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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
20,055measured
7,180proven reliable
openfuse-mcp Not measured yet

Encrypted mail, shared memory, and persistent context for AI agents.

Package npm : openfused · website · measurements and details
try Reliable (measured) · 100% over 3 checks

Create guides as MCP servers to instruct coding agents to use your software (library, API, etc).

MCP endpoint : https://install.md/mcp/try · 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
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
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
Chaparral Software MCP Reliable (measured) · 100% over 44 checks

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

MCP endpoint : https://chapsoft.com/mcp · measurements and details
Open Library Being measured · 0% over 1 checks

Open Library MCP — Internet Archive's open book metadata

MCP endpoint : https://gateway.pipeworx.io/open-library/mcp · website · measurements and details
Monetize Marketing Private (key required)

The Monetize Marketing App as MCP tools: Brain, mission, training, skills, Library, software. OAuth.

MCP endpoint : https://app.monetizemarketing.com/api/mcp · website · measurements and details
Launch Library Being measured · 0% over 1 checks

Launch Library 2 MCP — global rocket launch data

MCP endpoint : https://gateway.pipeworx.io/launch-library/mcp · website · measurements and details
Saaskly: B2B software reviews and comparisons Flaky · 94% over 18 checks Does the job (tested) · 17/17

Independent UK business software reviews, rankings and real pricing as read-only MCP tools.

MCP endpoint : https://saaskly.com/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
AgentsIndex Reliable (measured) · 100% over 7 checks Does the job (tested) · 7/7

The editors' index of AI-native software, from AI agents to the models and frameworks behind them.

MCP endpoint : https://agentsindex.ai/mcp · website · measurements and details
engineerpro-library Flaky · 93% over 14 checks Does the job (tested) · 13/13

Read-only EngineerPro engineering library (118 book profiles) and software-engineering tools.

MCP endpoint : https://api.aiengineerprofessional.com/api/mcp · website · measurements and details
Business Frameworks Reliable (measured) · 100% over 24 checks Does the job (tested) · 24/24

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
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
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
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
Santurce Software Reliable (measured) · 100% over 4 checks Does the job (tested) · 4/4

Explore software engineering services and submit authorized project inquiries.

MCP endpoint : https://santurcesoftware.com/mcp · website · measurements and details
Ultra Prompt Private (key required)

Your prompt library inside your AI: 1,000+ pro templates, frameworks, vocab & pipelines.

MCP endpoint : https://up-mcp.unpluggedfeed.workers.dev · measurements and details
AIBuilder Marketplace: software pricing dossiers Reliable (measured) · 100% over 19 checks Does the job (tested) · 19/19

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

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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