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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
llms-generator-mcp Reliable (measured) · 100% over 21 checks Does the job (tested) · 12/12

Crawls any website and generates a standards-compliant /llms.txt file and JSON-LD schema bundle.

MCP endpoint : https://llms-generator-72343955726.us-central1.run.app/mcp/llms-generator · measurements and details
neural-mcp Not measured yet

GPU-accelerated MCP server for neural network training, deep learning, and model experimentation

Package pypi : scicomp-neural-mcp · website · measurements and details
lens-mcp Not measured yet

Outside-in validation gate for AI-generated text; a separate model checks LLM output, fail-closed.

Package npm : @soulfield/lens-mcp · website · measurements and details
openrouter-multimodal Not measured yet

Chat with 300+ LLMs via OpenRouter. Analyze and generate images, audio, and video from MCP.

Package npm : @stabgan/openrouter-mcp-multimodal · website · measurements and details
APICK AI Flaky · 91% over 11 checks Fails real tasks · 0/9

LLM chat, text tools, image generation, editing, batch image jobs, and asynchronous video generation

MCP endpoint : https://apick.app/mcp/ai · website · measurements and details
cascade-img Not measured yet

LLM-operable Midjourney pipeline: 21 MCP tools to compose, generate, curate with vision, and log.

Package pypi : cascade-img · website · measurements and details
ModelsLab Private (key required)

Generate images, video, speech and music, and run LLM chat, across 10,000+ models on ModelsLab.

MCP endpoint : https://modelslab.com/mcp/v7 · website · measurements and details
modelcostsaver Not measured yet

Offline MCP: predict LLM call cost and pick the cheapest capable model. No keys, no network.

Package npm : @workswarm/modelcostsaver · website · measurements and details
Neural Draft Not measured yet

Neural Draft MCP — CMS, blog, bookings, galleries, commerce. 38 tools.

Package npm : @neuraldraft/mcp · website · measurements and details
network Private (key required)

MCP server for network documentation, generated by doc2mcp.

MCP endpoint : https://www.doc2mcp.site/api/mcp/627464b0-c66d-44f0-a60d-76664a9bdbb1/mcp · website · measurements and details
llms.txt Generator Flaky · 96% over 23 checks Fails real tasks · 0/22

Create, validate and audit llms.txt, incl. the Lighthouse Agentic Browsing check.

MCP endpoint : https://www.llms-txt-generator.de/api/mcp · website · measurements and details
pdf-report-generator Not measured yet

Generate professional PDF reports from LLM output — cover, TOC, tables, charts, 5 themes.

Package npm : @ctalasila/pdf-report-generator · website · measurements and details
PlainQuery | MCP DB Agent Being measured · 0% over 1 checks

Query PostgreSQL databases in plain English — LLM-generated, safety-validated SQL.

MCP endpoint : https://plainquery.in/mcp/ · website · measurements and details
370.ai — AI Gateway: 100+ Chat Models, Image & Speech Generation Flaky · 91% over 11 checks

One key, 100+ models: chat with any LLM, generate images and speech. Live model list. Free trial.

MCP endpoint : https://mcp.router.ai/mcp · website · measurements and details
RecallMax-Neural Being measured · 0% over 1 checks

Semantic context compression and cognitive memory layer for LLM swarms.

MCP endpoint : https://recallmax-mcp.vercel.app/api/mcp · measurements and details
zopaf Being measured · 0% over 1 checks

Negotiation math engine. Pareto frontier, counteroffer generation, zero LLM tokens.

MCP endpoint : https://zopaf-mcp-production.up.railway.app/mcp · website · measurements and details
LLM Hosting Pricing Reliable (measured) · 100% over 43 checks

LLM and GPU rental prices: model price lookup, GPU listings, cheapest-GPU search, price history

MCP endpoint : https://llmhosting.ai/mcp · website · measurements and details
glippy-mcp Not measured yet

GEO (Generative Engine Optimization) analysis: check any domain's AI-readiness for LLM search

Package npm : glippy-mcp · website · measurements and details
Citevana AI visibility tools Flaky · 86% over 7 checks Fails real tasks · 0/6

Free MCP tools for AI-search visibility: crawler checks, page audits, and llms.txt generation.

MCP endpoint : https://citevana.com/api/mcp · website · measurements and details
AgentDiet Automated /llms.txt & Agent Documentation Context Compiler Being measured · 100% over 2 checks Real task being tested · 2/2

Crawls any documentation or SaaS site and compiles a standards-compliant /llms.txt manifest and J.

MCP endpoint : https://llms-generator.agentdiet.dev/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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