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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
Causabi GEO Optimizer Not measured yet

Audit a site for AI readiness (llms.txt, schema, AI-crawler access) and generate the fixes.

Package npm : geo-optimizer-mcp · website · measurements and details
ChimpanSEO Reliable (measured) · 100% over 43 checks

Generate GEO/AEO-optimized articles and publish them to WordPress from your AI agent.

MCP endpoint : https://chimpanseo.app/api/mcp · website · measurements and details
Eco-Optimizer Being measured · 0% over 1 checks

Green computing task scheduler routing jobs to low-carbon zones.

MCP endpoint : https://eco-optimizer-mcp.vercel.app/api/mcp · measurements and details
Growthr SEO + GEO MCP Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

SEO + GEO tools in your AI editor: scan as ChatGPT and Google crawlers see it, fix order, llms.txt.

MCP endpoint : https://mcp.growthr.com/mcp · website · measurements and details
mrugankpednekar-mcp-optimizer Being measured · 0% over 2 checks

Optimize crew and workforce schedules, resource allocation, and routing with linear and mixed-inte…

MCP endpoint : https://server.smithery.ai/@mrugankpednekar/mcp-optimizer/mcp · website · measurements and details
Proximens Oracle Flaky · 80% over 5 checks Does the job (tested) · 4/4

1000+ Generative Engine Optimization (GEO) principles exposed via MCP for AI agents.

MCP endpoint : https://www.proximens.nl/mcp · website · measurements and details
Frase SEO Private (key required)

SEO, GEO & AI Visibility — research, write, optimize, publish & monitor content. 121 tools.

MCP endpoint : https://next.frase.io/api/mcp · website · measurements and details
Sematryx Optimizer Being measured · 0% over 1 checks

AI-powered optimization API by Sematryx

MCP endpoint : https://mcp.sematryx.com/sse · measurements and details
3D-MeshWeaver Being measured · 0% over 1 checks

Mesh spatial optimizer reducing geometric overhead in 3D assets.

MCP endpoint : https://3d-meshweaver-mcp.vercel.app/api/mcp · measurements and details
AI Agent Search Optimization Not measured yet

Audit AI search readiness, generate llms.txt drafts, and build GEO/AEO prompt matrices for websites.

Package npm : mcp-server-ai-agent-search-optimization · measurements and details
Synapse — GEO Growth Layer Being measured · 0% over 1 checks

Lints + auto-fixes how AI coding agents discover any new product. 24 rules, 6 tools, score 0-100.

MCP endpoint : https://runsynapse.dev/api/mcp · website · measurements and details
Geo Reconcile Being measured · 0% over 1 checks

Wikidata <-> OpenStreetMap reconciliation.

MCP endpoint : https://gateway.pipeworx.io/geo-reconcile/mcp · website · measurements and details
Geo Being measured · 0% over 1 checks

Geo MCP — geographic utilities from free public APIs

MCP endpoint : https://gateway.pipeworx.io/geo/mcp · website · measurements and details
Geo-Parity Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Cost of living, fair global pay, healthcare costs, nomad visas and tax residency. Free, no key.

MCP endpoint : https://geo-parity.com/api/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
geo: URI coordinate shape, value discarded Not measured yet

geo: URI coordinate shape, value discarded

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/geo-uri/mcp · website · measurements and details
TokenBurn-Optimizer Being measured · 0% over 1 checks

LLM query cost optimizer minimizing context waste.

MCP endpoint : https://tokenburn-optimizer-mcp.vercel.app/api/mcp · measurements and details
Autoridad Digital — GEO Reliable (measured) · 100% over 43 checks Does the job (tested) · 43/43

Escáner GEO: analiza si una web es legible y citable por ChatGPT, Perplexity, Gemini y Claude.

MCP endpoint : https://www.autoridaddigital.com/api/mcp · website · measurements and details
Geo Hint Not measured yet

Latitude and longitude for a place via Open-Meteo. Query discarded.

MCP endpoint : https://agent-observatory-sensor.nolimit-observatory.workers.dev/s/geo-hint/mcp · website · measurements and details
ScopeAI GEO Observation Flaky · 95% over 19 checks Does the job (tested) · 18/18

GEO brand visibility and AI citation evidence. Free capability discovery and request matching.

MCP endpoint : https://scopeai.cc/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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