · measurements and details
Boardroom Bob Reliable (measured) · 100% over 7 checks

AI strategy consultant for founders: 19 frameworks like SWOT, Five Forces and Pre-Mortem.

MCP endpoint : https://mcp.boardroombob.com · website · measurements and details
Minoa Private (key required)

Query the value record behind a deal: business cases, value frameworks, and realized outcomes.

MCP endpoint : https://mcp.minoa.io · website · measurements and details
AI Rollout Framework Flaky · 83% over 6 checks

90-day AI adoption framework for managers: overview, pricing, FAQ and an AI readiness assessment.

MCP endpoint : https://airolloutframework.com/mcp · website · measurements and details
Agile Today Being measured · 100% over 2 checks Real task being tested · 2/2

Project management methodology graph: route planning, stage-gate decisions and plan checks.

MCP endpoint : https://agile-today.org/api/mcp?src=mcp-registry · website · measurements and details
PraisonAI Not measured yet

AI Agents Framework with Self Reflection and MCP support

Package pypi : praisonai · website · measurements and details
AI Law Framework Reliable (measured) · 100% over 5 checks Does the job (tested) · 5/5

Decide whether AI may be used for a legal task, who drafts and who checks. Australian law.

MCP endpoint : https://ailawframework.com/mcp · website · measurements and details
Windframe Private (key required)

Provides style context & tokens to design or restyle web UIs in any framework

MCP endpoint : https://mcp.windframe.dev/mcp · website · measurements and details
UI Factory Being measured · 0% over 1 checks

Generates React components and design frameworks from visual layouts.

MCP endpoint : https://ui-factory-mcp.vercel.app/api/mcp · measurements and details
ionic-framework-mcp Reliable (measured) · 100% over 42 checks Does the job (tested) · 42/42

Unofficial MCP server for the Ionic Framework documentation, components and blog.

MCP endpoint : https://ionic-framework-mcp.capawesome.io/mcp · website · measurements and details
Harmny Private (key required)

Harmny career frameworks, competencies, goals, org metrics and tasks as live context in MCP clients.

MCP endpoint : https://harmny.ai/api/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
FastMCP - FastAPI MCP Framework & Runner Not measured yet

FastAPI-native Model Context Protocol framework and stdio runner.

Package pypi : mcp-fastapi · website · measurements and details
EQIQs Reliable (measured) · 100% over 42 checks Fails real tasks · 0/5

EQIQs: 21-framework personality and compatibility for coaching, communication, and team development.

MCP endpoint : https://adgmsnwjynqkhawhioil.supabase.co/functions/v1/mcp-server · measurements and details
glassbox-framework Not measured yet

Runtime constitutional verification for AI answers — claim reasoning, ECS, red team, audits.

Package npm : @glassbox-framework/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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